Publications

Please select the topic and type of publication and click the display button. If the link to the on-line repository does not work (or there is no link), please contact me to ask for a copy of a paper. Updated Mar 2021.

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Neural Networks and Deep learning
Fuzzy Logic
Evolutionary Algorithms
Human Centred
Eye Gaze & Physiological Signals
Face Recognition
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Journal Papers
Conference Papers
Books
Book Chapters
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Rahman, J. S., Gedeon, T., Caldwell, S., & Jones, R. L. (2021) "Can Binaural Beats Increase Your Focus? Exploring the Effects of Music in Participants’ Conscious and Brain Activity Responses," In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1-6). [doi:10.1145/3411763.3451813] Link to paper, PDF
Spiller, M., Liu, Y.-H., Gedeon, T., Hossain, Z., Geissler, J., & Nürnberger, A. (2021) "Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems," The ACM Transactions on Interactive Intelligent Systems, Accepted 1 Jan 2021 [doi:10.1145/3446638] Link to paper, PDF
Rahman, J. S., Gedeon, T., Caldwell, S., Jones, R., & Jin, Z. (2021) "Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres," Journal of Artificial Intelligence and Soft Computing Research, 11(1), 5-20. [doi:10.2478/jaiscr-2021-0001] Link to paper, PDF
Huang, C., Zhu, X., & Gedeon, T. (2020) "A Genetic Feature Selection Based Two-stream Neural Network for Anger Veracity Recognition," In International Conference on Neural Information Processing (pp. 3-11). Springer, Cham [doi:10.1007/978-3-030-63830-6_1] Link to paper, PDF
Hou, W., Suominen, H., Koniusz, P., Caldwell, S., & Gedeon, T. (2020) "A Token-wise CNN-based Method for Sentence Compression," In International Conference on Neural Information Processing (pp. 668-679). Springer, Cham. [doi:10.1007/978-3-030-63830-6_56] Link to paper, PDF
Omari, R., & Gedeon, T. (2020) "Analogical and Relational Reasoning with Spiking Neural Networks," arXiv e-prints, arXiv-2010. Link to paper, PDF
Liu, Y., Qin, Z., Anwar, S., Caldwell, S., & Gedeon, T. (2020) "Are Deep Neural Architectures Losing Information Invertibility Is Indispensable," In International Conference on Neural Information Processing (pp. 172-184). Springer, Cham. [doi:10.1007/978-3-030-63836-8_15] Link to paper, PDF
Rahman, J. S., Hossain, M. Z., & Gedeon, T (2020) "Are paired or single stimuli better to recognize genuine and posed smiles from observers’ galvanic skin response?," In 32nd Australian Conference on Human-Computer Interaction (pp. 661-665). [doi:10.1145/3441000.3441041] Link to paper, PDF
Ghosh, S., Dhall, A., Sebe, N., & Gedeon, T. (2020) "Automatic Prediction of Group Cohesiveness in Images," IEEE Transactions on Affective Computing. [doi:10.1109/TAFFC.2020.3026095] Link to paper, PDF
Rahman, J. S., Gedeon, T., Caldwell, S., & Jones, R. (2020) "Brain Melody Informatics Analysing Effects of Music on Brainwave Patterns," In 2020 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE. [doi:10.1109/IJCNN48605.2020.9207392] Link to paper, PDF
Zhu, X., Gedeon, T., Caldwell, S., Jones, R., & Gu, X. (2020) "Deceit Detection: Identification of Presenter's Subjective Doubt Using Affective Observation Neural Network Analysis," In 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 3174-3181). IEEE. [doi:10.1109/SMC42975.2020.9283210] Link to paper, PDF
Liu, S., Yao, Y., Xing, C., & Gedeon, T. (2020) "Disguising Personal Identity Information in EEG Signals," In International Conference on Neural Information Processing (pp. 87-95). Springer, Cham. [doi:10.1007/978-3-030-63823-8_11] Link to paper, PDF
Liu, Y., Gedeon, T., Caldwell, S., Lin, S., & Jin, Z. (2020) "Emotion Recognition Through Observer's Physiological Signals," arXiv preprint arXiv:2002.08034. Link to paper, PDF
Dhall, A., Sharma, G., Goecke, R., & Gedeon, T. (2020) "Emotiw 2020 Driver gaze, group emotion, student engagement and physiological signal based challenges," In Proceedings of the 2020 International Conference on Multimodal Interaction (pp. 784-789). [doi:10.1145/3382507.3417973] Link to paper, PDF
Evans, N., Plested, J., & Gedeon, T. (2020) "Exploring the Correlation Between Random Convolutional Architectures and the Trained Equivalent," In 2020 International Joint Conference on Neural Networks (IJCNN) (pp. 1-6). IEEE. [doi:10.1109/IJCNN48605.2020.9207465] Link to paper, PDF
Gao, R., Islam, A., Gedeon, T., & Hossain, M. Z. (2020) "Identifying Real and Posed Smiles from Observers' Galvanic Skin Response and Blood Volume Pulse," In International Conference on Neural Information Processing (pp. 375-386). Springer, Cham. [doi:10.1007/978-3-030-63830-6_32] Link to paper, PDF
Derakhshan, A., Mikaeili, M., Gedeon, T., & Nasrabadi, A. M. (2020) "Identifying the Optimal Features in Multimodal Deception Detection," Multimodal Technologies and Interaction, 4(2), 25. [doi:10.3390/mti4020025] Link to paper, PDF
Qin, Z., Jin, R., McKay, R. B., & Gedeon, T. (2020) "Improving Effectiveness and Efficiency in Wagner's Modularity-Evolving Artificial Gene Regulatory Networks," In 2020 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 1162-1170). IEEE. [doi:10.1109/SSCI47803.2020.9308466] Link to paper, PDF
Yao, Y., Plested, J., & Gedeon, T (2020) "Information-preserving Feature Filter for Short-term EEG signals," Information-preserving feature filter for short-term EEG signals. Neurocomputing, 408, 91-99. [doi:10.1016/j.neucom.2019.11.106] Link to paper, PDF
Alghowinem, S. M., Gedeon, T., Goecke, R., Cohn, J., & Parker, G. (2020) "Interpretation of Depression Detection Models via Feature Selection Methods," IEEE Transactions on Affective Computing. [doi:10.1109/TAFFC.2020.3035535] Link to paper, PDF
Wang, Y., Plested, J., & Gedeon, T. (2020) "MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification," In International Conference on Neural Information Processing (pp. 488-496). Springer, Cham. [doi:10.1007/978-3-030-63820-7_56] Link to paper, PDF
Shen, X., Plested, J., Yao, Y., & Gedeon, T. (2020) "Pairwise-GAN Pose-based View Synthesis through Pair-Wise Training," In International Conference on Neural Information Processing (pp. 507-515). Springer, Cham. [doi:10.1007/978-3-030-63820-7_58] Link to paper, PDF
Ghosh, S., Dhall, A., Sebe, N., & Gedeon, T. (2020) "Predicting group cohesiveness in images," In 2019 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE. [doi:10.1109/IJCNN.2019.8852184] Link to paper, PDF
Yang, Y., Hossain, M. Z., Gedeon, T., & Rahman, S. (2020) "RealSmileNet A Deep End-To-End Network for Spontaneous and Posed Smile Recognition," In Proceedings of the Asian Conference on Computer Vision. Link to paper, PDF
Yang, Y., Hossain, M. Z., Gedeon, T., & Rahman, S (2020) "S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation," arXiv preprint arXiv:2011.14785. Link to paper, PDF
Liu, Y. H., Spiller, M., Ma, J., Gedeon, T., Hossain, M. Z., Islam, A., & Bierig, R. (2020) "User Engagement with Driving Simulators: An Analysis of Physiological Signals," In International Conference on Human-Computer Interaction (pp. 130-149). Springer, Cham. [doi:10.1007/978-3-030-59987-4_10] Link to paper, PDF
Liu, Y., Du, H., Zheng, L., & Gedeon, T. (2019) "A neural micro-expression recognizer," In 2019 14th IEEE international conference on automatic face & gesture recognition (FG 2019) (pp. 1-4). IEEE. [doi:10.1109/FG.2019.8756583] Link to paper, PDF
Zhou, L., Suominen, H., & Gedeon, T. (2019) "Adapting State-of-the-Art Deep Language Models to Clinical Information Extraction Systems Potentials, Challenges, and Solutions," JMIR medical informatics, 7(2), e11499. [doi:10.2196/11499] Link to paper, PDF
Plested, J., & Gedeon, T. (2019) "An Analysis of the Interaction Between Transfer Learning Protocols in Deep Neural Networks," In International Conference on Neural Information Processing (pp. 312-323). Springer, Cham. [doi:10.1007/978-3-030-36708-4_26] Link to paper, PDF
Qin, Z., Gedeon, T., & McKay, R. I. (2019) "Anomalies in the Behaviour of a Modularity Inducing Problem Domain," In Artificial Life Conference Proceedings (pp. 228-235). [doi:10.1162/isal_a_00166] Link to paper, PDF
Zhu, X., Gedeon, T., Caldwell, S., & Jones, R. (2019) "Detecting emotional reactions to videos of depression," In 2019 IEEE 23rd International Conference on Intelligent Engineering Systems (INES) (pp. 000147-000152). IEEE. [doi:10.1109/INES46365.2019.9109519] Link to paper, PDF
S. Caldwell and T. Gedeon (2019) "Digital Platforms: The Student Consumer Experience," 12th annual International Conference of Education, Research and Innovation,Seville, Spain,2019 [doi:10.21125/iceri.2019.2099] Link to paper, PDF
Gedeon, T., Dhall, A., Goecke, R., & Ghosh, S. (2019) "EmotiW 2019 automatic emotion, engagement and cohesion prediction tasks," In 2019 International Conference on Multimodal Interaction (ICMI '19). Association for Computing Machinery, New York, NY, USA, 546-550. [doi:10.1145/3340555.3355710] Link to paper, PDF
Liu, Y., Yao, Y., Wang, Z., Plested, J., & Gedeon, T. (2019) "Generalized alignment for multimodal physiological signal learning," In 2019 International Joint Conference on Neural Networks (IJCNN) (pp. 1-10). IEEE. [doi:10.1109/IJCNN.2019.8852216] Link to paper, PDF
Yao, Y., Plested, J., Gedeon, T., Liu, Y., & Wang, Z. (2019) "Improved Techniques for Building EEG Feature Filters," In 2019 International Joint Conference on Neural Networks (IJCNN) (pp. 1-6). IEEE. [doi:10.1109/IJCNN.2019.8852302] Link to paper, PDF
Mohania, M., Zhou, L., & Gedeon, T. (2019) "Improving Student Forum Responsiveness Detecting Duplicate Questions in Educational Forums," In International Conference on Neural Information Processing (pp. 410-421). Springer, Cham. [doi:10.1007/978-3-030-36718-3_35] Link to paper, PDF
Li, H., Alghowinem, S., Caldwell, S., & Gedeon, T. (2019) "Interpretation of Occluded Face Detection Using Convolutional Neural Network," In 2019 IEEE 23rd International Conference on Intelligent Engineering Systems (INES) (pp. 000165-000170). IEEE. [doi:10.1109/INES46365.2019.9109524] Link to paper, PDF
Al-Ismail, M., Yamin, M., Liu, Y. H., & Gedeon, T. (2019) "Learner characteristics of m-learning preferences," International Journal of Information Technology, 11(3), 493-505. [doi:10.1007/s41870-019-00279-w] Link to paper, PDF
Rahman, J. S., Hossain, M. Z., & Gedeon, T. (2019) "Measuring Observers EDA Responses to Emotional Videos," In Proceedings of the 31st Australian Conference on Human-Computer-Interaction (pp. 457-461) [doi:10.1145/3369457.3369516] Link to paper, PDF
Islam, A., Ma, J., Gedeon, T., Hossain, M. Z., & Liu, Y. H. (2019) "Measuring User Responses to Driving Simulators A Galvanic Skin Response Based Study," In 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) (pp. 33-337). IEEE. [doi:10.1109/AIVR46125.2019.00015] Link to paper, PDF
Rahman, J. S., Gedeon, T., Caldwell, S., Jones, R., Hossain, M. Z., & Zhu, X. (2019) "Melodious Micro-frissons Detecting Music Genres From Skin Response," In 2019 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE. [doi:10.1109/IJCNN.2019.8852318] Link to paper, PDF
Derakhshan, A., Mikaeili, M., Nasrabadi, A. M., & Gedeon, T. (2019) "Network physiology of 'fight or fligh' response in facial superficial blood vessels," Network physiology of 'fight or flight' response in facial superficial blood vessels. Physiological measurement, 40(1), 014002. [doi:10.1088/1361-6579/aaf089] Link to paper, PDF
Gedeon, T., Wong, K. W., & Lee, M. (Eds.). (2019) "Neural Information Processing 26th International Conference ICONIP 2019," Neural Information Processing: 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings (Vol. 11955). Springer Nature. PDF
Hossain, M. Z., & Gedeon, T. (2019) "Observers physiological measures in response to videos can be used to detect genuine smiles," International Journal of Human-Computer Studies, 122, 232-241. [doi:10.1016/j.ijhcs.2018.10.003] Link to paper, PDF
S. Caldwell and T. Gedeon (2019) "Science or Art? The credibility spectrum of image manipulation," 12th annual International Conference of Education, Research and Innovation, Seville, Spain [doi:10.21125/iceri.2019.1485] Link to paper, PDF
Yao, Y., Zheng, L., Yang, X., Naphade, M., & Gedeon, T. (2019) "Simulating content consistent vehicle datasets with attribute descent," Computer Vision - ECCV 2020. ECCV 2020. Lecture Notes in Computer Science, vol 12351. Springer, Cham. [doi:10.1007/978-3-030-58539-6_46] Link to paper, PDF
Yao, Y., Wang, T., Du, H., Zheng, L., & Gedeon, T. (2019) "Spotting Visual Keywords from Temporal Sliding Windows," In 2019 International Conference on Multimodal Interaction (pp. 536-539). [doi:10.1145/3340555.3356101] Link to paper, PDF
Liu, C., Liu, Y. H., Gedeon, T., Zhao, Y., Wei, Y., & Yang, F. (2019) "The effects of perceived chronic pressure and time constraint on information search behaviors and experience," Information Processing & Management, 56(5), 1667-1679. [doi:10.1016/j.ipm.2019.04.004] Link to paper, PDF
Zhu, X., Gedeon, T., Caldwell, S., & Jones, R. (2019) "Visceral versus Verbal Can We See Depression?," Acta Polytechnica Hungarica, 16(9). Link to paper, PDF
Zuo, J., Gedeon, T., & Qin, Z. (2019) "Your Eyes Say Youre Lying An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition," In 2019 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE. [doi:10.1109/IJCNN.2019.8851789] Link to paper, PDF
Yao, Y., Plested, J., & Gedeon, T. (2018) "A Feature Filter for EEG Using Cycle-GAN Structure," In International Conference on Neural Information Processing (pp. 567-576). Springer, Cham. [doi:10.1007/978-3-030-04239-4_51] Link to paper, PDF
Hossain, M. Z., & Gedeon, T. D. (2018) "An Independent Approach to Training Classifiers on Physiological Data An Example Using Smiles," In International Conference on Neural Information Processing (pp. 603-613). Springer, Cham. [doi:10.1007/978-3-030-04179-3_53] Link to paper, PDF
Qin, Z., Gedeon, T., Chen, L., Zhu, X., & Hossain, M. Z. (2018) "Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants," In International Conference on Neural Information Processing (pp. 299-310). Springer, Cham. [doi:10.1007/978-3-030-04221-9_27] Link to paper, PDF
Yao, Y., Plested, J., & Gedeon, T. (2018) "Deep feature learning and visualization for eeg recording using autoencoders," In International Conference on Neural Information Processing (pp. 554-566). Springer, Cham. [doi:10.1007/978-3-030-04239-4_50] Link to paper, PDF
Zhu, X., Qin, Z., Gedeon, T., Jones, R., Hossain, M. Z., & Caldwell, S. (2018) "Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers' Pupillary Responses," In International Conference on Neural Information Processing (pp. 610-621). Springer, Cham. [doi:10.1007/978-3-030-04212-7_54] Link to paper, PDF
Zhou, L., Xu, Q., Suominen, H., & Gedeon, T. (2018) "EPUTION at SemEval-2018 task 2 Emoji prediction with user adaption," In Proceedings of The 12th International Workshop on Semantic Evaluation (pp. 449-453). [doi:10.18653/v1/S18-1071] Link to paper, PDF
Dhall, A., Kaur, A., Goecke, R., & Gedeon, T. (2018) "Emotiw 2018 Audio-video, student engagement and group-level affect prediction," In Proceedings of the 20th ACM International Conference on Multimodal Interaction (pp. 653-656). [doi:10.1145/3242969.3264993] Link to paper, PDF
Hossain, M. Z., Gedeon, T., Caldwell, S., Copeland, L., Jones, R., & Chow, C. (2018) "Investigating differences in two visualisations from observer's fixations and saccades," In Proceedings of the Australasian Computer Science Week Multiconference (pp. 1-4). [doi:10.1145/3167918.3167933] Link to paper, PDF
Mittal, U., Gedeon, T., & Caldwell, S. (2018) "Managing Knowledge Provenance using Blockchain," In 2018 9th IEEE International Conference on Cognitive Infocommunications (CogInfoCom) (pp. 000241-000246). IEEE. [doi:10.1109/CogInfoCom.2018.8639889] Link to paper, PDF
Wang, T., Walder, C., & Gedeon, T. (2018) "Neural Causality Detection for Multi-dimensional Point Processes," In International Conference on Neural Information Processing (pp. 509-521). Springer, Cham. [doi:10.1007/978-3-030-04212-7_45] Link to paper, PDF
Qin, Z., Gedeon, T., & Caldwell, S. (2018) "Neural networks assist crowd predictions in discerning the veracity of emotional expressions," In International Conference on Neural Information Processing (pp. 205-216). Springer, Cham. [doi:10.1007/978-3-030-04224-0_18] Link to paper, PDF
Wu, X., Gedeon, T., & Wang, L. (2018) "The analysis method of visual information searching in the human-computer interactive process of intelligent control system," In Congress of the International Ergonomics Association (pp. 73-84). Springer, Cham. [doi:10.1007/978-3-319-96059-3_8] Link to paper, PDF
Hossain, M. Z., Gedeon, T., & Islam, A. (2018) "Understanding two graphical visualizations from observer's pupillary responses and neural network," In Proceedings of the 30th Australian Conference on Computer-Human Interaction (pp. 215-218). [doi:10.1145/3292147.3292187] Link to paper, PDF
Hossain, M. Z., Gedeon, T., & Sankaranarayana, R. (2018) "Using temporal features of observers' physiological measures to distinguish between genuine and fake smiles," IEEE Transactions on Affective Computing. [doi:10.1109/TAFFC.2018.2878029] Link to paper, PDF
Xiaoli, W., Chengqi, X., Tom, G., Hong, H., & Jing, L. (2018) "Visual search on information features on digital task monitoring interface," Journal of Southeast University (Natural Science Edition) 48(5):807-814 [doi:10.3969/j.issn.1001-0505.2018.05.005] Link to paper, PDF
Qin, Z., Gedeon, T., & McKay, R. I. (2018) "Why don't the modules dominate," In Proceedings of the Genetic and Evolutionary Computation Conference Companion (pp. 121-122). [doi:10.1145/3205651.3205737] Link to paper, PDF
Plested, J. F., Gedeon, T. D., Zhu, X. Y., Dhall, A., & Geocke, R. R. (2017, October) "Detection of universal cross-cultural depression indicators from the physiological signals of observers," In 2017 Seventh ACII Workshops (ACIIW) (pp. 185-192). IEEE. [doi:10.1109/ACIIW.2017.8272612] Link to paper, PDF
Hossain, M. Z., & Gedeon, T. (2017, November) "Effect of Parameter Tuning at Distinguishing Between Real and Posed Smiles from Observers' Physiological Features," In International Conference on Neural Information Processing (pp. 839-850). Springer, Cham. [ERA A] [doi:10.1007/978-3-319-70093-9_89] Link to paper, PDF
Dhall, A., Goecke, R., Ghosh, S., Joshi, J., Hoey, J., & Gedeon, T. (2017, November) "From individual to group-level emotion recognition: EmotiW 5.0," In Proceedings of the 19th ACM International Conference on Multimodal Interaction (pp. 524-528). ACM. [doi:10.1145/3136755.3143004] Link to paper, PDF
Tsimeris, J., Stevenson, D. R., Gedeon, T. D., & Broughton, M. (2017, May) "Phlebotomists Do It Better: Exploring Soft Interaction In The Medical Domain," In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 979-984). ACM. [doi:10.1145/3027063.3053357] Link to paper, PDF
Chen, L., Gedeon, T. D., Hossain, M. Z., & Caldwell, S. (2017) "Are you really angry?: Detecting emotion veracity as a proposed tool for interaction," In Proceedings of the 29th Australian Conference on Computer- Human Interaction (OZCHI '17), Alessandro Soro, Dhaval Vyas, Bernd Ploderer, Ann Morrison, Jenny Waycott, and Margot Brereton . ACM, New York, NY, USA, 412-416. [doi:10.1145/3152771.3156147] Link to paper, PDF
Gedeon, T. (2017) "Bio-inspired computing tools and applications: position paper," International Journal of Information Technology, 9(1), 7-17, Springer. [h5 index 19] [doi:10.1007/s41870-017-0006-y] Link to paper, PDF
Hossain, M. Z., & Gedeon, T. D. (2017) "Classifying Posed and Real Smiles from Observers' Peripheral Physiology," 11th EAI International Conference on Pervasive Computing Technologies for Healthcare. Pervasive Health, Barcelona, Spain, May 23-26, 2017. [doi:10.1145/3154862.3154893] Link to paper, PDF
Hossain, M. Z., & Gedeon, T. D. (2017) "Discriminating real and posed smiles: human and avatar smiles," In Proceedings of the 29th Australian Conference on Computer-Human Interaction (OZCHI '17), Alessandro Soro, Dhaval Vyas, Bernd Ploderer, Ann Morrison, Jenny Waycott, and Margot Brereton . ACM, New York, NY, USA, 581-586. [doi:10.1145/3152771.3156179] Link to paper, PDF
Al-Ismail, M., Gedeon, T., & Yamin, M. (2017) "Effects of personality traits and preferences on M-learning," International Journal of Information Technology, 9(1), 77-86. [doi:10.1007/s41870-017-0012-0] Link to paper, PDF
Chow, C. & Gedeon, T. D. (2017) "Evaluating crowdsourced relevance assessments using self-reported traits and task speed," In Proceedings of the 29th Australian Conference on Computer-Human Interaction (OZCHI '17), Alessandro Soro, et al. . ACM, New York, NY, USA, 407-411. [doi:10.1145/3152771.3156146] Link to paper, PDF
Liu, Y. H., Thomas, P., Bacic, M., Gedeon, T., & Li, X. (2017) "Natural search user interfaces for complex biomedical search An eye tracking study," Journal of the australian library and information association, 66(4), 364-381. [doi:10.1080/24750158.2017.1357915] Link to paper, PDF
Kim, J., Thomas, P., Sankaranarayana, R., Gedeon, T., & Yoon, H. J. (2017) "What snippet size is needed in mobile web search," In Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval (pp. 97-106). [doi:10.1145/3020165.3020173] Link to paper, PDF
Naqshbandi, K., Gedeon, T., & Abdulla, U. A. (2016) "Automatic clustering of eye gaze data for machine learning," In 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 001239-001244). IEEE. [doi:10.1109/SMC.2016.7844411] Link to paper, PDF
M. Al-Ismail, T. Gedeon, R. Sankaranarayana and M. Yamin (2016) "Big 5 personality traits affect m-learning preferences in different contexts and cultures," 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, 2016, pp. 1378-1382. Link to paper, PDF
Caldwell, S. B., & Gedeon, T. D (2016) "Boldly going where no higher educators have gone before A review of the 1st International Conference on Higher Education Advances, Valencia, Spain," Procedia Social and Behavioral Sciences, 228, 348-355. [doi:10.1016/j.sbspro.2016.07.052] Link to paper, PDF
Dhall, A., Goecke, R., Gedeon, T., & Sebe, N. (2016) "Emotion recognition in the wild," Journal on Multimodal User Interfaces, 2(10), 95-97. [Impact Factor 1.017] [doi:10.1007/s12193-016-0213-z] Link to paper, PDF
Dhall, A., Goecke, R., Joshi, J., Hoey, J., & Gedeon, T. (2016) "Emotiw 2016: Video and group-level emotion recognition challenges," In 18th ACM International Conference on Multimodal Interaction (pp. 427-432). [Qualis A2] [doi:10.1145/2993148.2997638] Link to paper, PDF
Yamin, M., Al-Ismail, M., Gedeon, T., & Sankaranarayana, R. (2016) "M-learning preferences and learning preferences," In 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 1363-1367). IEEE. Link to paper, PDF
Copeland, L., Gedeon, T., & Caldwell, S. (2016) "Mitigating distractions during online reading An explorative study," In 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 004830-004835). IEEE. [doi:10.1109/SMC.2016.7844993] Link to paper, PDF
Hossain, M. Z., Gedeon, T., & Sankaranarayana, R. (2016) "Observer's Galvanic Skin Response for Discriminating Real from Fake Smiles," In the 27th Australasian Conference on Information Systems, Wollongong, Australia, 8 pages. [ERA A] Link to paper, PDF
Kim, J., Thomas, P., Sankaranarayana, R., Gedeon, T., & Yoon, H. J. (2016) "Pagination versus scrolling in mobile web search," In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management (pp. 751-760). [doi:10.1145/2983323.2983720] Link to paper, PDF
M.Z. Hossain, T.D. Gedeon, R. Sankaranarayana, D. Apthorp, A. Dawel (2016) "Pupillary responses of Asian observers in discriminating real from fake smiles: A preliminary study," In 10th International Conference on Methods and Techniques in Behavioral Research, Measuring Behavior, Dublin, Ireland, pp. 170-174. PDF
Wittek, P., Liu, Y. H., Darányi, S., Gedeon, T., & Lim, I. S. (2016) "Risk and ambiguity in information seeking Eye gaze patterns reveal contextual behavior in dealing with uncertainty," Frontiers in psychology, 7, 1790 [doi:10.3389/fpsyg.2016.01790] Link to paper, PDF
Irani, R., Nasrollahi, K., Dhall, A., Moeslund, T. B., & Gedeon, T. (2016) "Thermal super-pixels for bimodal stress recognition," In IEEE International Conference on Image Processing Theory, Tools and Applications. IEEE. [doi:10.1109/IPTA.2016.7821002] Link to paper, PDF
Kim, J., Thomas, P., Sankaranarayana, R., Gedeon, T., & Yoon, H. J. (2016) "Understanding eye movements on mobile devices for better presentation of search results," Journal of the Association for Information Science and Technology, 67(11), 2607-2619. [doi:10.1002/asi.23628] Link to paper, PDF
Coward, L. A., & Gedeon, T. D. (2016) "Using the change manager model for the hippocampal system to predict connectivity and neurophysiological parameters in the perirhinal cortex," Computational Intelligence and Neuroscience, 2016. [doi:10.1155/2016/8625875] Link to paper, PDF
Picek, S., McKay, R. I., Santana, R., & Gedeon, T. D. (2015, July) "Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces," In Proceedings of the 2015 on Genetic and Evolutionary Computation Conference (pp. 457-464). ACM. [ERA Rank: A] [doi:10.1145/2739480.2754739] Link to paper, PDF
Taylor, J. L., Tsimeris, J., Zhu, X., Stevenson, D., & Gedeon, T. (2015, April) "Observations from Teaching HCI to Chinese Students in Australia," In Proceedings of the ASEAN CHI Symposium'15 (pp. 31-35). ACM. [doi:10.1145/2776888.2780366] Link to paper, PDF
Dhall, A., Goecke, R., & Gedeon, T. (2015) "Automatic Group Happiness Intensity Analysis," IEEE Transactions on Affective Computing, 6(1), 13-26. [ISI, ERA rank: A*, Impact factor: 2.675] [doi:10.1109/TAFFC.2015.2397456] Link to paper, PDF
Sabrina B. Caldwell, Tamás D. Gedeon, Richard L. Jones et al. (2015) "Comparing eye gaze tracking to reported perceptions of manipulatedand unmanipulated digital images," Australian Journal of Intelligent Information Processing Systems, 14(3), 26-36. Link to paper, PDF
Gedeon, T. D. (2015) "Conservation of relative fuzziness: Retrospective and triangular extension," In 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (pp. 1-7). IEEE. [doi:10.1109/FUZZ-IEEE.2015.7338025] Link to paper
Taylor, J. L., Stevenson, D., & Gedeon, T (2015) "Domain Exploration of ICT Use in Consumer-to-Producer Feedback Loops within the Fair Trade System," In Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (pp. 231-239). [doi:10.1145/2838739.2838754] Link to paper, PDF
U. Rampaul and T.D. Gedeon (2015) "Evaluation of e-Readers: A Preliminary Analysis," Australian Journal of Intelligent Information Processing Systems, 14(3), 37-53. Link to paper, PDF
Gedeon, T., & Oakden, A. (2015) "Extreme Learning Machines with Simple Cascades," In International Conference on Simulation and Modeling Methodologies, Technologies and Applications (Vol. 2, pp. 271-278). SCITEPRESS. [doi:10.5220/0005539502710278] Link to paper, PDF
Kim, J., Thomas, P., Sankaranarayana, R., Gedeon, T., & Yoon, H. J. (2015) "Eye-tracking analysis of user behavior and performance in web search on large and small screens," Journal of the Association for Information Science and Technology, 66(3), 526-544. [ISI, ERA rank: A*, Impact factor: 2.23] [doi:10.1002/asi.23187] Link to paper, PDF
Sharma, N., & Gedeon, T. (2015) "Modeling observer stress: A computational approach," Intelligent Decision Technologies, 9(2), 191-207. [doi:10.3233/IDT-140216] Link to paper, PDF
Henschke, M., Gedeon, T., & Jones, R. (2015) "Touchless Gestural Interaction with Wizard-of-Oz: Analysing User Behaviour," In Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (pp. 207-211). [doi:10.1145/2838739.2838792] Link to paper, PDF
Copeland, L.D.; Gedeon, T.D. (2015) "Tutorials in eLearning-How Presentation Affects Outcomes," IEEE Transactions on Emerging Topics in Computing, 5(1), 20-31. [Impact Factor 3.826]. [doi:10.1109/TETC.2015.2499257] Link to paper, PDF
Dhall, A., Ramana Murthy, O. V., Goecke, R., Joshi, J., & Gedeon, T. (2015) "Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015," In Proceedings of the 2015 ACM on international conference on multimodal interaction (pp. 423-426). [doi:10.1145/2818346.2829994] Link to paper, PDF
Copeland, L., & Gedeon, T. (2015) "Visual Distractions Effects on Reading in Digital Environments: A Comparison of First and Second English Language Readers," In Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (pp. 506-516). [doi:10.1145/2838739.2838762] Link to paper, PDF
Dhall, A., Goecke, R., Joshi, J., Sikka, K., & Gedeon, T. (2014, November) "Emotion recognition in the wild challenge 2014: Baseline," data and protocol, In Proceedings of the 16th International Conference on Multimodal Interaction (pp. 461-466). ACM. [doi:10.1145/2663204.2666275] Link to paper, PDF
Copeland, L., & Gedeon, T. (2014, December) "Effect of presentation on reading behaviour," In Proceedings of the 26th Australian Computer-Human Interaction Conf. on Designing Futures: the Future of Design (pp. 230-239). ACM. [doi:10.1145/2686612.2686648] Link to paper, PDF
Gedeon, T., & Yamin, M. (2014) "Face to Face or Facebook: 21st Century University Education: A Survey," In Service Science and Knowledge Innovation(pp. 471-477). Springer Berlin Heidelberg. [doi:10.1007/978-3-642-55355-4_49] Link to paper, PDF
Copeland, L., Gedeon, T., & Caldwell, S. (2014) "Framework for Dynamic Text Presentation in eLearning," 6th international conference on Intelligent Human Computer Interaction, Procedia Computer Science, 39, 150-153. [doi:10.1016/j.procs.2014.11.022] Link to paper, PDF
Copeland, L., Gedeon, T., & Mendis, S. (2014) "Fuzzy Output Error as the Performance Function for Training Artificial Neural Networks to Predict Reading Comprehension from Eye Gaze," In Neural Information Processing (pp. 586-593). Springer International Publishing. [doi:10.1007/978-3-319-12637-1_73] Link to paper, PDF
Gedeon, T., Zhu, X., He, K., & Copeland, L. (2014) "Fuzzy Signature Neural Networks for Classification: Optimising the Structure," In Neural Information Processing (pp. 335-341). Springer International Publishing. [doi:10.1007/978-3-319-12637-1_42] Link to paper, PDF
Henschke, M., & Gedeon, T. (2014) "Identifying Optimal Attributes in 3D Interface Devices," In Proceedings of the XV International Conference on Human Computer Interaction (p. 65). ACM. [doi:10.1145/2662253.2662318] Link to paper, PDF
Sharma, N., and Gedeon, T.D. (2014) "Modeling a stress signal," Applied Soft Computing, 14, 53-61. [doi:10.1016/j.asoc.2013.09.019] Link to paper, PDF
Sharma, N., and Gedeon, T.D. (2014) "Modeling observer stress for typical real environments," Expert Systems with Applications, 41(5), 2231-2238. [doi:10.1016/j.eswa.2013.09.021] Link to paper, PDF
Gregor, S., Lin, A., Gedeon, T., Riaz, A., Zhu, D. (2014) "Neuroscience and a nomological network for the understanding and assessment of emotions in information systems research," Journal of Management Information Systems (JMIS), 30(4), 13-48. [ERA Rank: A*] [doi:10.2753/MIS0742-1222300402] Link to paper, PDF
Copeland, L., Gedeon, T., & Mendis, S. (2014) "Predicting reading comprehension scores from eye movements using artificial neural networks and fuzzy output error," Artificial Intelligence Research, 3(3), p35. [doi:10.5430/air.v3n3p35] Link to paper, PDF
Sharma, N., Dhall, A., Gedeon, T., & Goecke, R. (2014) "Thermal spatio-temporal data for stress recognition," EURASIP Journal on Image and Video Processing, 2014(1), 1-12. [SCI-E, Impact factor: 0.66] [doi:10.1186/1687-5281-2014-28] Link to paper, PDF
Copeland, L., & Gedeon, T. (2014) "What are You Reading Most: Attention in eLearning," 6th international conference on Intelligent Human Computer Interaction, Procedia Computer Science, 39, 67-74. [doi:10.1016/j.procs.2014.11.011] Link to paper, PDF
Alghowinem, S., Goecke, R., Wagner, M., Epps, J., Gedeon, T., Breakspear, M. and Parker, G. (2013) "A comparative study of different classifiers for detecting depression from spontaneous speech," In Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference, pp. 8022-8026, IEEE. [Impact factor: 1.16] [doi:10.1109/ICASSP.2013.6639227] Link to paper, PDF
Sharma, N. and Gedeon, T.D. (2013) "Classification of Physiological Sensor Signals Using Artificial Neural Networks," 20th International Conference on Neural Information Processing, Springer, LNCS 8227, pp. 504-511. [ERA Rank: A] [doi:10.1007/978-3-642-42042-9_63] Link to paper, PDF
Sharma, N., and Gedeon, T. (2013) "Computational Models of Stress in Reading Using Physiological and Physical Sensor Data," In Advances in Knowledge Discovery and Data Mining, pp. 111-122, Springer Berlin Heidelberg. [doi:10.1007/978-3-642-37453-1_10] Link to paper, PDF
Gedeon, T.D., Paget, L. and Zhu, D. (2013) "Distance Metrics for Time-Series Data with Concentric Multi-Sphere Self Organizing Maps," 20th International Conference on Neural Information Processing, Springer, LNCS 8227, pp. 561-568. [ERA Rank: A] [doi:10.1007/978-3-642-42042-9_94] Link to paper, PDF
Dhall, A., Goecke, R., Joshi, J., Wagner, M., and Gedeon, T.D. (2013) "Emotion Recognition In The Wild Challenge 2013," In Proc. ACM International Conference on Multimodal Interaction [doi:10.1145/2522848.2531739] Link to paper, PDF
Sharma, N., Gedeon, T. D. and Mendis, B. S. U. (2013) "Evolutionary algorithms using cluster patterns for timetabling," Intelligent Decision Technologies, 7(2), 137-150. [doi:10.3233/IDT-130157] Link to paper, PDF
Henschke, M., Gedeon, T.D. and Jones, R. (2013) "Extending the index finger is worse than sitting: Posture and minimal objects in 3D pointing interfaces," In Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference, pp. 797-802, IEEE. [doi:10.1109/CogInfoCom.2013.6719208] Link to paper, PDF
Tsimeris, J., Dedman, C., Broughton, M. and Gedeon, T. (2013) "ForceForm: a dynamically deformable interactive surface," Proceedings of the 2013 ACM international conference on Interactive tabletops and surfaces, pp. 175-178, ACM. [doi:10.1145/2512349.2512807] Link to paper, PDF
Sharma, N. and Gedeon, T. (2013) "Hybrid genetic algorithms for stress recognition in reading," Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, pp. 117-128, Springer Berlin Heidelberg. [doi:10.1007/978-3-642-37189-9_11] Link to paper, PDF
Copeland, L. and Gedeon, T. (2013) "Measuring reading comprehension using eye movements," In Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference, pp. 791-796, IEEE. [doi:10.1109/CogInfoCom.2013.6719207] Link to paper, PDF
Robert, K., Zhu, D., Huang, W., Alem, L. and Gedeon, T. (2013) "MobileHelper: remote guiding using smart mobile devices," hand gestures and augmented reality, In SIGGRAPH Asia 2013 Symposium on Mobile Graphics and Interactive Applications, article 39, 5 pages, ACM. [Approx accept rate 20%] [doi:10.1145/2543651.2543664] Link to paper, PDF
Sharma, N. and Gedeon, T. (2013) "Modeling stress recognition in typical virtual environments," Pervasive Computing Technologies for Healthcare, 7th International Conference on Pervasive Health, pp. 17-24, IEEE. [doi:10.4108/icst.pervasivehealth.2013.252011] Link to paper, PDF
Sharma, N., Dhall, A., Gedeon, T. and Goecke, R. (2013) "Modeling stress using thermal facial patterns: A spatio-temporal approach," In Affective Computing and Intelligent Interaction (ACII), 2013 Humaine Association Conference, pp. 387-392, IEEE. [Accept rate 31%] [doi:10.1109/ACII.2013.70] Link to paper, PDF
Oliver, G., Sunehag, P. and Gedeon, T. (2013) "Online feature selection for Brain Computer Interfaces," Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2013 IEEE Symposium on (pp. 122-129). IEEE. [doi:10.1109/CCMB.2013.6609175] Link to paper, PDF
Sharma, N. and Gedeon, T. (2013) "Optimal time segments for stress detection," In Machine Learning and Data Mining in Pattern Recognition, pp. 421-433, Springer Berlin Heidelberg. [doi:10.1007/978-3-642-39712-7_32] Link to paper, PDF
Copeland, L. and Gedeon, T. (2013) "The effect of subject familiarity on comprehension and eye movements during reading," In Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration, pp. 285-288, ACM. [doi:10.1145/2541016.2541082] Link to paper, PDF
Tsimeris, J., Stevenson, D., Adcock, M., Gedeon, T.D., and Broughton, M. (2013) "User created tangible controls using ForceForm: a dynamically deformable interactive surface," Proceedings Adjunct of the 26th annual ACM symposium on User Interface Software and Technology, pp. 95-96, ACM. [doi:10.1145/2508468.2514727] Link to paper, PDF
Tsimeris, J., Stevenson, D., Gedeon, T.D. and Adcock, M. (2013) "Using ForceForm a dynamically deformable interactive surface," for palpation simulation in medical scenarios, In Proceedings of the second international workshop on Smart material interfaces: another step to a material future, pp. 19-22, ACM. [doi:10.1145/2534688.2534693] Link to paper, PDF
Henschke, M., Gedeon, T., Jones, R., Caldwell, S. and Zhu, D. (2013) "Wands Are Magic: A Comparison of Devices Used in 3D Pointing Interfaces," Human-Computer Interaction-INTERACT 2013 (pp. 512-519). Springer Berlin Heidelberg. [doi:10.1007/978-3-642-40477-1_32] Link to paper, PDF
Dhall, A., Goecke, R., Lucey, S. and Gedeon, T.D. (2012) "A Semi-Automatic Method for Collecting Richly Labelled Large Facial Expression Databases from Movies," IEEE Multimedia, vol. 19: 3 pp. 34-41. PDF
Sharma, N. and Gedeon, T.D. (2012) "Artificial Neural Network Classification Models for Stress in Reading," ICONIP Conference on Neural Information Processing, LNCS vol. 7666, pp. 388-395. [ERA Rank: A] [doi:10.1007/978-3-642-34478-7_48] Link to paper, PDF
Oliver, G., Sunehag, P., & Gedeon, T. (2012) "Asynchronous Brain Computer Interface using Hidden Semi-Markov Models," In 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 2728-2731). IEEE. [doi:10.1109/EMBC.2012.6346528] Link to paper, PDF
Krumpholz, A., Hawking, D., Jones, R.L., Gedeon, T.D. and Greville, H. (2012) "Automated medical literature retrieval," The Australasian Medical Journal, 5(9), pp. 489-496 [doi:10.4066/AMJ.2012.1378] Link to paper, PDF
Dhall, A., Goecke, R., Lucey, S., & Gedeon, T. (2012) "Collecting Large, Richly Annotated Facial-Expression Databases from Movies," Collecting large, richly annotated facial-expression databases from movies. IEEE Annals of the History of Computing, [doi:10.1109/MMUL.2012.26] Link to paper, PDF
Rajabiyazdi, F., Gedeon, T.D. (2012) "Comparing User Performance on an iPad to a 17-inch BackPad," Sixth Internationa Conference on Complex, Intelligent and Software Intensive Systems (CISIS), pp. 469-474. [doi:10.1109/CISIS.2012.215] Link to paper, PDF
Kim, J., Thomas, P., Sankaranarayana, R. and Gedeon, T.D. (2012) "Comparing scanning behaviour in web search on small and large screens," Australian Document Computing Symposium, Melbourne. [ERA Rank: B] [doi:10.1145/2407085.2407089] Link to paper, PDF
Mendis, B.S.U. and Gedeon, T.D. (2012) "Complex Structured Decision Making Model: A hierarchical framework for complex structured data," Information Sciences, vol. 194, pp. 85-106. [Impact factor: 2.833] [doi:10.1016/j.ins.2011.08.010] Link to paper, PDF
Gedeon, T.D., Zhu, D. and Bersot, S. (2012) "Developing a Situated Virtual Reality Simulation for Telerobotic Control and Training," E-Learning and Games for Training, Education, Health and Sports, LNCS vol. 7516, pp 13-22. [doi:10.1007/978-3-642-33466-5_2] Link to paper, PDF
Liu, YH, Thomas, P, Schmakeit, JF, and Gedeon, T. (2012) "Do users benefit from controlled vocabularies in search interfaces?," Tony Russell-Rose, Birger Larsen, and James Kalbach. Vol. 909. CEUR Workshop Proceedings, pp. 71-74. url: http://ceur- ws.org/Vol-909/poster10.pdf. Link to paper, PDF
Manuaba, I.B.K., Taylor, K., Gedeon, T.D. (2012) "Evaluation of Response Models to a Series of Commands in a Telerobotics Supervisory Control System," Intelligent Robotics and Applications, LNCS vol. 7508, pp. 73-84. [doi:10.1007/978-3-642-33503-7_8] Link to paper, PDF
Gedeon, T., Copeland, L., & Mendis, B. S. (2012) "Fuzzy Output Error," Australian Journal of Intelligent Information Processing Systems, 13(2), 37-43. Link to paper, PDF
Rajabiyazdi, F., Gedeon, T.D. (2012) "Hand grip strength on a large PDA: Holding while reading is different from a functional task," Sixth Internationa Conference on Complex, Intelligent and Software Intensive Systems (CISIS), pp. 475-480. [doi:10.1109/CISIS.2012.110] Link to paper, PDF
Wu, H., Gedeon, T.D. and Zhu, D. (2012) "Investigating the quality of different Self-Organizing Map topologies for complex data," 4th IEEE International Conference on Logistics and Industrial Informatics (LINDI), pp. 221-226. [doi:10.1109/LINDI.2012.6319492.] Link to paper, PDF
Vo, T., Gedeon, T.D. and Tran, D. (2012) "Modeling the Mental Differentiation Task with EEG," ICONIP Conference on Neural Information Processing, LNCS vol. 7664, pp. 388-395. [ERA Rank: A] [doi:10.1007/978-3-642-34481-7_44] Link to paper, PDF
Sharma, N. and Gedeon, T.D. (2012) "Objective measures sensors and computational techniques for stress recognition and classification: A survey," Computer Methods and Programs in Biomedicine, vol. 108:3, pp. 1287-1301. [Era Rank: A*] [doi:10.1016/j.cmpb.2012.07.003] Link to paper, PDF
Oliver, G., Sunehag, P., & Gedeon, T. (2012) "Recursive channel selection techniques for brain computer interfaces," In 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 1753-1756). IEEE. [doi:10.1109/EMBC.2012.6346288] Link to paper, PDF
Tsimeris, J., Gedeon, T., & Broughton, M. (2012) "Using magnetic forces to convey state information: an exploration of a haptic technology," In Proceedings of the 24th Australian Computer-Human Interaction Conference (pp. 620-623). [doi:10.1145/2414536.2414630] Link to paper, PDF
D. Zhu and T.D. Gedeon (2012) "WiiFitChair: A Chair-based Interface for Hands-free Remote Camera Control," Australian Journal of Intelligent Information Processing Systems, 13(2), 29-36. Link to paper, PDF
Coward, L. A., & Gedeon, T. (2011) "Architectures of complex learning systems," Frontiers in Artificial Intelligence and Applications [doi:10.3233/978-1-60750-959-2-79] Link to paper, PDF
Krumpholz, A., Hadad, A., Studeny, N., Wien, T., Gedeon, T.D. and Hawking, D. (2011) "Automatic identification of the most important elements in an XML collection," Australian Document Computing Symposium, Canberra. [ERA Rank: B] Link to paper, PDF
Manuaba,, I.B.K., Taylor, K. and Gedeon, T. (2011) "Comparison between two mixed reality environments as a teleoperation interface," Proceedings of 2011 IEEE International Conference on Robotics and Automation (ICRA 2011), Shanghai, China, pp. 1335-1340. [ERA Rank: A] [doi:10.1109/ICRA.2011.5979828] Link to paper, PDF
Fahey, D., Gedeon, T.D. and Zhu, D. (2011) "Document Classification on Relevance: A Study on Eye Gaze Patterns for Reading," Proceedings of 18th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2011), Shanghai, China, November, 2011, Lecture Notes in Computer Science, Vol.7063, pp. 143-150. [ERA Rank: A] [doi:10.1007/978-3-642-24958-7_17] Link to paper, PDF
Dhall, A., Asthana, A., Goecke, R. and Gedeon, T. (2011) "Emotion recognition using PHOG and LPQ features," Proceedings of 9th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), Santa Barbara, CA, USA, pp. 878-883. [doi:10.1109/FG.2011.5771366] Link to paper, PDF
Manuaba. I, Talylor. K & Gedeon. T (2011) "Exploration Mixed Reality Environment for Teleoperation Interface: An Option to Provide Effective Information," Australian Journal of Intelligent Information Processing Systems, 13(1), 31-38 Link to paper, PDF
Zhu, D., Gedeon, T.D. and Taylor, K. (2011) "Exploring Camera Viewpoint Control Models for a Multi-Tasking Setting in Teleoperation," Proceedings of 29th ACM Conference on Human Factors in Computing Systems (CHI 2011), Vancouver, BC, Canada, May, 2011, pp.53-62. [ERA Rank: A, Acceptance Rate: 26%] [doi:10.1145/1978942.1978952] Link to paper, PDF
Zhu, D., Gedeon, T. D. and Taylor, K. (2011) "Moving to the Centre: A gaze-driven remote camera control for teleoperation," Interacting with Computers (IwC), Vol 23:1, pp. 85-95. [Impact factor: 1.192] [doi:10.1016/j.intcom.2010.10.003] Link to paper, PDF
Gál, V., Solt, I., Gedeon, T., & Nachtegael, M. (2011) "Multi-disciplinary modality classification for medical images," magnetic resonance imaging, 17, 1-7. Link to paper, PDF
Manna, S. and Gedeon, T. (2011) "Performance enhancement of Hierarchical Document Signature: A comprehensive study," Proceedings of 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), Taipei, Taiwan, pp. 1874-1881. [ERA Rank: A] [doi:10.1109/FUZZY.2011.6007657] Link to paper, PDF
Vo, T. and Gedeon, T (2011) "Reading Your Mind: EEG during Reading Task," In: Lu BL., Zhang L., Kwok J. (eds) Neural Information Processing. ICONIP 2011. Lecture Notes in Computer Science, vol 7062. Springer, Berlin, Heidelberg. [ERA Rank: A] [doi:10.1007/978-3-642-24955-6_48] Link to paper, PDF
Dhall, A., Goecke, R., Lucey, S. and Gedeon, T.D. (2011) "Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark," evaluation protocol and benchmark, Computer Vision Workshops (ICCV Workshops), 2011 IEEE International Conference, pp.2106-2112. [doi:10.1109/ICCVW.2011.6130508] Link to paper, PDF
Sharma, N. and Gedeon, T. (2011) "Stress Classification for Gender Bias in Reading," In: Lu BL., Zhang L., Kwok J. (eds) Neural Information Processing. ICONIP 2011. Lecture Notes in Computer Science, vol 7064. Springer, Berlin, Heidelberg. [ERA Rank: A] [doi:10.1007/978-3-642-24965-5_39] Link to paper, PDF
Mendis, B.S.U. and Gedeon, T.D. (2011) "WRAO and OWA Learning Using Levenberg-Marquardt and Genetic Algorithms," Memetic Computing, Vol. 3, No.2, pp. 101-110. [doi:10.1007/s12293-010-0054-3] Link to paper, PDF
Krumpholz, A, Hawking, D & Gedeon, T (2011) "Your Personal, Virtual Librarian," in Gunther Kreuzberger, Aran Lunzer, Roland Kaschek (ed.), Interdisciplinary Advances in Adaptive and Intelligent Assistant Systems: Concepts, Techniques, Applications, and Use, Information Science Reference, Hershey USA, pp. 199-234. [doi:10.4018/978-1-61520-851-7.ch009] Link to paper, PDF
Manna S., Mendis B.S.U., Gedeon T. (2010) "An Enhanced Framework of Subjective Logic for Semantic Document Analysis," In: Torra V., Narukawa Y., Daumas M. (eds) Modeling Decisions for Artificial Intelligence. MDAI 2010. Lecture Notes in Computer Science, vol 6408. Springer, Berlin, Heidelberg. [doi:10.1007/978-3-642-16292-3_23] Link to paper, PDF
Oliver, G. and Gedeon, T.D. (2010) "Brain Computer Interfaces: A Recurrent Neural Network Approach," ICONIP2010, LNCS 6444, pp. 66-73. [rank A] [doi:10.1007/978-3-642-17534-3_9] Link to paper, PDF
Manna, S., Mendis, B.S.U. and Gedeon, T.D. (2010) "Capture of Evidence for Summarization: An Application of Enhanced Subjective Logic," PAKDD 2010, LNCS 6119, pp. 291-298. [rank A] [doi:10.1007/978-3-642-13672-6_29] Link to paper, PDF
Manna, S., Mendis, B.S.U. and Gedeon, T.D. (2010) "Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature," ICONIP2010, LNCS 6443, pp. 296-304. [rank A] [doi:10.1007/978-3-642-17537-4_37] Link to paper, PDF
Mendis, B.S.U. and Gedeon, T.D. (2010) "Estimation of Possibility-Probability Distributions," IPMU 2010, Springer CCIS 80, pp. 338-347. [doi:10.1007/978-3-642-14055-6_35] Link to paper, PDF
Zhu, D., Gedeon, T.D. and Mendis, B.S.U. (2010) "Fuzzy Methods Based Eye Gaze Inference for Cooperative Robot Communication," International Journal of Intelligent Information and Database Systems, 4:10, pp. 43-59. [doi:10.1504/IJIIDS.2010.031761] Link to paper, PDF
Vo, T., Gedeon, T.D. and Mendis, B.S.U. (2010) "Gaze pattern and reading comprehension," ICONIP2010, LNCS 6444, pp. 123-130. [rank A] [doi:10.1007/978-3-642-17534-3_16] Link to paper, PDF
Zhu, D., Gedeon, T., & Taylor, K. (2010) "Head or gaze?: controlling remote camera for hands-busy tasks in teleoperation: a comparison," In Proceedings of the 22nd Conference of the Computer-Human Interaction Special Interest Group of Australia on Computer-Human Interaction (pp. 300-303). [doi:10.1145/1952222.1952286] Link to paper, PDF
Hadad, A., Mendis, B.S.U. and Gedeon, T.D. (2010) "Improvements in Sugeno-Yasukawa modelling algorithm," Proceedings FUZZ-IEEE 2010, 6 pages. [rank A] [doi:10.1109/FUZZY.2010.5584315] Link to paper, PDF
Zhu, D., Gedeon, T.D. and Taylor, K. (2010) "Natural Interaction Enhanced Remote Camera Control for Teleoperation," CHI'2010, pp. 3229-3234. [rank A conference] [doi:10.1145/1753846.1753963] Link to paper, PDF
Mendis, B.S.U. and Gedeon, T.D. (2010) "Polymorphic fuzzy signatures," Proceedings FUZZ-IEEE 2010, 7 pages. [rank A] [doi:10.1109/FUZZY.2010.5584440,] Link to paper, PDF
Manna, S. and Gedeon, T.D. (2010) "Semantic Hierarchical Document Signature for determining sentence similarity," Proceedings FUZZ-IEEE 2010, 8 pages. [rank A] [doi:10.1109/FUZZY.2010.5584332] Link to paper, PDF
Manna, S. Gedeon, T.D., Mendis, B.S.U. and Jones, R.L. (2009) "Evidence based approach for sentence extraction from single documents," Gyor Transactions on Engineering, Series on Computational Intelligence, 2009, 1-21. Link to paper, PDF
Hadad, A., Gedeon, T.D. and Mendis, B.S.U. (2009) "Finding input sub-spaces for Polymorphic Fuzzy Signatures," FUZZ-IEEE 2009 International Conference on Fuzzy Systems, pp. 1089-1094. [rank A conference] [doi:10.1109/FUZZY.2009.5277055] Link to paper, PDF
Ballagi, Á, Kóczy, L.T. and Gedeon, T.D. (2009) "Fuzzy Communication and Motion Control by Fuzzy Signatures in Intelligent Mobile Robots," in Fodor, J. and Kacprzyk, J. Aspects of Soft Computing, Intelligent Robotics and Control, Springer, v. 241, pp. 147-164. [doi:10.1007/978-3-642-03633-0_9] Link to paper, PDF
Manna, S., Mendis, B.S.U. and Gedeon, T.D. (2009) "Hierarchical document signature: A specialized application of fuzzy signature for document computing," FUZZ-IEEE 2009 International Conference on Fuzzy Systems, pp. 1083-1088. [rank A conference] [doi:10.1109/FUZZY.2009.5277054] Link to paper, PDF
Coward, L.A. and Gedeon, T.D. (2009) "Implications of resource limitations for a conscious machine," Neurocomputing, vol 72, iss 4-6, January 2009, pp. 767-788. [doi:10.1016/j.neucom.2008.06.015] Link to paper, PDF
Zhu, D., Gedeon, T.D. and Taylor, K. (2009) "Keyboard before Head Tracking Depresses User Success in Remote Camera Control," Proceedings INTERACT 2009, pp. 319-331. [doi:10.1007/978-3-642-03658-3_37] Link to paper, PDF
Asthana, A., Goecke, R, Quadrianto, N and Gedeon, T.D. (2009) "Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal Images Only," Proceedings IEEE Comp. Vision & Pat. Recog. (CVPR), pp. 1635-1642. [rank A conference] [doi:10.1109/CVPR.2009.5206766] Link to paper, PDF
Asthana, A., Sanderson, C., Gedeon, T.D. and Goecke, R. (2009) "Learning-based Face Synthesis for Pose-Robust Recognition from Single Image," Proceedings of the British Machine Vision Conference BMVC2009, London, UK, 7-10 Sep. 2009, BMVA, pp. 1-10. [rank B conference] [doi:10.5244/C.23.31] Link to paper, PDF
Ballagi, Á, Kóczy, L.T. and Gedeon, T.D. (2009) "Motion control and communication of cooperating intelligent robots by fuzzy signatures," FUZZ-IEEE 2009 International Conference on Fuzzy Systems, pp. 1073-1078. [rank A conference] [doi:10.1109/FUZZY.2009.5277207] Link to paper, PDF
Hawking, D., Thomas, P., Gedeon, T., Jones, T., & Rowlands, T. (2009) "New methods for creating testfiles: Tuning enterprise search with C-TEST," In Proceedings of the SIGIR 2009 Workshop on the Future of IR Evaluation (pp. 5-6). Link to paper, PDF
Ballagi, Á, Kóczy, L.T. and Gedeon, T.D. (2009) "Robot Cooperation without Explicit Communication by Fuzzy Signatures and Decision Trees," Proceedings, IFSA-EUSFLAT 2009, pp. 1468-1473. [rank B conference / A in subfield] Link to paper, PDF
Manna, S, Petres, Z and Gedeon, TD (2009) "Significant term extraction by Higher Order SVD," 7th International Symposium on Applied Machine Intelligence and Informatics, Herlány, Slovakia, pp. 63-68. [doi:10.1109/SAMI.2009.4956610] Link to paper, PDF
Manna, S., Petres, Z. and Gedeon, T.D. (2009) "Tensor term indexing: An application of HOSVD for document summarization," ISCIII '09. 4th International Symposium on Computational Intelligence and Intelligent Informatics, pp. 135-141. [doi:10.1109/ISCIII.2009.5342266] Link to paper, PDF
S. Manna and T. Gedeon (2009) "Web Search Engines A Basis For Term Evaluation," Australian Journal of Intelligent Information Processing Systems, 10(3), 28-40. Link to paper, PDF
Mendis, B.S.U. and Gedeon, T.D. (2008) "A Comparison: Fuzzy Signatures and Choquet Integral," IEEE World Congress on Computational Intelligence, WCCI. Hong Kong, pp. 1464-1471. [rank A conference] [doi:10.1109/FUZZY.2008.4630565] Link to paper, PDF
Hadad , A.H., Gedeon, T.D., Shabazi, S. and Bahrami, S. (2008) "A Modified version of Sugeno-Yasukawa Modeler," 13th Int. CSI Computer Conference (CSICC'08), Iran, pp. 852-856. [unranked conference] [doi:10.1007/978-3-540-89985-3_118] Link to paper, PDF
Manna, S and Gedeon, TD (2008) "A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction," Intelligence and Security Informatics: IEEE International Workshops: Paisi, Paccf and Soco 2008, Taipei, LNCS 5075, pp. 14-20. [doi:10.1007/978-3-540-69304-8_2] Link to paper, PDF
Zhu, D., Mendis, B. S. U., Gedeon, T. D., Asthana, A. and Goecke, R. (2008) "A hybrid fuzzy approach for human eye gaze pattern recognition," Proceedings of 15th International Conference on Neural Information Processing (ICONIP'08), pp. 655-662. [rank A conference] [doi:10.1007/978-3-642-03040-6_80] Link to paper, PDF
Mendis, B.S.U. and Gedeon, T.D. (2008) "Aggregation selection for hierarchical fuzzy signatures: A comparison of hierarchical OWA and WRAO," In International Conference of Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU), Spain. [rank B conference / A in this subfield] Link to paper, PDF
Gedeon, T.D., Zhu, D. and Mendis, B.S.U. (2008) "Eye gaze assistance for a game-like interactive task," Int. J. of Computer Games Technology, pp. 1-10. [doi:10.1155/2008/623725] Link to paper, PDF
Zhu, D. and Gedeon, T.D. (2008) "Fuzzy Logic for Cooperative Robot Communication," The 2nd KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications, Springer LNAI, vol. 4953, Inchon, Korea, pp. 401-410. [doi:10.1007/978-3-540-78582-8_41] Link to paper, PDF
Khoo, S. and Gedeon, T. (2008) "Generalisation Performance vs. Architecture Variations in Constructive Cascade Networks," In Proc. International Conference on Neural Information Processing, pp. 316-317. [rank A conference] [doi:10.1007/978-3-642-03040-6_29] Link to paper, PDF
Huang, Z.H., Gedeon, T.D. and Nikravesh, M. (2008) "Pattern Trees Induction: A New Machine Learning Method," IEEE Transaction on Fuzzy Systems, vol 16:4, pp. 958-970. [rank A* journal] [doi:10.1109/TFUZZ.2008.924348] Link to paper, PDF
Huang, Z.H., Nikravesh, M., Gedeon, T.D., and Azvine, B. (2008) "Pattern trees: an effective machine learning approach," Studies in Fuzziness and Soft Computing, Springer Berlin/Heidelberg, vol. 218, pp. 399-433. [doi:10.1007/978-3-540-73185-6_22] Link to paper, PDF
Kóczy, LT, Botzheim, J and Gedeon TD (2007) "Fuzzy Models and Interpolation," in M. Nikravesh, J. Kacprzyk and L. A. Zadeh (eds) Forging New Frontiers: Fuzzy Pioneers I, pp. 121-142. [doi:10.1007/978-3-540-73182-5_6] Link to paper, PDF
Wong K.W., Gedeon T.D., Kóczy L.T. (2007) "Fuzzy Signature and Cognitive Modelling for Complex Decision Model," Fuzzy Signature and Cognitive Modelling for Complex Decision Model. In: Castillo O., Melin P., Ross O.M., Sepúlveda Cruz R., Pedrycz W., Kacprzyk J. (eds) Theoretical Advances and Applications of Fuzzy Logic and Soft Computing. Advances in Soft Computing, vol 42. Springer, Berlin, Heidelberg [doi:https://doi.org/10.1007/978-3-540-72434-6_38] Link to paper, PDF
Gedeon, T.D. and Shen, J.Y. (2007) "Making art using evolutionary algorithms and artificial AI," BOOM07, Taiwan-Australia New Media Arts Conference, 6 pages. PDF
Gedeon, T.D. (2007) "Neural network for modeling esthetic selection," 14th International Conference on Neural Information Processing Systems, November 2007, pp. 666-674. [doi:10.1007/978-3-540-69162-4_69] Link to paper, PDF
Gedeon, T.D., Kóczy, L.T. and Zorat, A (2007) "Optimal Size Fuzzy Models," Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 11, no. 3, pp. 335-342. [doi:10.20965/jaciii.2007.p0335] Link to paper, PDF
Huang, Z., Nikravesh, M., Azvine, B. and Gedeon, T.D. (2007) "Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset," In: Melin P., Castillo O., Aguilar L.T., Kacprzyk J., Pedrycz W. (eds) Foundations of Fuzzy Logic and Soft Computing. IFSA 2007. Lecture Notes in Computer Science, vol 4529. Springer, Berlin, Heidelberg, 395-406. [doi:10.1007/978-3-540-72950-1_39] Link to paper, PDF
Cabrita, C., Botzheim, J., Gedeon, T.D., Ruano, A.E., Kóczy, L.T. and Fonseca, C.M. (2006) "Bacterial memetic algorithm for fuzzy rule base optimization," World Automation Congress, WAC. Budapest, Hungary. [doi:10.1109/WAC.2006.376057] Link to paper, PDF
Wong, K.W., Gedeon, T.D. and Kóczy, L.T. (2006) "Efficient Fuzzy Cognitive Modeling for Unstructured Information," IEEE World Congress on Computational Intelligence, WCCI. Vancover, Canada. [doi:10.1109/FUZZY.2006.1681737] Link to paper, PDF
Mendis, B.S.U., Gedeon, T.D. and Kóczy, L.T. (2006) "Flexibility and Robustness of Hierarchical Fuzzy Signature Structures with Perturbed Input Data," International Conference of Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU). Paris, IPMU proceedings. Link to paper, PDF
Mendis, B.S.U., Gedeon, T.D., Botzheim, J. and Kóczy, L.T. (2006) "Generalised Weighted Relevance Aggregation Operators for Hierarchical Fuzzy Signatures," International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06). Sydney, Australia. [doi:10.1109/CIMCA.2006.110] Link to paper, PDF
Huang, Z. amd Gedeon, T.D. (2006) "Information Retrieval Estimation Via Fuzzy Probability," World Automation Congress (WAC). Budapest, Hungary. [doi:10.1109/WAC.2006.376060] Link to paper, PDF
T. Gedeon (2006) "Is That Possible? (Or is it Probable?)," in 2006 Sixth International Conference on Hybrid Intelligent Systems, Rio de Janeiro, Brazil [doi:10.1109/HIS.2006.38] Link to paper
Mendis, B.S.U., Gedeon, T.D. and Kóczy, L.T. (2006) "Learning Generalized Weighted Relevance Aggregation Operators Using Levenberg-Marquardt Method," Sixth International Conference on Hybrid Intelligent Systems (HIS06). [doi:10.1109/HIS.2006.264917] Link to paper, PDF
Mendis, B.S.U., Gedeon, T.D. and Kóczy, L.T. (2006) "Learning Weights from Observations for Hierarchical Fuzzy Signatures," 3rd International Conference Soft Computing and Intelligent Systems and 7th International Symposium Advanced Intelligent Systems. Tokyo, Japan. [doi:10.14864/softscis.2006.0.532.0] Link to paper, PDF
Mendis, B.S.U., Gedeon, T.D. and Kóczy, L.T. (2006) "On the Issue of Learning Weights from Observations for Fuzzy Signatures," World Automation Congress (WAC). Budapest, Hungary. pp 1-6, IEEE. [doi:10.1109/WAC.2006.376058] Link to paper, PDF
Huang, Z. and Gedeon, T.D. (2006) "Pattern Trees," IEEE World Congress on Computational Intelligence, WCCI. Vancover, Canada. [doi:10.1109/FUZZY.2006.1681947] Link to paper, PDF
Botzheim, J., Lughofer, E., Klement, E. P., Kóczy, L. T. & Gedeon, T. D. (2006) "Separated antecedent and consequent learning for Takagi-Sugeno fuzzy systems," IEEE World Congress on Computational Intelligence, WCCI. Vancover, Canada. [doi:10.1109/FUZZY.2006.1682014] Link to paper, PDF
Kraipeerapun, P., Fung, C.C., Brown, W., Wong, K.W. and Gedeon, T.D. (2006) "Uncertainty in Mineral Prospectivity Prediction," 13th International Conference on Neural Information Processing, ICONIP, Hong Kong. [doi:10.1007/11893257_93] Link to paper, PDF
Coward, L. A., & Gedeon, T. G. (2005) "A model for representation of concepts in the brain," In Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning. Espoo, Finland. Link to paper, PDF
Gedeon, T., & Coward, A. (2005) "An account of memory dissociations in the recommendation architecture cognitive model," In AUSTRALIAN JOURNAL OF PSYCHOLOGY (Vol. 57, pp. 52-52). 1 GRATTAN STREET, CARLTON, VICTORIA 3053, AUSTRALIA: AUSTRALIAN PSYCHOLOGICAL SOC. Link to paper, PDF
Zhou, T., Gedeon, T.D. and Jin, J.J. (2005) "Automatic Generating Detail-on-Demand Hypervideo Using MPEG-7 and SMIL," In Proceedings of the 13th annual ACM international conference on Multimedia (MULTIMEDIA '05). Association for Computing Machinery, New York, NY, USA, 379-382. [doi:10.1145/1101149.1101230] Link to paper, PDF
U. Ratnayake, T. D. Gedeon and N. Wickramarachchi (2005) "Extending the Recommendation Architecture for Text Mining," Australian Journal of Intelligent Information Processing Systems, 8(4), 212-219. Link to paper, PDF
Szaszkó, S., Kóczy, L.T. and Gedeon, T.D. (2005) "Fuzzy Pseudo-thesaurus Based Clustering of a Folkloristic Corpus," FUZZ-IEEE 2005, Reno, pp. 126-131. [doi:10.1109/FUZZY.2005.1452380] Link to paper, PDF
Wong, K.W., Tikk, D., Gedeon, T.D. and Kóczy, L.T. (2005) "Fuzzy Rule Interpolation for Multidimensional Input Spaces with Applications: A Case Study," IEEE Trans. on Fuzzy Systems, vol. 13, no. 6, pp. 809-819. [doi:10.1109/TFUZZ.2005.859316] Link to paper, PDF
Wong, K.W., Gedeon, T.D., Chong, A., Kóczy, L.T. and Tay, R. (2005) "Fuzzy Signature for Complex Decision Model," Australian Journal of Intelligent Information Processing Systems, 8 (3). pp. 202-208. Link to paper, PDF
Wong, K.W., Fung, C.C., Gedeon, T.D., Ong, Y.S., (2005) "Generalisation of Neural Networks for Intelligent Data Analysis," in D. Wang (Ed) Neural Networks Applications in Information Technology and Web Engineering, pp. 305-317. Link to paper, PDF
Wong, K.W., Fung, C.C., Gedeon, T. and Yew, D.O. (2005) "Generalisation of neural networks for intelligent data analysis," In: Wang, D. and Lee, N.K., Neural Networks Applications in Information Technology and Web Engineering. Borneo Publishing Co., Sarawak, Malaysia, pp. 305-317. Link to paper
Mendis, B.S.U., Gedeon, T.D. and Kóczy, L.T., (2005) "Investigation of Aggregation in Fuzzy Signatures," 3rd International Conference on Computational Intelligence, Robotics and Autonomous Systems, Singapore. Link to paper, PDF
Coward, L. A., and Gedeon, T. D. (2005) "Physiological representation of concepts in the brain," Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, Espoo, Finland, pp. 154-160. Link to paper, PDF
Wong, K.W., Ong, Y.S., Gedeon, T.D. and Fung, C.C. (2005) "Reservoir Characterization Using Support Vector Machines," International Conference on Computational Intelligence for Modelling, Control and Automation, Vienna, Vol. 2, pp. 354-359. [doi:10.1109/CIMCA.2005.1631494] Link to paper, PDF
Iyer V., Fung C.C., Brown W. and Gedeon T. (2004) "A General Regression Neural Network Based Model for Mineral Favourability Prediction," Proceedings of the Fifth Postgraduate Electrical Engineering and Computing Symposium (PEECS 2004), Perth, pp 207-209.
Baranyi, P., Kóczy, L.T. and Gedeon, T.D. (2004) "A Generalized Concept for Fuzzy Rule Interpolation," IEEE Transactions on Fuzzy Systems, vol. 12, no. 6, 2004, pp. 820-837. [doi:10.1109/TFUZZ.2004.836085] Link to paper, PDF
Iyer V. and Fung C.C. and Gedeon T. (2004) "A Modular Neural Network Approach to Electricity Spot-Price Forecast for Australian National Electricity Market," Proceedings of the Second International Conference on Information and Communication Technologies (ICT 2004), 2004, Assumption University, Bangkok, Thailand, pp. 258-262. Link to paper, PDF
Coward, L. A., Gedeon, T. D. and Ratnayake, U. (2004) "Algorithms for Learning Complex Combinations of Operations," Proceedings of the IEEE International Conference on Fuzzy Systems.
Gedeon, T.D. (2004) "Constructing Cascade Networks," Proceedings 2nd International Conference on Artificial Intelligence in Science and Technology, Hobart, pp. 8-16.
Wong, K.W., Gedeon, T.D. and Kóczy, L.T. (2004) "Construction of Fuzzy Signature from Data: An Example of SARS Pre-clinical Diagnosis System," Proceedings of IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2004, Budapest, Hungary, pp. 1649-1654. [doi:10.1109/FUZZY.2004.1375428] Link to paper, PDF
Kóczy, L.T., Botzheim, J., Ruano, A.E., Chong, A. and Gedeon, T.D. (2004) "Fuzzy rule extraction from input/output data," In: P. Sincak, J. Vascak, K. Hirota : Quo Vadis Machine Intelligence , World Scientific Publisher, Singapore, 2004, pp. 199-216. [doi:10.1142/9789812562531_0013] Link to paper, PDF
Wong, K.W., Fung, C.C., Gedeon, T.D. and Chai, D., (2004) "Intelligent Data Mining and Personalisation for Customer Relationship Management," Proceedings of the Eighth International Conference on Control, Automation, Robotics and Vision, ICARCV 2004, Kunming, China, Dec 2004, pp. 1796-1801. [doi:10.1109/ICARCV.2004.1469431] Link to paper, PDF
L. A. Coward, T. D. Gedeon and U. Ratnayake (2004) "Learning complex combinations of operations in a hybrid architecture," Learning complex combinations of operations in a hybrid architecture," 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542), 2004, pp. 923-928 vol.2 [doi:10.1109/FUZZY.2004.1375531] Link to paper, PDF
Coward, L. A., Gedeon, T. D. and Ratnayake, U. (2004) "Managing Interference between Prior and Later learning," Neural Information Processing. ICONIP 2004. Lecture Notes in Computer Science, vol 3316. Springer, Berlin, Heidelberg, 458-464. [doi:10.1007/978-3-540-30499-9_70] Link to paper, PDF
Szaszkó, S., Kóczy, L.T., and Gedeon, T.D. (2004) "Népi hiedelemgyüjtemény analízise fuzzy Pseudo-tezaurusszal," II. Magyar Számítógépes Nyelvészeti Konferencia, Szeged, 2004. December 9-10, pp. 237-245.
Iyer V., Fung C.C., Brown W. and Gedeon T. (2004) "Use of Polynomial Neural Network for a mineral prospectivity analysis in a GIS environment," Proceedings of the IEEE Region 10 conference (TenCon 2004), 2004, Chiang Mai, Thailand, Vol. B, pp. 411-414. [doi:10.1109/TENCON.2004.1414619] Link to paper, PDF
Iyer, V., Fung, C. C., & Gedeon, T. (2003, October) "A fuzzy-neural approach to electricity load and spot-price forecasting in a deregulated electricity market," In TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region (Vol. 4, pp. 1479-1482). IEEE. [doi:10.1109/TENCON.2003.1273164] Link to paper, PDF
Wood, S., Gedeon, T.D.and Fung, C.C. (2003) "A Hybrid Neural Network Approach for Automated Classification of Text-based News and Online Articles from the Internet," In: Proceedings of the Joint 13th International Conference on Artificial Neural Networks and the 10th International Conference on Neural Information Processing (ICANN/ICONIP 2003), 26 - 29 June, Istanbul, Turkey Link to paper
Wong, K.W., Wong, P.M., Gedeon, T.D. and Fung, C.C. (2003) "A State-of-the-Art Review of Fuzzy Logic for Reservoir Evaluation," APPEA Journal, vol. 43, pp. 587-593. [doi:10.1071/AJ02032] Link to paper, PDF
Tikk, D., Gedeon, T.D. and Wong, K.W. (2003) "A feature ranking algorithm for fuzzy modeling problems," In Interpretability Issues in Fuzzy Modeling, Springer-Verlag, Heidelberg, 176-192. [doi:10.1007/978-3-540-37057-4_8] Link to paper, PDF
Tikk, D., Kovács, Sz., Gedeon, T.D. and Wong, K.W. (2003) "A feature ranking algorithm for problems with output of continuous range," Proceedings of the SAMI 2003, 1st Slovak-Hungarian Joint Symposium on Applied Machine Intelligence, Herlany, Slovakia, Feb. 12-14, 2003, pp. 87-103. Link to paper, PDF
Wood, S., Fung, C.C. and Gedeon, T. (2003) "A hybrid neural network approach for automated classification of online documents using a domain nonspecific thesaurus," A hybrid neural network approach for automated classification of online documents using a domain nonspecific thesaurus. In: Fourth International Conference on Intelligent Technologies (InTech’03), 17 - 19 December, Chang Mai, Thailand Link to paper, PDF
Tikk, D., Kóczy, L.T., and Gedeon, T.D. (2003) "A survey on the universal approximation and its limits in soft computing techniques," International Journal of Approximate Reasoning, vol. 33(3), pp. 185-202. [doi:10.1016/S0888-613X(03)00021-5] Link to paper, PDF
Gedeon, T.D. and Fung, C.C. (2003) "AI : Advances in Artificial Intelligence: 16th Australian Conference on AI," Perth, Australia, December 3-5, 2003, Proceedings (Lecture Notes in Computer ... / Lecture Notes in Artificial Intelligence) Link to paper, PDF
Brown, W. M., Groves, D. I. and Gedeon, T. D. (2003) "An artificial neural network method for mineral prospectivity mapping: a comparison with fuzzy logic and Bayesian probability methods," W. & Leggett, M. eds, Geophysical Applications of Neural Networks and Fuzzy Logic. Kluwer Academic Publishers, Dorecht, pp. 179-196. [doi:10.1007/978-94-017-0271-3_12] Link to paper, PDF
Ratnayake, U., Gedeon, T.D. (2003) "Extending The Recommendation Architecture Model for Text Mining," Int. Journal of Knowledge-Based Intelligent Eng. Systems, 7(3), pp. 139-148. Link to paper, PDF
Chong, A., Gedeon, T.D., Wong, K.W. (2003) "Extending the Decision Accuracy of A Bioinformatics System," in Reznik, L., and Kreinovich, V. Soft Computing in Measurement and Information Acquisition, Physica-Verlag, Springer-Verlag, pp. 151-163. [doi:10.1007/978-3-540-36216-6_11] Link to paper, PDF
Chong, A., Gedeon, T.D. and Kóczy, L.T. (2003) "Feature Selection for Clustering Based Fuzzy Modelling," IEEE International Symposium on Computational Intelligence for Measurement Systems and Applications, Lugano, July 29-31. PDF
Kovács, Sz. and Gedeon, T.D. (2003) "Fuzzy Behaviour-based Control Structures in User Adaptive Systems," Proceedings of the microCAD 2003 International Scientific Conference, Section I: Automation and Telecommunication, Miskolc, Hungary, 33-38. Link to paper, PDF
Wong, K.W., Fung, C.C., Eren, H., and Gedeon, T. (2003) "Fuzzy rule interpolation for multidimensional input spaces in determining d50c of hydrocyclones," IEEE Transactions on Instrumentation & Measurement, Vol. 52, No. 6, December, pp. 1865 - 1869. [doi:10.1109/TIM.2003.820489] Link to paper, PDF
Chong, A., Gedeon, T.D. and Kóczy, L.T. (2003) "Hierarchical Fuzzy Classifier for Bioinformatics Data," Seventh International Symposium on Signal Processing and its Applications, Paris, July 1-4. [doi:10.1109/ISSPA.2003.1224811] Link to paper, PDF
Chong, A., Gedeon, T.D. and Kóczy, L.T. (2003) "Hierarchical Fuzzy Modelling," International Fuzzy Association World Congress, Turkey, Jun 29-July 2.
Wong, K.W., Chong, A., Gedeon, T.D., Kóczy, L.T. and Vámos, T. (2003) "Hierarchical Fuzzy Signature Model for Complex Structured Data," Proceedings of International Symposium on Computational Intelligence and Intelligent Informatics 2003 (ISCIII03), May 2003, Nabeul, Tunisia, 105-109. PDF
Wong, K.W., Gedeon, T.D. and Chong, A. (2003) "Intelligent Data Analysis Using Neuro-fuzzy Approach," Proceedings of International Conference on Fuzzy Information Processing Theories and Applications (FIP 2003), Beijing, China, March 1- 4, pp 503-509. PDF
Wong, K.W., Ong, Y.S., Gedeon, T.D., and Fung, C.C. (2003) "Intelligent Well Log Data Analysis for Reservoir Characterization," Proceedings of the Fourth International Conference on Intelligent Technologies (Intech03), December 2003, Chiang Mai, Thailand, pp. 203-208. Link to paper, PDF
Kovács, Sz., Baranyi, P. and Gedeon, T.D. (2003) "Model Reduction in User Adaptive Emotion-based Selection Systems," Proceedings of the SAMI 2003, 1st Slovak-Hungarian Joint Symposium on Applied Machine Intelligence, Herlány, Slovakia, 119-130. Link to paper, PDF
Kovács, Sz., Baranyi, P. and Gedeon, T.D. (2003) "Model Reduction in User Adaptive Emotion-based Systems," Proceedings of WESIC 2003, 4th Workshop on European Scientific and Industrial Collaboration, Miskolc-Lillafüred, Hungary, vol. II, 439-446. Link to paper, PDF
Tikk, D., Kóczy, L.T. and Gedeon, T.D. (2003) "On fuzzy controllers having radial basis transfer functions," In Soft Computing in Measurement and Information Acquisition, Studies in Soft Computing and Fuzziness, Physica-Verlag, Heidelberg, pp. 164-177. [doi:10.1007/978-3-540-36216-6_12] Link to paper, PDF
Wong, K.W., Fung, C.C.,Wong, P.M. and Gedeon, T.D. (2003) "Rainfall Prediction Model using Soft Computing Technique," Soft Computing 7, vol. 6, pp. 434-438. [doi:10.1007/s00500-002-0232-4] Link to paper, PDF
Wong, P.M., Wong, K.W., Fung C.C. and Gedeon, T.D. (2003) "Rainfall prediction using neural fuzzy technique," In: G. Dubois, J. Malczewski & M. De Cort Mapping radioactivity in the environment. Spatial Interpolation Comparison 1997, EUR 20667 EN, EC., pp. 213-221. PDF
A. Chong, K.W. Wong, T.D. Gedeon and L.T. Koczy (2003) "Sparse Fuzzy System Generation By Cluster Estimation: A Projection Based Approach," Aust. J. Intell. Inf. Process. Syst. 8(2): 82-93 (2003) Link to paper, PDF
Chong, A., Gedeon, T.D., Kovács, Sz. and Kóczy, L.T. (2003) "Sparse Fuzzy Systems Generation and Fuzzy Rule Interpolation: A Practical Approach," Proceedings of The 12th IEEE International Conference on Fuzzy Systems, US, May 25-28. [doi:10.1109/FUZZ.2003.1209413] Link to paper, PDF
Gedeon, T.D., Wong, K.W., Wong, P.M. and Huang, Y. (2003) "Spatial Interpolation Using Fuzzy Reasoning," Transactions on Geographic Information Systems, 7(1), pp. 55-66. [doi:10.1111/1467-9671.00129] Link to paper, PDF
Huang. H, Wong, P.M, and Gedeon, T.D. (2003) "Spatial Interpolation on Overlapping Partition Surfaces Using an Optimised Dynamic Fuzzy-reasoning-based Function Estimator," In: G. Dubois, J. Malczewski & M. De Cort Mapping radioactivity in the environment. Spatial Interpolation Comparison 1997, EUR 20667 EN, EC., pp. 201-210. PDF
Brown, W.M., Gedeon, T.D. and Groves, D.I. (2003) "Use of Noise to Augment Training Data: A Neural Network Method of Mineral-Potential Mapping in Regions of Limited Known Deposit Examples," Seventh International Symposium on Mineral Exploration: Application of Neural Networks to the Earth Sciences, 20-21 August 2002, Mountain View, California. Natural Resources Research, v. 12, no. 3, 141-151. [doi:10.1023/A:1024218913435] Link to paper, PDF
Brown, W.M., Groves, D.I. and Gedeon, T.D. (2003) "Use of fuzzy membership input layers to combine subjective geological knowledge and empirical data in a neural network method for mineral potential mapping," Seventh International Symposium on Mineral Exploration: Application of Neural Networks to the Earth Sciences, 20-21 August 2002, Mountain View, California. Natural Resources Research, v. 12, no. 3, 183-200. [doi:10.1023/A:1025175904545] Link to paper, PDF
Chong A., Gedeon, T.D. and Kóczy, L.T. (2002) "A Hybrid Approach for Solving The Cluster Validity Problem," 14th International Conference on Digital Signal Processing, Santorini, Greece, pp. 1207 - 1210. [doi:10.1109/ICDSP.2002.1028310] Link to paper, PDF
Chong, A., Gedeon, T.D. and Kóczy, L.T. (2002) "A Projection based method for sparse fuzzy system generation," Proceedings of WSEAS International Conference on Scientific Computation and Soft Computing, Crete, pp. 321-325. Link to paper, PDF
Tikk, D. and Gedeon, T.D. (2002) "A feature ranking approach for fuzzy modeling with continuous ranged output," In Abstracts of 6th Int. Conf. on Fuzzy Sets Theory and its Application (FSTA 2002), pp. 127-128, Liptovsky, Slovakia, January 26-February 1, 2002.
Tikk, D., Gedeon, T.D. and Baranyi, P. (2002) "A fuzzy interpolation algorithm closed over CNF sets," International Journal of Fuzzy Systems, vol. 4(1), pp. 634-638. Link to paper, PDF
Ratnayake, U. and Gedeon, T.D. (2002) "Application of the Recommendation Architecture Model for Discovering Associative Similarities in Text," International Conference on Neural Information Processing, Singapore, November 2002, pp. 2059-2063. PDF
Ratnayake, U. and Gedeon, T.D. (2002) "Application of the Recommendation Architecture Model for Document Classification," in Mastorakis, N. And Mladenov, V. Recent Advance in Computers, Computing and Communications, WSEAS Press, pp. 326-331. Link to paper, PDF
Brown, W. M., Baddeley, A., Gedeon, T. D., and Groves, D. I. (2002) "Bivariate J-function and other graphical statistical methods help select the best predictor variables as inputs for a neural network method of mineral prospectivity mapping," Proceedings IAMG 2002: 8th Conference of International Association of Mathematical Geology, Berlin, pp. 257-268. Link to paper
Wong, P.M., Bruce, A.G. and Gedeon, T.D. (2002) "Confidence bounds of petrophysical predictions from conventional neural networks," IEEE Transactions on Geoscience and Remote Sensing, vol. 40(6): 1440-1444. [doi:10.1109/TGRS.2002.800278] Link to paper, PDF
Wong, K.W., Fung, C.C., and T.D. Gedeon (2002) "Data Mining Using Neural Fuzzy for Student Relationship Management," Proceedings of 1st International Conference of Soft Computing and Intelligent Systems (SCIS 2002), October 2002, Tsukuba, Japan. Link to paper, PDF
Chong, A., Gedeon, T.D., Kóczy, L.T. and Wong, K.W. (2002) "Development of a Hierarchical Fuzzy Rule Base for Petroleum Data," Proceedings of International Conference on Fuzzy Systems and Knowledge Discovery (FSKD02), November 2002, Singapore, pp. 13-17. PDF
Ratnayake, U., Gedeon, T.D. And Wickramarachchi, N. (2002) "Document classification with the Recommendation Architecture: Extensions for Feature Intensity Selection and Column Labelling," Proceedings of the 7th Australasian Document Computing Symposium, Sydney, December 2002, pp. 31-37. Link to paper, PDF
Ratnayake, U. and Gedeon, T.D. (2002) "Extending The Recommendation Architecture Model For Effective Text Classification," The Sixth Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, Australia, December 2002, pp. 185-191.
Gedeon, T.D., Wong, P.M., Tamhane, D. and Lin, T. (2002) "Extending the use of linguistic petrographical descriptions to characterise core porosity," In: Developments in Petroleum Science (DSP 51), M.Nikravesh, F.Aminzadeh and L.Zadeh , Elsevier, pp. 309-319. [doi:10.1016/S0376-7361(03)80020-1] Link to paper, PDF
Kóczy, L.T., Gedeon, T.D. and Kóczy, J.A. (2002) "Fuzzy tolerance relations and relational maps applied to information retrieval," Fuzzy Sets and Systems, 126 (1), pp. 49-61. [doi:10.1016/S0165-0114(01)00054-9] Link to paper, PDF
Gedeon, T.D. (2002) "Geoscience Applications," special issue of International Journal of Fuzzy Systems, 4(1).
Tikk, D., Bíró, G., Gedeon, T.D., Kóczy, L.T. and Yang, J.D. (2002) "Improvements and critique on Sugeno's and Yasukawa's qualitative modelling," IEEE Transactions on Fuzzy Systems, vol, 10(5), pp. 596-606. [doi:10.1109/TFUZZ.2002.803494] Link to paper, PDF
Gedeon T.D., Lin T., Wong P.M., Tamhane D. (2002) "Integrating Soft Computing Classification Technique For Linguistic Data in a Petroleum Engineering Application," Integrating Soft Computing Classification Technique For Linguistic Data in a Petroleum Engineering Application. In: Dimitrov V., Korotkich V. (eds) Fuzzy Logic. Studies in Fuzziness and Soft Computing, vol 81. Physica, Heidelberg. [doi:https://doi.org/10.1007/978-3-7908-1806-2_22] Link to paper
Wong, K.W., Tikk, D., Biró, G., Gedeon, T.D. (2002) "Intelligent Well Log Data Analysis: A Comparison Study," Proceedings of International Conference on Fuzzy Systems and Knowledge Discovery (FSKD02), November 2002, Singapore, pp. 71-75. Link to paper, PDF
Chong A., Gedeon, T.D. and Kóczy, L.T. (2002) "On The Automatic Construction of Hierarchical Fuzzy Systems Using A Binary Interclass Separability Criterion," Proceedings SCIS & ISIS International Conferences, Tsukuba, Japan, October 21-25 (CD-ROM). Link to paper, PDF
Coward, L.A. and Gedeon, T. (2002) "Optimization of Architectural Parameters in a Simulated Recommendation Architecture," Journal of Advanced Computational Intelligence. Link to paper, PDF
Gedeon, T.D., Kuo, H. and Wong, P.M. (2002) "Rule Extraction Using Fuzzy Clustering for a Sedimentary Rock Data Set," International Journal of Fuzzy Systems, 4(1), 600-605. PDF
Tikk, D., Joó, I., Kóczy, L.T., Várlaki, P., Moser, B. and Gedeon, T.D. (2002) "Stability of interpolative fuzzy KH-controllers," Fuzzy Set and Systems, vol. 125, 105-119. [doi:10.1016/S0165-0114(00)00104-4] Link to paper, PDF
Chong, A. and Gedeon, T.D. (2002) "Subspace Clustering for Hierarchical Fuzzy System Construction," IEEE International Conference on Fuzzy Systems, pp. 512-517. [doi:10.1109/FUZZ.2002.1005043] Link to paper, PDF
Wong, K.W., Gedeon, T.D. and Fung, C.C. (2002) "The Use of Soft Computing Techniques as Data Preprocessing and Postprocessing in Permeability Determination from Well Log Data," in Wong, P.M., Aminzadeh, F., and Nikravesh, M. Soft Computing for Reservoir Characterisation and Modelling, Studies in Fuzziness and Soft Computing, Physica-Verlag, Springer-Verlag, 243-271. [doi:10.1007/978-3-7908-1807-9_11] Link to paper, PDF
Chong A., Kóczy, L.T., Gedeon, T.D., and Wong, K.W. (2001) "A Histogram-based Rule Extraction Technique for Fuzzy Systems," The 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, December 2001, pp. 638-641. [doi:10.1109/FUZZ.2001.1009035] Link to paper, PDF
Gedeon, T.D. (2001) "A Hybrid Bidirectional Network," Proceedings, Second International Symposium of Researchers on Computational Intelligence, Budapest, pp. 115-124. PDF
Qu, D., Wong, P.M., Cho, S., and Gedeon, T.D. (2001) "A Hybrid Intelligent System for Improved Petrophysical Predictions," Proceeding of the International Conference on Neural Information Processing (ICONIP), Shanghai, 14-18 November 2001, pp. 1572-1576.
Wood, S., and Gedeon, T.D. (2001) "A Hybrid Neural Network for Automated Classification," 6th Australasian Document Computing Symposium, Coffs Harbour, Australia, December 2001, pp. 59-64. Link to paper, PDF
Khan, M.S., Chong, A. and Gedeon, T.D. (2001) "A Methodology for Developing Adaptive Fuzzy Cognitive Maps for Decision Support," Journal of Advanced Computational Intelligence, 4(6):403-407. [doi:10.20965/jaciii.2000.p0403] Link to paper, PDF
Huang, Y., Gedeon, T.D. and Wong, P.M. (2001) "An integrated neural-fuzzy-genetic-algorithm using hyper-surface membership functions to predict permeability in petroleum reservoirs," Engineering Applications of Artificial Intelligence, 14(1):15-21. [doi:10.1016/S0952-1976(00)00048-8] Link to paper, PDF
Coward, L.A., Gedeon, T. and Kenworthy, W. (2001) "Application of the Recommendation Architecture to Telecommunications Network Management," International Journal of Neural Systems, vol. 11, 4, pp. 323-327. [doi:10.1142/S0129065701000783] Link to paper, PDF
Briedis, B. and Gedeon, T.D. (2001) "Approximating Vectors for Similarity Searching," Journal of System Research and Information Systems, vol. 10, pp. 89-112. PDF
Gedeon, T.D., Wong, K.W., and Tikk, D. (2001) "Constructing Hierarchical Fuzzy Rule Bases for Classification," The 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, December 2001, pp. 1388-1391. [doi:10.1109/FUZZ.2001.1008917] Link to paper, PDF
Wong, K.W., Fung, C.C., Eren, H., and Gedeon, T.D. (2001) "Determination of Parameter d50c of Hydrocyclones Using Improved Multidimensional Alpha-cut Based Fuzzy Interpolation Technique," Proceedings of IEEE Instrumentation and Measurement Technology Conference, May 2000, Budapest, Hungary, pp. 1602-1606. [doi:10.1109/IMTC.2001.929474] Link to paper, PDF
Gedeon, T.D., Kóczy, L.T., Wong, K.W. and Liu, P. (2001) "Effective Fuzzy Systems for Complex Structured Data," Proceedings of IASTED International Conference Control and Applications (CA 2001), Banff, Canada, June 2001, pp. 184-187. Link to paper, PDF
Wong, K.W., Gedeon, T.D., Fung, C.C., and Wong, P.M. (2001) "Fuzzy Rules Extraction Using Self-Organising Neural Network and Association Rules," Proceedings of IEEE Region 10 International Conference on Electrical and Electronic Technology (TENCON 2001), August 2001, Singapore, pp. 403-408. [doi:10.1109/TENCON.2001.949624] Link to paper, PDF
Wong, K.W., and Gedeon, T.D., (2001) "Fuzzy rule interpolation for multidimensional input space with petroleum engineering application," Proceedings of Joint 9th IFSA World Congress and 20th NAFIPS International Conference, July 2001, Vancouver, Canada, pp. 2470 - 2475. [doi:10.1109/NAFIPS.2001.944460] Link to paper, PDF
Tikk, D., Baranyi, P., Gedeon, T.D. and Muresan, L. (2001) "Generalization of the rule interpolation method resulting always in acceptable conclusion," Tatra Mountains Mathematical Publications, vol. 21, pp. 73-91. Link to paper, PDF
Chong, A., Gedeon, T.D., Wong, K.W. (2001) "Histogram-Based Fuzzy Clustering and Its Comparison to Fuzzy C-Means Clustering in One-Dimensional Data," International Workshop on Hybrid Intelligent Systems (HIS01), Adelaide, Australia, December 2001, pp. 253-267. [doi:10.1007/978-3-7908-1782-9_19] Link to paper, PDF
Wong, K.W., Kóczy, L.T., Gedeon, T.D., Chong, A., Tikk, D. (2001) "Improvement of the Cluster Searching Algorithm in Sugeno and Yasukawa's Qualitative Modeling Approach," 7th Fuzzy Days in Dortmund - International Conference on Computational Intelligence, October 2001, Dortmund, pp. 536-549. [doi:10.1007/3-540-45493-4_54] Link to paper, PDF
Jin, J.S., Wang, H.C. and Gedeon, T.D. (2001) "Indexing Visual Features Using a Hybrid Neural Network," Journal of Advanced Computational Intelligence, 4(6):412-416. [doi:10.20965/jaciii.2000.p0412] Link to paper, PDF
Gedeon, T.D. (2001) "Integrated Soft Computing," Plenary Talk, 1st International Workshop on Hybrid Intelligent Systems (HIS01), Adelaide, 2001 Link to paper
Wong, K.W., Griner, B., Dillon, W.R., and Gedeon, T.D. (2001) "Intelligent Data Mining for Customer Relationship Management," Australian Journal of Intelligent Information Processing Systems, vol. 7(1/2), pp. 64-71. Link to paper, PDF
Wong, K.W., and Gedeon, T.D. (2001) "Level Identification Using Input Data Mining for Hierarchical Fuzzy System," The Seventh Australian and New Zealand Intelligent Information Systems Conference ANZIIS01, Perth, November 2001, pp. 379-383. [doi:10.1109/ANZIIS.2001.974108] Link to paper, PDF
Gedeon, T.D. (2001) "Multimedia Information Compression Technologies," Journal of Advanced Computational Intelligence, 4(6):401-402. (Editorial only) Link to paper, PDF
Hirota, K. and Gedeon, T.D. (2001) "Multimedia and Multimodal Information Compression Systems," special issue of Journal of Advanced Computational Intelligence, 4(6).
Gedeon, T.D. (2001) "Neural Information Processing Systems," special issue of International Journal of Neural Systems, 11(4).
Tikk, D., Kóczy, L.T., Bíró, G., Gedeon, T.D. and Wong, K.W. (2001) "Notes on Sugeno and Yasukawa's fuzzy modelling approach," Proceedings of Joint 9th IFSA World Congress and 20th NAFIPS International Conference, July 2001, Vancouver, Canada, pp. 2836-2841. [doi:10.1109/NAFIPS.2001.943676] Link to paper, PDF
Wong, K.W., Gedeon, T.D., Fung, C.C., and Wong, P.M. (2001) "Spatial Interpolation Using Neural Fuzzy Technique," The 8th International Conference on Neural Information Processing (ICONIP), Shanghai, China, November 2001, pp. 317-321. Link to paper, PDF
Wong, K.W., Gedeon, T.D., and Wong, P.M. (2001) "Spatial interpolation using conservative fuzzy reasoning," Proceedings of Joint 9th IFSA World Congress and 20th NAFIPS International Conference, July 2001, Vancouver, Canada, pp. 2825 - 2829. [doi:10.1109/NAFIPS.2001.943674] Link to paper, PDF
Chong, A., Gedeon, T.D., Kóczy, L.T. and Wong, K.W. (2001) "Subspace Identification with Cylindricity-Based Clustering for Hierarchical Fuzzy System Construction," Australian Journal of Intelligent Information Processing Systems, vol. 7(1/2), pp. 11-20. Link to paper, PDF
Gedeon, T.D., Tamhane, D., Lin, T. and Wong, P.M. (2001) "Use of Linguistic Petrographic Descriptions to Characterise Core Porosity: Contrasting Approaches," Journal of Petroleum Science and Engineering, 31(2-4), 193-199. [doi:10.1016/S0920-4105(01)00130-9] Link to paper, PDF
Zhang, B., and Gedeon, T.D. (2000) "A General Hebbian Learning for Nonlinear Neuron with Application to Laterally Interconnected Synergetically Self-organising Map," Australian Journal of Intelligent Information Processing Systems, vol. 6(2), pp. 105-109. Link to paper, PDF
Kóczy, L.T. and Gedeon, T.D. (2000) "A Model of Intelligent Information Retrieval using Fuzzy Tolerance Relations based on Hierarchical Co-occurrence of Words," in Crestani, F. and Pasi, G. Soft Computing in Information Retrieval: Techniques and Applications, Springer, pp. 48-76. [doi:10.1007/978-3-7908-1849-9_3] Link to paper, PDF
Wong, K.W. and Gedeon, T.D. (2000) "A Modular Signal Processing Model for Permeability Prediction in Petroleum Reservoirs," IEEE Neural Network for Signal Processing Workshop 2000, December 2000, Sydney, pp. 906-915. [doi:10.1109/NNSP.2000.890171] Link to paper, PDF
Bruce, A.G., Wong, P.M., Zhang, Y., Salisch, H.A., Fung, C.C. and Gedeon, T.D. (2000) "A State-of-the-Art Review of Neural Networks for Permeability Prediction," APPEA Journal, vol. 40(1), 343-354. [doi:10.1071/AJ99019] Link to paper, PDF
Rho, Y., and Gedeon, T.D. (2000) "Academic articles on the Web: Reading patterns and formats," International Journal of Human Computer Interaction, vol. 12(2), pp. 219-240. [doi:10.1207/S15327590IJHC1202_4] Link to paper, PDF
Wong, K.W., Gedeon, T.D. and Tikk, T. (2000) "An Improved Multidimensional Alpha-cut Based Fuzzy Interpolation Technique," International Conference on Artificial Intelligence in Science and Technology (AISAT2000), December 2000, Hobart, 33-38. Link to paper, PDF
Brown, W.M., Gedeon, T.D., Groves, D.I., Barnes, R.G. (2000) "Artificial Neural Networks: A New Method for Mineral Prospectivity Mapping," Australian Journal of Earth Science, vol. 47, no. 4, pp. 757-770. [doi:10.1046/j.1440-0952.2000.00807.x] Link to paper, PDF
Gedeon, T.D., Lin, T., Wong, P.M. and Tamhane, D. (2000) "Classification Using Linguistic Descriptions in a Petroleum Engineering Application," Proceedings 3rd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL2000), Nagoya, 5 pages. PDF
Chong, A., Gedeon, T.D., Wong, K.W. (2000) "Extending the decision accuracy of a bioinformatics system," Proceedings of WAWISR, November 2000, Perth, Paper 140:1-5. [doi:10.1007/978-3-540-36216-6_11] Link to paper, PDF
Tikk, D. and Gedeon, T.D. (2000) "Feature Ranking based on Interclass Separability for Fuzzy Control Application," International Conference on Artificial Intelligence in Science and Technology (AISAT2000), December 2000, Hobart, Australia, 29-32. Link to paper, PDF
Wong, K.W., Fung, C.C. and Gedeon, T.D., (2000) "Fuzzy Hydrocyclone Modelling for Particle Separation using Fuzzy Rule Interpolation," Second International Conference on Intelligent Data Engineering and Automated Learning 2000, December 2000, Hong Kong, pp. 104-108. [doi:10.1007/3-540-44491-2_16] Link to paper, PDF
Kóczy, L.T, Hirota, K. and Gedeon, T.D. (2000) "Fuzzy Rule Interpolation by the Conservation of Relative Fuzziness," Journal of Advanced Computational Intelligence, 4(1), pp. 531-537. [doi:10.20965/jaciii.2000.p0095] Link to paper, PDF
Tikk, D., Kóczy, L.T. and Gedeon, T.D. (2000) "General KH-controllers are Radial Basis Function Interpolators," The Seventh International Conference of Neural Information Processing (ICONIP2000), November 2000, Taejon, 1148-1151. Link to paper, PDF
Tikk, D., Muresan, L., Baranyi, P. and Gedeon, T.D. (2000) "Generalization and properties of the modified rule interpolation method," 6th International Conference on Soft Computing (Iizuka 2000), Japan, pp. 769-776. Link to paper
Gedeon, T.D. (2000) "Indicators of Input Contributions: Comparing Magnitude and Sensitivity Measures," Proceedings ICSC-2000, Kosice, 8 pages. [doi:978-3-7908-1843-7] Link to paper
K.W. Wong, B. Griner, W.R. Dillon and T.D. Gedeon (2000) "Intelligent Data Mining for Customer Relationship Managment," Australian Journal of Intelligent Information Processing Systems, 7(1), 39-45. Link to paper, PDF
Wong, K.W., Fung, C.C., Wong, P.M. and Gedeon, T.D. (2000) "Knowledge Extraction from Neural Networks in Formation Evaluation," SPE 7th International Oil & Gas Conference and Exhibition in China, 7-10 November 2000, Beijing, China.
Srinivasan, U., Ngu, A.H.H., and Gedeon, T.D., (2000) "Managing Heterogeneous Information Systems through Discovery and Retrieval of Generic Concepts," Journal of the American Society for Information Science, vol. 51(8), pp. 707-723. [doi:10.1002/(SICI)1097-4571(2000)51:8<707::AID-ASI30>3.0.CO;2-C] Link to paper, PDF
Wong, P.M., Jang, M., Cho, S. and Gedeon, T.D. (2000) "Multiple Permeability Predictions using an Observational Learning Algorithm," Computers and Geoscience, vol. 26(8), pp. 907-913. [doi:10.1016/S0098-3004(00)00026-1] Link to paper, PDF
Kóczy, L.T., Tikk, D., and Gedeon, T.D. (2000) "On Functional Equivalence of Certain Fuzzy Controllers and RBF Type Approximation Schemes," International Journal of Fuzzy Systems, 2(3), pp. 164-175. Link to paper, PDF
Kóczy, L. T., Tikk, D. and Gedeon, T.D. (2000) "On Fuzzy Controllers Implementing Rbf Approximation Schemes," In Quo Vadis Computational Intelligence (Ed. P. Sincak, J. Vascak), pp. 464-478. Link to paper
Kóczy, L.T., Tikk, D. and Gedeon, T.D. (2000) "On Fuzzy Rule Interpolation and Radial Basis Functions," Research Workshop Paper RWP-01-2000, School of Information Technology, Murdoch University, Perth, 13 pp. Link to paper, PDF
Tikk, D., Baranyi, P., Kóczy, L.T. and Gedeon, T.D. (2000) "On a Stable and Always Applicable Interpolation Method," Proceedings of the 9th International Conference on Fuzzy Systems, 1049-1051. [doi:10.1109/FUZZY.2000.839196] Link to paper, PDF
Maheshwari, P. and Gedeon, T.D. (2000) "Parallel and Distributed Systems for Neural Computing," special issue of Systems Research and Information Systems, 9(2-4).
Huang, Y., Wong, P.M. and Gedeon, T.D. (2000) "Permeability prediction in petroleum reservoir using a hybrid system," In: Soft Computing in Industrial Applications, Suzuki, Y., Roy, R., Ovaska, S.J., Furuhashi, T. and Dote , Springer-Verlag, London, 437-446. [doi:10.1007/978-1-4471-0509-1_38] Link to paper, PDF
Wong, K.W. and Gedeon, T.D. (2000) "Petrophysical Properties Prediction Using Self-generating Fuzzy Rules Inference System with Modified Alpha-cut Based Fuzzy Interpolation," The Seventh International Conference of Neural Information Processing (ICONIP2000), November 2000, Taejon, 1088-1092. Link to paper, PDF
Rho, Y. and Gedeon, T.D. (2000) "Reading Patterns and Formats of Academic Articles on the Web," SIGCHI Bulletin, vol. 32(1), pp. 67-71. [doi:10.1145/333329.333348] Link to paper, PDF
Gedeon, T.D. (2000) "Self-organisation and self-organising neural networks," special issue of Australian Journal of Intelligent Information Processing Systems, 6(2). Link to paper, PDF
Gedeon, T.D. (2000) "Soft Computing for Petroleum Engineering Applications," Plenary Talk, 2nd International Fuzzy Logic Discourse, Mackay.
Wong, K.W., Gedeon, T.D. and Fung, C.C. (2000) "Using Modified Alpha-cut Based Fuzzy Interpolation in Petrophysical Properties Prediction," The 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Yokosuke, 136-142. Link to paper, PDF
Wong, P.M. Niu, Y. and Gedeon, T.D. (2000) "Weight Training for a Multilayer Perceptron: A Comparison Study," The Seventh International Conference of Neural Information Processing (ICONIP2000), November 2000, Taejon, 1318-1322. Link to paper, PDF
Baranyi, P., Tikk, D., Gedeon, T.D., and Kóczy, L.T. (2000) "α-cut Interpolation Technique in the Space of Regular Conclusion," Proceedings of the 9th International Conference on Fuzzy Systems, pp. 478-482. [doi:10.1109/FUZZY.2000.838706] Link to paper, PDF
Kuo H.P., Gedeon, T.D. and Wong, P.M. (1999) "A Clustering Assisted Method for Fuzzy Rule Extraction and Pattern Classification," Proceedings 6th International Conference on Neural Information Processing (ICONIP'99), Perth, vol. 2: 679-684. [doi:10.1109/ICONIP.1999.845677] Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D (1999) "A Constructive Cascade Network with Adaptive Regularisation," Proceedings International Work-Conference on Artificial and Natural Neural Networks (IWANN'99), Alicante, 40-49. [doi:10.1007/BFb0100470] Link to paper, PDF
Zhang, B. and Gedeon, T.D. (1999) "A Mixture of Local PCA Learning Algorithm for Adaptive Transform Coding," Proceedings 6th International Conference on Neural Information Processing (ICONIP'99), Perth, 842-847. [doi:10.1109/ICONIP.1999.844647] Link to paper, PDF
Briedis, B.J. and Gedeon, T.D. (1999) "A New Approach to Indexing in High-Dimensional Space," Australian Computer Science Communications, vol. 21(2), 1-12. Link to paper, PDF
Wong, P.M. and Gedeon, T.D. (1999) "A Pattern Adaptive Technique to Handle Data Quality Variation," Neural Processing Letters, vol. 10, no. 1, pp. 7-15. [doi:10.1023/A:1018602627915] Link to paper, PDF
Brown, W. M., Gedeon, T.D. and Groves, D.I.G. (1999) "A neural network approach to the integration of GIS-based exploration data for mineral potential evaluation," In: Dunphy, J. M. and Hagemann, S. G. eds In: Seminar on Recent Advances in Ore Genesis, Perth, 6 pages.
Huang, Y., Gedeon, T.D. and Wong, P.M. (1999) "A practical fuzzy interpolator for prediction of reservoir permeability," Proceedings 8th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'99), Seoul, 1528 - 1533. [doi:10.1109/FUZZY.1999.790131] Link to paper, PDF
Huang, Y., Wong, P.M. and Gedeon, T.D. (1999) "An AI-integrated method for permeability prediction in petroleum reservoir," International Workshop on Soft Computing in Industry (IWSCI'99), Hokkaido, pp. 299-304 PDF
Zhang, B. and Gedeon, T.D. (1999) "An Improved Learning Algorithm for Laterally Interconnected Synergetically Self-organising Map," Proceedings 6th International Conference on Neural Information Processing (ICONIP'99), Perth, 257-260. [doi:10.1109/ICONIP.1999.843996] Link to paper, PDF
Gedeon, T.D. (1999) "Clustering Significant Words using their Co-occurrence in Document Sub-Collections," Proceedings 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99), Aachen, 302-306. PDF
Wang, L., Wong, P.M., Gedeon, T.D. and Kanevski, M. (1999) "Combining Neural Networks with Kriging for Stochastic Reservoir Modelling," In Situ, vol. 23(2), 151-169. Link to paper, PDF
Chong, A., Khan, M.S. and Gedeon, T.D. (1999) "Differential Hebbian Learning in Fuzzy Cognitive Maps: A Methodological View in the Decision Support Perspective," Proceedings Australia-Japan Workshop on Intelligent and Evolutionary Systems, Canberra, 8 pages. PDF
Gedeon, T.D. and Bustos, R.A. (1999) "Evaluation of Connectionist Information Retrieval in a Document Collection," in Zadeh, L.A. and Kacprzyk, J. Computing with Words in Systems Analysis, Physica-Verlag, Heidelberg, 421-434. [doi:10.1007/978-3-7908-1872-7_20] Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D. (1999) "Exploring Constructive Cascade Networks," IEEE Transactions on Neural Networks, vol. 10(6), pp. 1335-1350. [doi:10.1109/72.809079] Link to paper, PDF
Zhang, B. and Gedeon, T.D. (1999) "Extended Nonlinear Hebbian Learning for Developing Sparse-distributed Representation," Proceedings International Work-Conference on Artificial and Natural Neural Networks (IWANN'99), Alicante, 442-449. [doi:10.1007/BFb0098201] Link to paper, PDF
Kóczy, L.T., Gedeon, T.D. and Kóczy, J.A. (1999) "Intelligent information retrieval by fuzzy relations and co-occurrence degrees," Proceedings NAFIPS.
Gedeon, T.D., Yao, X., Treadgold, N.K. and Liu, Y. (1999) "Parallel Evolution of Cascade Structures," Proceedings Joint EUROFUZE-SIC Conference on Soft and Fuzzy Computing, Budapest, 50-54. PDF
Gedeon, T.D., Wong, P.M., Halgamuge, S., Kasabov, N., Nauck, D. andFukushima, K. (1999) "Proceedings of 1999 International Conference on Neural Information Processing," IEEE Press, ISBN 0-7803-5871-6, 3 vols.
This is the joint proceedings of the 6th ICONIP jointly with ANZIIS, ANNES and ACNN conferences. (ANNES = Annual New Zealand Conference on Neural Networks and Expert Systems; ACNN = Australian Conference on Neural Networks) Link to paper
Rho, Y. and Gedeon, T.D. (1999) "Reader's Preferences in the Formats of Web-based Academic Articles," Australian Document Computing Symposium, Coffs Harbour, 3-8. Link to paper
Catalan, J.A., Jin, J.S. and Gedeon, T.D. (1999) "Reducing the Dimensions of Texture Features for Image Retrieval Using Multi-layer Neural Networks," Journal of Pattern Analysis and Applications, 2(2):196-203. [doi:10.1007/s100440050028] Link to paper, PDF
Gedeon, T.D., Coward, L.A. and Zhang, B. (1999) "Results of Simulations of a System with the Recommendation Architecture," Proceedings 6th International Conference on Neural Information Processing (ICONIP'99), Perth, 78 - 84. [doi:10.1109/ICONIP.1999.843965] Link to paper, PDF
Wong, P.M. and Gedeon, T.D. (1999) "Spatial Data: Neural Nets/Statistics," special issue of Systems Research and Information Systems, 8(4).
Brown, W, Gedeon, T.D. and Barnes, R. (1999) "The Use of a Multilayer Feedforward Neural Network for Mineral Prospectivity Mapping," Proceedings 6th International Conference on Neural Information Processing (ICONIP'99), Perth, 160-165. [doi:10.1109/ICONIP.1999.843979] Link to paper, PDF
Kóczy, L.T., Gedeon, T.D. and Kóczy, J.A. (1999) "The construction of fuzzy relational maps in information retrieval," Proceedings 8th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'99), Seoul, 158-163. [doi:10.1109/FUZZY.1999.793227] Link to paper, PDF
Baranyi, P., Tikk, D., Gedeon, T.D. and Kóczy, L.T. (1999) "Transformation of the alpha-cut interpolation into the space of normal conclusions," Proceedings of the IEEE International Conference on Intelligent Engineering Systems (INES'99), Poprad, Slovakia, 603-607.
Rho, Y. and Gedeon, T.D. (1999) "User Preference Gathering Through the Web," Proceedings WA Workshop on Information Systems Research (WAWISR'99), Perth, 245-254. Link to paper, PDF
Rho, Y and Gedeon, TD (1998) "A Link-Click Life-cycle on the Screen," in Web Technologies and Applications, Y Yang, M Li and A Ellis, Proceedings Asia Pacific Web Conference (APWeb'98), 307-312, Beijing, 1998. PDF
Wong, P.M. and Gedeon, T.D. (1998) "AI Techniques," special issue of Systems Research and Information Systems, 8(2-3).
Wong, P.M., Gedeon, T.D., Huang, Y. and Shibli, S.A.R. (1998) "AI-based multi-dimensional spatial interpolators," Systems Research and Information Systems, vol. 8(2-3), pp. 81-95.
Treadgold, N.K. and Gedeon, T.D. (1998) "Adaptive Regularisation in a Constructive Cascade Network," Proceedings International Conference on Neural Information Processing (ICONIP'98), Japan, 805-808. Link to paper, PDF
Rho, Y. and Gedeon, T.D. (1998) "Clicking: a Lifecycle Model," World Multiconference on Systemics, Cybernetics and Informatics (SCI'98), Orlando, 382-385. PDF
Treadgold, N.K. and Gedeon, T.D. (1998) "Combining Simulated Annealing and Gradient Descent for Improved Convergence in Neural Networks," Proceedings 9th Australian Conference on Neural Networks (ACNN'98), Brisbane, 42-46. Link to paper, PDF
Gedeon, T.D. and Kóczy, L.T. (1998) "Conservation of relative fuzziness: an additive strategy," IEEE International Conference on Intelligent Engineering Systems (INES'98), Vienna, 115-120.
Gedeon, T.D. and Treadgold, N.K. (1998) "Constructing Higher Order Neurons of Increasing Complexity in Cascade Networks," International Conference on Industrial and Engineering Applications of Soft Computing (IEA'98), Castellón, 557-563. [doi:10.1007/3-540-64574-8_441] Link to paper, PDF
Singh, S., Gedeon, T.D. and Rho, Y. (1998) "Enhancing Comprehension of Web Information for Users with Special Linguistic Needs," Journal of Communication, pp. 86-108. [doi:10.1111/j.1460-2466.1998.tb02749.x] Link to paper, PDF
Cho, S., Wong, P.M., Kwon, Y. and Gedeon, T.D. (1998) "Estimation of rock permeability in petroleum reservoir," Proceedings 4th International Conference on Engineering Applications of Neural Networks (EANN), Gibraltar, 161-164.
Treadgold, N.K. and Gedeon, T.D. (1998) "Exploring Architecture Variations in Constructive Cascade Networks," International Joint Conference on Neural Networks (IJCNN'98), Anchorage, 343-348. [doi:10.1109/IJCNN.1998.682289] Link to paper, PDF
Baranyi, P., Mizik, S., Kóczy, L.T., Gedeon, T.D. and Nagy, I. (1998) "Fuzzy Rule Base Interpolation Based on Semantic Revision," Proceedings IEEE International Conference on System Man and Cybernetics (SMC'98), San Diego, 1306-1311. [doi:10.1109/ICSMC.1998.728063] Link to paper, PDF
Gedeon, T.D. and Kóczy, L.T. (1998) "Hierarchical co-occurence relations," IEEE International Conference on System Man and Cybernetics (SMC'98), session: Data Analysis & Information Science, San Diego, 2750-2755. [doi:10.1109/ICSMC.1998.725077] Link to paper, PDF
Baranyi, P., Kóczy, L.T. and Gedeon, T.D. (1998) "Improved Fuzzy and Neural Network Algorithms for Word Frequency Prediction in Document Filtering," International Journal of Advanced Computational Intelligence, vol. 2, no. 3, 88-95. [doi:10.20965/jaciii.1998.p0088] Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D. (1998) "Increased Generalisation through Selective Decay in a Constructive Cascade Network," Proceedings IEEE International Conference on System Man and Cybernetics (SMC'98), San Diego, 4465-4469. [doi:10.1109/ICSMC.1998.727553] Link to paper, PDF
Gedeon, T.D. (1998) "Indicators of Input Contributions: Comparing Functional and Sensitivity Measures," 2nd Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems (J-AW-IES'98), Kyoto, 10-17. [doi:10.1109/TENCON.1996.608395] Link to paper, PDF
Baranyi, P., Gedeon, T.D. and Kóczy, L.T. (1998) "Intelligent information retrieval using Fuzzy Approach," Proceedings IEEE International Conference on System Man and Cybernetics (SMC'98), San Diego, 1984-1989. [doi:10.1109/ICSMC.1998.728188] Link to paper, PDF
Kóczy, L.T. and Gedeon, T.D. (1998) "Intelligent information retrieval using fuzzy relations," IEEE International Conference on System Man and Cybernetics (SMC'98), 6 pages, San Diego, October.
Chakrabarty, K., Gedeon, T., Kóczy, L. (1998) "Intuitionistic Fuzzy Rough Sets," In Proceedings of 4th Joint Conference on Information Sciences (JCIS), Durham, NC, pp. 211-214
Briedis, B.J. and Gedeon, T.D. (1998) "Measuring the effectiveness of retrieval systems for ranking," World Multiconference on Systemics, Cybernetics and Informatics (SCI'98), Orlando, 9-14. PDF
Huang, Y., Wong, P.M. and Gedeon, T.D. (1998) "Neural-Fuzzy-Genetic-Algorithm Interpolator in Log Analysis," 60th European Association of Geoscientists and Engineers (EAGE) Conference, Leipzig, 8-12, vol. 1, P106. [doi:10.3997/2214-4609.201408384] Link to paper
Huang, Y., Wong, P.M. and Gedeon, T.D. (1998) "Prediction of Reservoir Properties using Genetic Algorithms," AI Applications, 12(1-3): 67-75. PDF
Treadgold, N.K. and Gedeon, T.D. (1998) "Simulated Annealing and Weight Decay in Adaptive Learning: the SARPROP Algorithm," IEEE Transactions on Neural Networks, 662-668. [doi:10.1109/72.701179] Link to paper, PDF
Huang, Y., Gedeon, T.D. and Wong, P.M. (1998) "Spatial interpolation using fuzzy reasoning and genetic algorithms," Journal of Geographic Information and Decision Analysis, vol. 2(2): 223-233. Link to paper, PDF
Baranyi, P., Aradi, P., Kóczy, L.T. and Gedeon, T.D. (1998) "Specialised neural network for learning synonyms and related concepts in large document collections," Proceedings IEEE International Conference on Knowledge-based Engineering Systems (KES'98), Adelaide, 206-212. [doi:10.1109/KES.1998.725848] Link to paper, PDF
Baranyi, P., Aradi, P., Kóczy, L.T. and Gedeon, T.D. (1998) "Specialized Neural Network and Fuzzy Logic Algorithm in Comparison for Learning Synonyms and Related Concepts," Proceedings 6th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'98), Anchorage, 1355-1360. [doi:10.1109/FUZZY.1998.686316] Link to paper, PDF
Gedeon, T.D. (1998) "Stochastic bidirectional training," IEEE International Conference on System Man and Cybernetics (SMC'98), session on Semantics and Logic, San Diego, 1968-1971. [doi:10.1109/ICSMC.1998.728185] Link to paper, PDF
Gedeon, TD and Jenkins, N and Horman, S. (1998) "University exam scheduling using a two stage genetic algorithm," Proceedings IEEE International Conference on Intelligent Engineering Systems (INES'98), Vienna, 257-262. PDF
Briedis, B.J. and Gedeon, T.D. (1998) "Using the grow-and-prune network to solve problems of large dimensionality," Proceedings 9th Australian Conference on Neural Networks (ACNN'98), Brisbane, 204-209. Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D. (1997) "A Cascade Network Algorithm Employing Progressive RPROP," in Mira, J, Moreno-Díaz, R and Cabestany, J, , Biological and Artificial Computation: From Neuroscience to Technology, 733-742, Springer Verlag, Lecture Notes in Computer Science, vol. 1240. [doi:10.1007/BFb0032532] Link to paper, PDF
Gedeon, T.D., Catalan, J.A. and Jin, J. (1997) "A Comparison of some Connectionist Compression Schemes," Proceedings IEEE International Conference on Intelligent Engineering Systems (INES'97), Budapest, 283-288. [doi:10.1109/INES.1997.632431] Link to paper, PDF
Wong, P.M., Wong, K.W., Fung C.C. and Gedeon, T.D. (1997) "A Neural-Fuzzy Technique for Interpolating Spatial Data via the use of Learning Curve," in Mira, J, Moreno-Díaz, R and Cabestany, J, , Biological and Artificial Computation: From Neuroscience to Technology, 323-329, Springer Verlag, Lecture Notes in Computer Science, vol. 1240. [doi:10.1007/BFb0032490] Link to paper, PDF
Gedeon, T.D., Wong, P.M., Huang, Y. and Chan, C. (1997) "Adaptive Dimensional Fuzzy-Neural Interpolation for Spatial Data," Journal of Mathematical Modelling and Scientific Computing, vol. 8: 15 pages. PDF
Wong, P.M., Huang Y. and Gedeon, T.D. (1997) "Approximating and Interpolating Spatial Data Functions using a Neural-Fuzzy Technique," Technical Report RCTR97/01, University of N.S.W., September, 11 pp. PDF
Gedeon, T.D. (1997) "Data mining of inputs: Analysing magnitude and functional measures," International Journal of Neural Systems, vol. 8 (2): 209-218. [doi:10.1142/S0129065797000227] Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D. (1997) "Extending CasPer: A Regression Study," Proceeding of the Joint International Conference on Neural Information Processing (ICONIP) and the Australia New Zealand International Conference on Intelligent Information Systems (ANZIIS), 310-313, Dunedin. Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D. (1997) "Extending and Benchmarking the CasPer Algorithm," 10th Australian Joint Conference on Artificial Intelligence (AI'97), as Sattar, A Advanced Topics in Artificial Intelligence, 398-406, Springer-Verlag, Berlin. [doi:10.1007/3-540-63797-4_93] Link to paper, PDF
Gedeon, T.D. and Treadgold, N.K. (1997) "Extracting Meaning from Cascade Networks," Proceedings IEEE International Conference on Systems, Man and Cybernetics (SMC'97), Orlando, 3019-3024. [doi:10.1109/ICSMC.1997.633049] Link to paper, PDF
Wong, P.M., Gedeon, T.D. and Taggart, I.J. (1997) "Fuzzy ARTMAP: a new tool for Lithofacies Classification," AI Applications, vol. 10(3), pp. 29-39.
Kóczy, L.T., Hirota, K. and Gedeon, T.D. (1997) "Fuzzy rule interpolation by the conservation of relative fuzziness," Technical Report, 97-2, Hirota Lab., Chair of Basic Intelligent Sys., Dept. of Computational Intelligence and Systems Science, Tokyo Inst. of Techn., Nagatsuta, Yokohama, 16 pages. PDF
Gedeon, T.D., Kóczy, L.T. (1997) "Fuzzy rule interpolation using an additive conservative strategy," 5th European Congress on Intelligent Techniques and Soft Computing (EUFIT'97), Aachen, 910-913. PDF
Cho, S., Wong, P.M., Gedeon, T.D. and Kwon, Y. (1997) "Generation of Virtual Reservoir Permeability Data using Neural Networks," Technical Report IETR 97-02, Dept. of Information Engineering, University of N.S.W.
Jenkins, N. and Gedeon, T.D. (1997) "Genetic Algorithms Applied to University Exam Scheduling," Proceeding of the International Conference on Neural Information Processing (ICONIP), Dunedin, 1034-1037. Link to paper, PDF
Gedeon, T.D., Catalan, J.A. and Jin, J. (1997) "Image Compression using Shared Weights and Bidirectional Networks," Proceedings 2nd International ICSC Symposium on Soft Computing (SOCO'97), 374-381, Nimes. PDF
Kóczy, L.T. and Gedeon, T.D. (1997) "Information retrieval by fuzzy relations and hierarchical co-occurrence: Part I," Technical Report IETR 97-01, Department of Information Engineering, University of New South Wales. PDF
Kóczy, L.T. and Gedeon, T.D. (1997) "Information retrieval by fuzzy relations and hierarchical co-occurrence: Part II," Technical Report IETR 97-03, Department of Information Engineering, University of New South Wales. PDF
Baranyi, P., Kóczy, L.T. and Gedeon, T.D. (1997) "Learning Synonyms and Related Concepts Applying Fuzzy and Neural Network Algorithms," Technical Report IETR 97-05, Department of Information Engineering, UNSW.
Gedeon, T.D., Kóczy, L.T., Huang, Y. and Wong, P.M. (1997) "Maintenance of local fuzziness in rule interpolation," Proceedings IEEE International Conference on Intelligent Engineering Systems (INES'97), Budapest, 57-62. [doi:10.1109/INES.1997.632393] Link to paper, PDF
Gedeon, T.D. (1997) "Measuring the significance and contributions of inputs in back-propagation neural networks for rules extraction and data mining," in Amari, S. and Kasabov, N., Brain-like Computing and Intelligent Information Systems, Springer Verlag, 417-434. Link to paper
Kasabov, N., Kozma, R., Coghill, G. and Gedeon, T.D., (1997) "Neural Information Processing and Intelligent Information Systems," Springer Verlag, 2 volumes, 1355 pages.
This is the joint proceedings of the 4th ICONIP and ANZIIS international conferences. (ICONIP = Neural Information Processing; ANZIIS = Intelligent Information Processing Systems)
Gedeon, T.D., Kozek, K. (1997) "Neural Network and Hidden Markov Model Classification of Schizophrenia using Eye Gaze Data," Proceedings 2nd International ICSC Symposium on Soft Computing (SOCO'97), 382-385, Nimes. Link to paper, PDF
Huang, Y., Wong, P.M., Gedeon, T.D. (1997) "Spatial Interpolation in Log Analysis using Neural-Fuzzy Technique," Proceedings 59th European Association of Geoscientists and Engineers (EAGE) Conference, 174-175, Geneva. [doi:10.3997/2214-4609-pdb.131.GEN1997_P174] Link to paper
Gedeon, T.D., Wong, P.M., Huang, Y. and Chan, C. (1997) "Two Dimensional Fuzzy-Neural Interpolation for Spatial Data," Proceedings Geoinformatics'97: Mapping the Future of the Asia-Pacific, Taiwan, vol. 1: 159-166. PDF
Gedeon, T.D., Briedis, B.J. and Bustos, R.A. (1997) "Word-Concept Clusters in a Legal Document Collection," in Alspector, J, Goodman, R and Brown, TX Applications of Neural Networks to Telecommunications, Lawrence Erlbaum, vol. 3: 189-197. [doi:10.1007/3-540-62868-1_126] Link to paper, PDF
Baranyi, P., Gedeon, T.D. and Kóczy L.T. (1996) "A general interpolation technique in Fuzzy Rule Bases with Arbitrary Membership Functions," Proceedings IEEE Int. Conference on Systems, Man and Cybernetics, Beijing, 510-515. [doi:10.1109/ICSMC.1996.569844] Link to paper, PDF
Baranyi, P. and Gedeon, T.D. (1996) "A general method for fuzzy interpolation," Proceedings International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU '96), Granada, 483-488. Link to paper
Huang, Y., Wong, P.M. and Gedeon, T.D. (1996) "An Improved Fuzzy Neural Network for Permeability Estimation from Wireline Logs in a Petroleum Reservoir," Proceedings IEEE International Conference on Digital Signal Processing (TENCON'96), Perth, 912-917. [doi:10.1109/TENCON.1996.608469] Link to paper, PDF
Srinivasan, U., Ngu, A.H.H. and Gedeon, T.D. (1996) "Concept Clustering for Cooperation in Heterogenous Information Systems," in Meersman, R., Mark, L. (eds) Database Application Semantics, Chapman & Hall, 481-499. [doi:10.1007/978-0-387-34913-8_21] Link to paper, PDF
Gedeon, T.D. and Kóczy, L.T. (1996) "Conservation of fuzziness in rule interpolation," Intelligent Technologies, vol. 1 International Symposium on New Trends in Control of Large Scale Systems, Herlany, 13-19. PDF
Black, J.A., Gedeon, T.D., Johnson, M.R., Milton, B.E. and Morrison, I.F. (1996) "Engineering Education in Developing Countries: An Eritrean Experience - the unfolding project," Proceedings Australasian Association for Engineering Education 8th Annual Convention and Conference - Keeping Pace with Social and Technical Change, Sydney, 259-263.
T. D. Gedeon (1996) "Extracting teaching hints from a student mark prediction system in an undergraduate Computing subject," Australasian Association for Engineering Education conference PDF
Wong, P. M., Gedeon, T. D., & Taggart, I. J. (1996) "Fuzzy ARTMAP: a new tool for lithofacies recognition," A new tool for lithofacies recognition. AI applications, 10(3), 29-39. Link to paper, PDF
Gedeon, T.D., Singh, S., Kóczy, L.T. and Bustos, R.A. (1996) "Fuzzy Relevance Values for Information Retrieval and Hypertext Link Generation," Proceedings 4th European Congress on Intelligent Techniques and Soft Computing (EUFIT '96), Aachen, 826-830. Link to paper, PDF
Gedeon, T.D. (1996) "Fuzzy-Neural Interpolation of Numeric Data," Proceedings World Automation Congress (WAC'96), Montpelier, 237-243.
Singh, S. and Gedeon, T.D. (1996) "Hypertext tools in Speech and Language Therapy," 6th Australian International Conference on Speech Science and Technology, Adelaide, 233-238. Link to paper, PDF
Gedeon, T.D. (1996) "Indicators of Hidden Neuron Functionality: Static versus Dynamic Assessment," Australasian Journal of Intelligent Information Systems, vol. 3 (2): 1-9. PDF
Gedeon, T.D. (1996) "Indicators of Input Contributions: Analysing the Weight matrix," Proceedings Australia New Zealand International Conference on Intelligent Information Systems (ANZIIS'96), Adelaide, 166-169. [doi:10.1109/ANZIIS.1996.573924] Link to paper, PDF
Gedeon, T.D. (1996) "Indicators of Input Contributions: Comparing Functional Measures," Proceedings IEEE Int. Conf. on Digital Signal Processing (TENCON'96), Perth, 520-525. [doi:10.1109/TENCON.1996.608395] Link to paper, PDF
Ramer, A. and Gedeon, T.D. (1996) "Quasi-Fuzzy Computations," Proceedings 4th European Congress on Intelligent Techniques and Soft Computing (EUFIT '96), Aachen, 105-109. Link to paper
Baranyi, P., Gedeon, T.D. and Koczy, L.T., (1996) "Rule interpolation by spatial geometric representation," In Proc. IPMU (Vol. 96, pp. 483-488). PDF
Gedeon, T.D., Mann, G.A., Wilson, W.H. and Bustos, R.A. (1996) "Separation of Basic Competency Acquisition from Deep Learning in Teaching and Assessment in an undergraduate Computing subject," Proceedings 1st Australasian Conference on Computer Science Education, Sydney, 287-294. [doi:10.1145/369585.369652] Link to paper, PDF
Gedeon, T.D. (1996) "The Cyclic Towers of Hanoi: An iterative solution produced by transformation," The Computer Journal, vol. 39 (4): 353-356. [doi:10.1093/comjnl/39.4.353] Link to paper, PDF
Treadgold, N.K. and Gedeon, T.D. (1996) "The SARPROP Algorithm: A Simulated Annealing Enhancement to Resilient Back Propagation," Proceedings Int. Panel Conference on Soft and Intelligent Computing, Budapest, 293-298. Link to paper, PDF
Gedeon, T.D. and Bustos, R.A. (1996) "Word-Concept Clusters in Document Collections," Australian Document Computing Symposium, Melbourne, vol. 1: 21-24. Link to paper, PDF
Wong, P.M. and Gedeon, T.D. (1995) "A New Method to Detect and Remove the Outliers in Noisy Data using Neural Networks: Error Sign Testing," International Journal of Systems Research and Information Science, vol. 7: 55-65. PDF
Baranyi, P., Gedeon, T.D. and Kóczy, L.T. (1995) "A general method for fuzzy interpolation: specialised for crisp triangular and trapezoidal rules," Proceedings 3rd European Congress on Intelligent Techniques and Soft Computing (EUFIT '95), Aachen, 99-103. PDF
Gedeon, T.D., Ramer, A., Padet, C. and J. (1995) "Abstracting uncertain knowledge: Case for neural nets application," International Journal on Intelligent Automation and Soft Computing, vol. 4: 365-377. [doi:10.1080/10798587.1995.10750642] Link to paper, PDF
Wong, P.M., Gedeon, T.D. and Taggart, I.J. (1995) "An Improved Technique in Porosity Prediction: A Neural Network Approach," IEEE Transactions on Geoscience and Remote Sensing, vol. 33(4), pp. 971-980. [doi:10.1109/36.406683] Link to paper, PDF
Nejad, A.F. and Gedeon, T.D. (1995) "Analyser Neural Networks: An empirical study in revealing regularities of complex systems," in Alspector, J., Goodman, R. and Brown, T.X. Applications of Neural Networks to Telecommunications, Lawrence Erlbaum, vol. 2: 281-289. PDF
Gedeon, T.D., Wilson, W.H., Mann, G.A. and Bustos, R.A. (1995) "Assessment of Basic Competency Acquisition versus Deep Learning in an undergraduate Computing subject," Proceedings UNSW Teaching Conference: Education '95 - The Changing University, Sydney, 171-183.
Gedeon, T.D., Wong, P.M. and Harris, D. (1995) "Balancing Bias and Variance: Network Topology and Pattern Set Reduction Techniques," in Mira, J. and Sandoval, F., , From Natural to Artificial Neural Computation, Springer Verlag, Lecture Notes in Computer Science, vol. 930: 551-558. [doi:10.1007/3-540-59497-3_222] Link to paper, PDF
Nejad, A.F. and Gedeon, T.D. (1995) "BiDirectional Neural Networks and Class Prototypes," Proceedings IEEE International Conference on Neural Networks, Perth, vol. 3: 1322-1327. [doi:10.1109/ICNN.1995.487348] Link to paper, PDF
Nejad, A.F. and Gedeon, T.D. (1995) "Bidirectional Neural Networks Reduce Generalisation Error," in Mira, J. and Sandoval, F., , From Natural to Artificial Neural Computation, Springer Verlag, Lecture Notes in Computer Science, vol. 930: 543-550. [doi:10.1007/3-540-59497-3_221] Link to paper, PDF
Milne, L.K., Gedeon, T.D. and Skidmore, A.K. (1995) "Classifying Dry Sclerophyll Forest from Augmented Satellite Data: Comparing Neural Network, Decision Tree & Maximum Likelihood," Proceedings Australian Conference on Neural Networks, Sydney, 160-163. PDF
Choi, E.C.Y. and Gedeon, T.D. (1995) "Comparison of Extracted Rules from Multiple Networks," [invited paper] Proceedings IEEE International Conference on Neural Networks, Perth, vol. 4: 1812-1815. [doi:10.1109/ICNN.1995.488896] Link to paper, PDF
Srinivasan, U., Ngu, A.H.H. and Gedeon, T.D. (1995) "Concept Clustering for Cooperation," Proceedings IFIP WG2.6 Sixth International Working Conference on Database Semantics, Atlanta, SNG: 1-16. Link to paper, PDF
Bustos, R.A. and Gedeon, T.D. (1995) "Decrypting Neural Network Data: A GIS Case Study," Proceedings International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA), Alès, 231-234. [doi:10.1007/978-3-7091-7535-4_61] Link to paper, PDF
Black, J.A., Gedeon, T.D., Johnson, M.R. and Milton, B.E. (1995) "Fostering Engineering Education in Developing Countries - An Eritrean Experience," Proceedings International Congress of Engineering Deans and Industry Leaders, Melbourne, 605-608.
Gedeon, T.D. (1995) "Indicators of Hidden Neuron Functionality: the Weight Matrix versus Neuron Behaviour," ANNES'95 International Conference on Neural Networks and Expert Systems, Otago, 26-29. [doi:10.1109/ANNES.1995.499431] Link to paper, PDF
Gedeon, T.D., Kóczy, L.T., Ngu, A.H.H., Bustos, R.A. and Shepherd, J.A. (1995) "Learning Fuzzy Measure Functions for Information Retrieval," Proceedings of the International Joint Conference of the 4th IEEE International Conference on Fuzzy Systems and the 2nd International Fuzzy Engineering Symposium (FUZZ-IEEE/IFES'95) Workshop on Fuzzy Database Systems, Yokohama, 43-48. PDF
Bustos, R.A. and Gedeon, T.D. (1995) "Learning Synonyms and Related Concepts in Document Collections," in Alspector, J., Goodman, R. and Brown, T.X. Applications of Neural Networks to Telecommunications, Lawrence Erlbaum, vol. 2: 202-209. Link to paper, PDF
Puflea-Ramer, R., Gedeon, T.D., Ramer, A. and Fagan, J. (1995) "On the CAD/CAM of microwave garnets: a codicil," Electric Power Systems Research, vol. 32: 195-202. [doi:10.1016/0378-7796(94)00915-Q] Link to paper, PDF
Nejad, A.F. and Gedeon, T.D. (1995) "Significance Measures and Data Dependency in Classification Methods," invited paper, Proceedings IEEE International Conference on Neural Networks, Perth, vol. 4: 1816-1822. [doi:10.1109/ICNN.1995.488897] Link to paper, PDF
Kóczy, L.T., Zorat, A. and Gedeon, T.D. (1995) "The Cat and Mouse Problem: optimizing the size of fuzzy rule bases," Proceedings 5th International Work-shop on Current Issues on Fuzzy Technologies (CIFT'95), Trento, 139-151.
Wong, P.M., Taggart, I.J. and Gedeon, T.D. (1995) "The Use of Neural Network Methods in Porosity and Permeability Predictions of a Petroleum Reservoir," AI Applications, vol. 9(2), pp. 27-37. PDF
Wong, P.M., Gedeon, T.D. and Taggart, I.J. (1995) "The use of Fuzzy ARTMAP for Lithofacies Classification: a comparison study," Proceedings SPWLA 36th Annual Logging Symposium, Paris, U: 1-12. Link to paper
Gedeon, T.D. and Ramer, A. (1994) "Abstracting knowledge acquisition from experts in a practical application using a neural network," Proc. 3rd Int.Conf. on Fuzzy Logic, Neural Nets and Soft Computing (IIZUKA), Japan.
Nejad, A.F. and Gedeon, T.D. (1994) "BiDirectional MLP Neural Networks," Proceedings International Symposium on Artificial Neural Networks, Taiwan, 308-313. PDF
Black, J.A., Gedeon, T.D., Johnson, M.R. and Milton, B.E. (1994) "Development of Professional Engineering Competencies in Eritrea," Project Planning Document and AusAID Application for Funding, UNSW.
Ngu, A.H.H., Gedeon, T.D. and Shepherd, J. (1994) "Discovering Indexing Parameters for Information Filtering," Proceedings 2nd International Conference on Intelligent Systems, Singapore, 195-200. PDF
Srinivasan, U., Ngu, A.H.H. and Gedeon, T.D. (1994) "Discovery of Generic concepts from Heterogenous Clinical Information Systems," Proceedings 2nd Int. Conf. on Intelligent Systems, Singapore, 177-182. PDF
Gedeon, T.D. and Wynter, M.C.P. (1994) "Explaining creatively," in Dingli, S. (Ed) Creative Thinking: A Multifaceted Approach, Gutenberg Press, Valletta, xiii, 191-200.
Gedeon, T.D. and Turner, H. (1994) "Extracting Contextual if-then Rules from a Feedforward Neural Network," Proceedings Brazil-Japan Joint Symposium on Fuzzy Systems, Manaus, 113-122. PDF
Gedeon, T.D. (1994) "Financial Forecasting and Data Mining using Neural Networks," Invited Paper, First UNSW Int. Symposium on Soft Computing, Sydney.
Gedeon, T.D. and Slade, P. (1994) "Reducing Training Set Size to Improve Learning," Proceedings 2nd European Congress on Intelligent Techniques and Soft Computing (EUFIT '94), Aachen, 1232-1236. Link to paper
Gedeon, T.D. and Lin, J. (1993) "A General Display for the Visualisation of Artificial Neurons," Proceedings International Conference on Non-Linear Theory (NOLTA), Hawaii, 945-948. PDF
Slade, P. and Gedeon, T.D. (1993) "Bimodal Distribution Removal," in Mira, J., Cabestany, J. and Prieto, A., New Trends in Neural Computation, Springer Verlag, Lecture Notes in Computer Science, vol. 686: 249-254. [doi:10.1007/3-540-56798-4_155] Link to paper, PDF
Gedeon, T.D. and Turner, H. (1993) "Explaining student grades predicted by a neural network," Proceedings International Joint Conference on Neural Networks, Nagoya, 609-612. [doi:10.1109/IJCNN.1993.713989] Link to paper, PDF
Turner, H. and Gedeon, T.D. (1993) "Extracting Meaning from Neural Networks," Proceedings 13th International Conference on AI, Avignon, vol. 1: 243-252. PDF
Gedeon, T.D. and Bowden, T.G. (1993) "Heuristic Pattern Reduction II," Proceedings ICCS, Invited Paper, Beijing, vol. 3: 43-45. PDF
Gedeon, T.D. and Ngu, A.H.H. (1993) "Index Generation is better than Extraction," Proceedings International Conference on Non-Linear Theory (NOLTA), Hawaii, 771-774. PDF
Gedeon, T.D. and Good, R.P. (1993) "Interactive modelling of a neural network model of GDP," Proceedings International Conference on Modelling and Simulation, Perth, 355-360.
Good, R.P. and Gedeon, T.D. (1993) "Network Analysis Techniques as Visualisation Tools," Proceedings International Conference on Non-Linear Theory (NOLTA), Hawaii, 945-952. PDF
Gedeon, T.D., Hiller, J. and Ngu, A.H.H. (1993) "Storage and Visualisation of Medical Images - From Scanner to Database to Display," Invited paper, Australia and New Zealand Association for the Advancement of Science Congress, Perth, 8 pages.
Mital, V. and Gedeon, T.D. (1992) "A Neural Network Integrated with Hypertext for Legal Document Assembly," Proceedings 25th International Conference on System Sciences, Hawaii, 533-539. [doi:10.1109/HICSS.1992.183444] Link to paper, PDF
Gedeon, T.D. and Bowden, T.G. (1992) "Heuristic Pattern Reduction," International Joint Conf. on Neural Networks, Beijing, vol. 2: 449-453. PDF
Gedeon, T.D. and Harris, D. (1992) "Hidden Units in a Plateau," Proceedings 1st International Conference on Intelligent Systems, Singapore, 391-395.
Gedeon, T.D. and Harris, D. (1992) "Image Quality Driven Compression," 2nd International Conference on Image Processing, Singapore, 426-429.
Gedeon, T.D., Johnson, L. and Mital, V. (1992) "Neural Networks and Legal Reasoning," in Mital, V., Johnson, L., Advanced Information Systems for Lawyers, Chapman & Hall, 251-267. Link to paper
Gedeon, T.D., Johnson, L. and Mital, V. (1992) "Neural Networks for Information Retrieval," in Mital, V., Johnson, L., Advanced Information Systems for Lawyers, Chapman & Hall, 268-277. [doi:10.1145/3077136.3082062] Link to paper, PDF
Gedeon, T.D. and Harris, D. (1992) "Progressive Image Compression," Proceedings International Joint Conference on Neural Networks, Baltimore, vol. 4: 403-407. [doi:10.1109/IJCNN.1992.227311] Link to paper, PDF
Gedeon, T.D. (1992) "The Reve's Puzzle: An iterative solution produced by transformation," The Computer Journal, vol. 35 (April): 186-188. [doi:10.1093/comjnl/35.2.186] Link to paper, PDF
Gedeon, T.D., Quinn, C.N. and Wynter, M.C.P. (1992) "Unarticulate creativity," 5th International Conference on Thinking, Townsville, 12 pages. PDF
Harris, D. and Gedeon, T.D. (1991) "A Meta-Learning Strategy to Improve the Performance of Training Algorithms," Proceedings EXPERSYS-91, Paris, 19-27.
Harris, D. and Gedeon, T.D. (1991) "Adaptive insertion of units in feed-forward neural networks," Proceedings 4th International Conference on Neural Networks and their Applications, Nimes, 9 pages. PDF
Gedeon, T.D. and Mital, V. (1991) "An Adaptive Learning Network for Information Retrieval in a Litigation Support Environment," Proceedings International Conference on Neural Networks Methodologies and Applications, AMSE, San Diego, vol. 2: 25-34. PDF
Mital, V. and Gedeon, T.D. (1991) "Automatic Text Analysis and Information Retrieval in Law using a Neural Network," BCS 13th Research Colloquium on Information Retrieval, Lancaster, 7 pages.
Gedeon, T.D. and Harris, D. (1991) "Creating Robust Networks," Proceedings International Joint Conference on Neural Networks, Singapore, 2553-2557. [doi:10.1109/IJCNN.1991.170773] Link to paper, PDF
Mital, V. and Gedeon, T.D. (1991) "Financial Planning using a Neural Network," Proceedings EXPERSYS-91, Paris, 155-159. PDF
Gedeon, T.D. and Harris, D. (1991) "Finding Small Compression Layers," Proceedings DICTA, Melbourne, 6 pages. Link to paper
Gedeon, T.D. and Mital, V. (1991) "Information Retrieval in Law using a Neural Network Integrated with Hypertext," Proceedings International Joint Conference on Neural Networks, Singapore, 1819-1824. [doi:10.1109/IJCNN.1991.170619] Link to paper, PDF
Gedeon, T.D. and Harris, D. (1991) "Network Reduction Techniques," Proceedings International Conference on Neural Networks Methodologies and Applications, AMSE, San Diego, vol. 1: 119-126.
Gedeon, T.D. (1991) "Program Transformation in IMP," Proceedings ICCS, Beijing, 106-109.
Mital, V., Gedeon, T.D. And Johnson, L. (1991) "The connectionist approach to legal concept recognition," International Journal of Law, Computers and Artificial Intelligence.
Hall, P.A.V., Gedeon, T.D. and Reade, C.M.P. (1990) "Formal methods testing and reuse - towards reliability conservation for software," Proceedings IEE International Colloquium on Software Testing for Critical Systems, London, 6 pages. Link to paper, PDF
Gedeon, T.D. (1989) "IMP: An Interactive Program Transformation System," PhD Thesis, The University of Western Australia.
Gedeon, T.D. (1986) "Guided Tour to the Towers of Hanoi," SIGPLAN Notices, vol. 21 (6): 11-12. PDF
Gedeon, T.D. and Rohl, J.S. (1986) "Non-recursive Algorithms for Drawing Space-filling curves," Technical Report 86/6, Uni. of W.A.
Rohl, J.S. and Gedeon, T.D. (1986) "The Reve's Puzzle," The Computer Journal, vol. 29(2), pp. 186-188. [doi:10.1093/comjnl/29.2.187] Link to paper, PDF