Professor Tom Gedeon
Honorary Professor
ANU College of Engineering, Computing and Cybernetics
T:
+61 2 6125 1052
Areas of expertise
- Computer Human Interaction 080602
- Information Systems Development Methodologies 080608
- Neural, Evolutionary And Fuzzy Computation 080108
- Knowledge Representation And Machine Learning 170203
- Information Retrieval And Web Search 080704
- Pattern Recognition And Data Mining 080109
- Artificial Intelligence And Image Processing Not Elsewhere Classified 080199
- Ubiquitous Computing 080504
- Human Information Behaviour 080703
Available student projects
Human Centred Computing / Bioinspired Computing projects - Keywords: Human: Eye gaze, EEG, face recognition, tele-operation. Bioinspired: Fuzzy logic, neural networks, evolutionary algorithms.
Publications
- Qin, Z, Gedeon, T & McKay, R 2018, 'Why don't the modules dominate?', 2018 Genetic and Evolutionary Computation Conference, GECCO 2018, ed. Hernan Aguirre, Association for Computing Machinery (ACM), New York, NY, United States, pp. 121-122pp.
- Plested, J, Gedeon, T, Zhu, X et al. 2018, 'Detection of universal cross-cultural depression indicators from the physiological signals of observers', 7th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2017, IEEE, TBC, pp. 185-192.
- HOSSAIN, M, Gedeon, T & Sankaranarayana, R 2018, 'Using temporal features of observers' physiological measures to distinguish between genuine and fake smiles [IN PRESS]', IEEE Transactions on Affective Computing, vol. online.
- Hossain, M, Gedeon, T, Caldwell, S et al 2018, 'Investigating differences in two visualisations from observer's fixations and saccades', 2018 Australasian Computer Science Week Multiconference, ACSW 2018, ACM, New York, NY, USA, pp. 1-4.
- Zhu, X, Qin, Z, Gedeon, T et al 2018, 'Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers' Pupillary Responses', 25th International Conference on Neural Information Processing, ICONIP 2018, ed. Cheng L., Leung A., Ozawa S., Springer, Cham, pp. 610-621.
- Dhall, A, Goecke, R, Ghosh, S et al. 2017, 'From individual to group-level emotion recognition: Emoti W 5.0', 19th ACM International Conference on Multimodal Interaction, ICMI 2017, ed. E Lank, E Hoggan, S Subramanian, A Vinciarelli & S Brewster, Association for Computing Machinery (ACM), TBC, pp. 524-528.
- Copeland, L & Gedeon, T 2017, 'Tutorials in Elearning; How Presentation Affects Outcomes', IEEE Transactions on Emerging Topics in Computing, vol. 5, no. 1, pp. 20-31.
- Kim, J, Thomas, P, Sankaranarayana, R et al. 2017, 'What Snippet Size is Needed in Mobile Web Search?', Conference on Human Information Interaction and Retrieval, CHIIR 2017, Association for Computing Machinery (ACM), New York, USA, pp. 97-106pp.
- Tsimeris, J, Stevenson, D, Gedeon, T et al. 2017, 'Phlebotomists do it better: Exploring soft interaction in the medical domain', 2017 ACM SIGCHI Conference on Human Factors in Computing Systems, CHI EA 2017, Association for Computing Machinery (ACM), New York, USA, pp. 979-984pp.
- Chen, L, Gedeon, T, Hossain, M et al 2017, 'Are you really angry? detecting emotion veracity as a proposed tool for interaction', 29th Australian Computer-Human Interaction Conference, OzCHI 2017, ed. Brereton M.Vyas D.So, ACM, New York, pp. 412-416pp.
- Liu, Y, Wittek, P, Daranyi, S et al. 2016, 'Risk and ambiguity in information seeking: Eye gaze patterns reveal contextual behavior in dealing with uncertainty', Frontiers in Psychology, vol. 7, no. November 2016, pp. 1-10pp.
- Caldwell, S & Gedeon, T 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, vol. 228, pp. 348-355.
- Dhall, A, Goecke, R, Gedeon, T et al. 2016, 'Emotion recognition in the wild', Journal of Multimodal User Interfaces, vol. 10, no. 2, pp. 95-97.
- Kim, J, Thomas, P, Sankaranarayana, R et al. 2016, 'Understanding Eye Movements on Mobile Devices for Better Presentation of Search Results', Journal of the Association for Information Science and Technology, vol. 67, no. 11, pp. 2607-2619pp.
- Picek, S, McKay, R, Santana, R et al. 2015, 'Fighting the Symmetries: The Structure of Cryptographic Boolean Function Spaces', 17th Genetic and Evolutionary Computation Conference, GECCO 2015, ed. Sara Silva, Association for Computing Machinery (ACM), New York, pp. 457-464.
- Li, X & Gedeon, T 2015, 'Gender Disparity and the Creepy Hill in Face Replacement Videos', IEEE Conference on Cognitive Infocommunications, CogInfoCom 2015, IEEE, unknown, pp. 413-418.
- Dhall, A, Goecke, R & Gedeon, T 2015, 'Automatic group happiness intensity analysis', IEEE Transactions on Affective Computing, vol. 6, no. 1, pp. 13-26.
- Sharma, N & Gedeon, T 2015, 'Modeling observer stress: A computational approach', Intelligent Decision Technologies, vol. 9, no. 2, pp. 191-207pp.
- Kim, J, Thomas, P, Sankaranarayana, R et al 2014, '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, vol. online 11 June 2014.
- Copeland, L & Gedeon, T 2014, 'Effect of presentation on reading behaviour', 26th Annual Conference of the Australian Computer-Human Interaction (OzCHI 2014), ed. Loke L.Wadley G.Leon, Association for Computing Machinery (ACM), New York, USA, pp. 230-239.
- Sharma, N & Gedeon, T 2014, 'Modeling a stress signal', Applied Soft Computing Journal, vol. 14, no. PART A, January 2014, pp. 53-61.
- Sharma, N & Gedeon, T 2014, 'Modeling observer stress for typical real environments', Expert Systems with Applications, vol. 41, no. 5, pp. 2231-2238.
- Copeland, L, Gedeon, T & Mendis, B 2014, 'Fuzzy output error as the performance function for training artificial neural networks to predict reading comprehension from eye gaze', 21st International Conference on Neural Information Processing (ICONIP 2014), ed. Chu Kiong Loo, Keem Siah Yap, Kok Wai Wong, Andrew Teoh, Kaizhu Huang, Springer, online, pp. 586-593.
- Sharma, N, Dhall, A, Gedeon, T et al. 2014, 'Thermal spatio-temporal data for stress recognition', Eurasip Journal on Image and Video Processing, vol. 28, pp. 1-12.
- Dhall, A, Goecke, R, Joshi, J et al. 2014, 'Emotion Recognition In The Wild Challenge 2014:Baseline, Data and Protocol', 16th ACM International Conference on Multimodal Interaction ICMI 2014, Association for Computing Machinery (ACM), USA, pp. 461-466.
- Gregor, S, Lin, A, Gedeon, T, Riaz, A and Zhu, D, 2014, 'Neuroscience and a nomological network for the understanding and assessment of emotions in information systems research', Journal of Management Information Systems, vol. 30, no. 4, pp. 13-47.
- Sharma, N, Gedeon, T & Mendis, B 2013, 'Evolutionary algorithms using cluster patterns for timetabling', Intelligent Decision Technologies, vol. 7, no. 2, pp. 137-150.
- Tsimeris, J, Stevenson, D, Gedeon, T et al. 2013, 'Using Force Form, a Dynamically Deformable Interactive Surface, for Palpation Simulation in Medical Scenarios', Smart Material Interfaces ICMI 2013, Association for Computing Machinery (ACM), New York USA, pp. 1-4.
- Alghowinem, S, Goecke, R, Wagner, M et al. 2013, 'A comparative study of different classifiers for detecting depression from spontaneous speech', 2013 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, IEEE, Vancouver, BC, pp. 8022-8026.
- Sharma, N, Dhall, A, Gedeon, T et al. 2013, 'Modeling Stress Using Thermal Facial Patterns: A Spatio-Temporal Approach', Humaine Association Conference on Affective Computing and Intelligent Interaction ACII 2013, IEEE Computer Society, USA, pp. 387-392.
- Dhall, A, Goecke, R, Joshi, J et al. 2013, 'Emotion Recognition In The Wild Challenge 2013', International Conference on Multimodal Interaction (ICMI 2013), Association for Computing Machinery (ACM), USA, pp. 1-7.
- Henschke, M, Gedeon, T, Jones, R et al. 2013, 'Wands Are Magic: A Comparison of Devices Used in 3D Pointing Interfaces', IFIP TC 13, International Conference on Human-Computer Interaction, INTERACT 2013, Springer Berlin Heidelberg, Cape Town, pp. 512-519.
- Tsimeris, J, Dedman, C, Broughton, M et al. 2013, 'ForceForm: A Dynamically Deformable Interactive Surface', 26th ACM UIST Symposium, Association for Computing Machinery (ACM), New York USA, pp. 1-4.
- Henschke, M, Gedeon, T & Jones, R 2013, 'Extending the index finger is worse than sitting: Posture and minimal objects in 3D pointing interfaces', IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2013, IEEE, Budapest, pp. 797-802.
- Copeland, L & Gedeon, T 2013, 'Measuring reading comprehension using eye movements', IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2013, IEEE, Budapest, pp. 791-796.
- Sharma, N & Gedeon, T 2013, 'Hybrid genetic algorithms for stress recognition in reading', European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics (EvoBIO 2013), Springer, Vienna, pp. 117-128.
- Vo, T, Gedeon, T & Tran, D 2012, 'Modeling the mental differentiation task with EEG', International Conference on Neural Information Processing (ICONIP 2012), ed. Tingwen Huang, Springer, Berlin Germany, pp. 357-364.
- Manuaba, I, Taylor, K & Gedeon, T 2012, 'Evaluation of Response Models to a Series of Commands in a Telerobotics Supervisory Control System', International Conference on Intelligent Robotics and Applications 2012, ed. C.-Y. Su, S. Rakheja, H. Liu, Springer, Canada, pp. 73-84.
- Gedeon, T, Zhu, D & bersot, S 2012, 'Developing a situated virtual reality simulation for telerobotic control and training', International Conference on E-Learning and Games for Training, Education, Health and Sports, Conference Organising Committee, Darmstadt, pp. 13-22.
- Mendis, B & Gedeon, T 2012, 'Complex Structured Decision Making Model: A hierarchical frame work for complex structured data', Information Sciences, vol. 194, pp. 85-106.
- Oliver, G, Sunehag, P & Gedeon, T 2012, 'Recursive channel selection techniques for brain computer interfaces', IEEE International Conference of the Engineering in Medicine and Biology Society (EMBS 2012), ed. Michael C. K. Khoo; Gert Cauwenberghs; James Weiland, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway, New Jersey, pp. 1753-1756.
- Tsimeris, J, Gedeon, T & Broughton, M 2012, 'Using magnetic forces to convey state information: An exploration of a haptic technology', Australian Computer-Human Interaction Conference (OzCHI 2012), ed. Loke,L and Robertson, T, Conference Organising Committee, Melbourne, VIC, pp. 620-623.
- Krumpholz, A, Hawking, D, Jones, R et al. 2012, 'Automated medical literature retrieval', Australasian Medical Journal, vol. 5, no. 9, pp. 489-496.
- Dhall, A, Goecke, R, Lucey, S et al. 2012, 'Collecting Large, Richly Annotated Facial-Expression Databases from Movies', IEEE MultiMedia, vol. 19, no. 3, pp. 34-41.
- Sharma, N & Gedeon, T 2012, 'Objective measures, sensors and computational techniques for stress recognition and classification: A survey', Computer Methods and Programs in Biomedicine, vol. 108, no. 3, pp. 1287-1301.
- Sharma, N & Gedeon, T 2012, 'Artificial Neural Network Classification Models for Stress in Reading', International Conference on Neural Information Processing (ICONIP 2012), ed. Tingwen Huang, Springer, Berlin Germany, pp. 388-395.
- Rajabiyazdi, F, Rajabiyazdi, F & Gedeon, T 2012, 'Comparing User Performance on an iPad to a 17" Backpad', International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012), Institute of Electrical and Electronics Engineers (IEEE Inc), Palermo Italy, pp. 469-474.
- Wu, H, Wu, H, Gedeon, T et al. 2012, 'Investigating the Quality of Different Self-Organizing Map Topologies for Complex Data', IEEE International Symposium on Logistics and Industrial Informatics (LINDI 2012), Conference Organising Committee, Smolenice Slovakia, pp. 221-226.
- Rajabiyazdi, F, Rajabiyazdi, F & Gedeon, T 2012, 'Hand grip strength on a large PDA: holding while reading is different from a functional task', International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012), Institute of Electrical and Electronics Engineers (IEEE Inc), Palermo Italy, pp. 475-480.
- Liu, Y, Thomas, P, Schmakeit, J et al. 2012, 'Do users benefit from controlled vocabularies in search interfaces?', European Workshop on Human-Computer Interaction and Information Retrieval (EuroHCIR 2012), ed. Max L. Wilson, Tony Russell-Rose, Birger Larsen, and James Kalbach, Association for Computing Machinery Inc (ACM), The Netherlands.
- Oliver, G, Sunehag, P & Gedeon, T 2012, 'Asynchronous Brain Computer Interface using Hidden Semi-Markov Models', IEEE International Conference of the Engineering in Medicine and Biology Society (EMBS 2012), ed. Michael C. K. Khoo; Gert Cauwenberghs; James Weiland, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway, New Jersey, pp. 2728-2731.
- Kim, J, Thomas, P, Sankaranarayana, R & Gedeon, T 2012, 'Comparing scanning behaviour in web search on small and large screens **', 17th Australasian Document Computing Symposium, AD, Association for Computing Machinery Inc (ACM), Dunedin New Zealand, pp. 25-30.
- Coward, L & Gedeon, T 2011, 'Architectures of complex learning systems', Biologically Inspired Cognitive Architectures 2011, IOS Press, Arlington Virginia USA, pp. 79-87.
- Zhu, D, Gedeon, T & Taylor, K 2011, '"Moving to the centre": A gaze-driven remote camera control for teleoperation', Interacting with Computers, vol. 23, no. 1, pp. 85-95.
- Mendis, B & Gedeon, T 2011, 'WRAO and OWA learning using Levenberg-Marquardt and genetic algorithms', Memetic Computing, vol. Online, pp. 124-131.
- 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.
- Vo, T & Gedeon, T 2011, 'Reading Your Mind: EEG during Reading Task', International Conference on Neural Information Processing (ICONIP 2011), Springer, New York USA, pp. 396-409.
- Fahey, D, Gedeon, T & Zhu, D 2011, 'Document Classification on Relevance: A Study on Eye-Gaze Patterns for Reading', International Conference on Neural Information Processing (ICONIP 2011), Springer, New York USA, pp. 143-150.
- Sharma, N & Gedeon, T 2011, 'Stress Classification for Gender Bias in Reading', International Conference on Neural Information Processing (ICONIP 2011), Springer, New York USA, pp. 348-355.
- Dhall, A, Asthana, A, Goecke, R et al. 2011, 'Emotion Recognition Using PHOG and LPQ features', International Conference on Automatic Face and Gesture Recognition (FG 2011), ed. Unknown, IEEE Computer Society, Washington DC USA, p. 6.
- Dhall, A, Goecke, R, Lucey, S et al. 2011, 'Static Facial Expression Analysis in Tough Conditions: Data, Evaluation Protocol and Benchmark', IEEE International Conference on Computer Vision (ICCV 2011), Curran Associates, Inc., Washington USA, p. 7.
- Gal, V, Solt, I, Gedeon, T et al. 2011, 'Multi-disciplinary modality classication for medical images', Conference on Multilingual and Multimodal Information Access Evaluation, ed. Vivien Petras, Pamela Forner, Paul D. Clough, Association for Computing Machinery Inc (ACM), New York USA, pp. 1-9.
- Zhu, D, Gedeon, T & Taylor, K 2011, 'Exploring Camera Viewpoint Control Models for a Multi-Tasking Setting in Teleoperation', ACM Conference on Human Factors in Computing Systems (CHI 2011), Association for Computing Machinery Inc (ACM), New York USA, p. 10.
- Manuaba, I, Taylor, K & Gedeon, T 2011, 'Comparison between Two Mixed Reality Environments as a Teleoperation Interface', IEEE International Conference on Robotics and Automation ICRA 2011, IEEE Robotics and Automation Society, Piscataway USA, p. 6.
- Krumpholz, A, Hadad, A, Studeny, N et al. 2011, 'Automatic identification of the most important elements in an XML collection', Australasian Document Computing Symposium (ADCS 2011), ed. Sally Jo Cunningham, Falk Scholer, Paul Thomas, RMIT University, Melbourne Australia, pp. 14-17.
- Manna, S & Gedeon, T 2011, 'Performance Enhancement of Hierarchical Document Signature: A Comprehensive Study', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), IEEE Communications Society, unknown, p. 8.
- Oliver, G & Gedeon, T 2010, 'Brain Computer Interfaces: A Recurrent Neural Network Approach', International Conference on Neural Information Processing (ICONIP 2010), ed. Conference Program Committee, Springer, Berlin, Heidelberg, pp. 66-73.
- Mendis, B & Gedeon, T 2010, 'Estimation of Possibility-Probability Distributions', Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference (IPMU 2010), ed. Eyke Hullermeier et al, Springer, New York, pp. 338-347.
- Manuaba, I, Taylor, K & Gedeon, T 2010, 'Exploration of Second Life as a Virtual Game Environment for Teleoperation', APCHI-ERGOFUTURE International Joint Conference 2010, ed. Conference Program Committee, Universitas Udayana, Indonesia, pp. 674-679.
- Zhu, D, Gedeon, T & Taylor, K 2010, 'Head or Gaze? Controlling Remote Camera for Hands-Busy Tasks in Teleoperation: A Comparison', Annual Conference of the Australian Computer-Human Interaction (OZCHI 2010), ed. Conference Program Committee, Association for Computing Machinery Inc (ACM), New York, pp. 300-303.
- Manna, S & Gedeon, T 2010, 'Semantic Hierarchical Document Signature For Determining Sentence Similarity', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New York.
- Hadad, A, Mendis, B & Gedeon, T 2010, 'Improvements in Sugeno-Yasukawa Modelling Algorithm', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New York.
- Manna, S, Mendis, B & Gedeon, T 2010, 'An Enhanced Framework of Subjective Logic for Semantic Document Analysis', International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2010), ed. Vicenc Torra et al, Springer, New York, pp. 231-242.
- Mendis, B & Gedeon, T 2010, 'Polymorphic Fuzzy Signatures', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New York.
- Zhu, D, Gedeon, T & Taylor, K 2010, 'The Development of a Novel Eye Tracking Based Remote Camera Control for Mining Teleoperation', Large Open Pit Mining Conference 2010, ed. Conference Program Committee, Australasian Institute of Mining and Metallurgy, Carlton, Victoria, pp. 1-8.
- Vo, T, Mendis, B & Gedeon, T 2010, 'Gaze Pattern and Reading Comprehension', International Conference on Neural Information Processing (ICONIP 2010), ed. Conference Program Committee, Springer, Berlin, Heidelberg, pp. 124-131.
- Manna, S, Gedeon, T & Mendis, B 2010, 'Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature', International Conference on Neural Information Processing (ICONIP 2010), ed. Conference Program Committee, Springer, Berlin, Heidelberg, pp. 298-306.
- Zhu, D, Gedeon, T & Mendis, B 2010, 'Fuzzy methods and eye gaze for cooperative robot communication', Journal of Intelligent Information and Database Systems, vol. 4, no. 1, pp. 43-59.
- Manna, S, Mendis, B & Gedeon, T 2010, 'Capture of Evidence for Summarization: An Application of Enhanced Subjective Logic', Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), ed. Mohammad J. Zaki et al, Springer, New York, pp. 291-298.
- Zhu, D, Gedeon, T & Taylor, K 2010, 'Natural Interaction Enhanced Remote Camera Control for Teleoperation', ACM Conference on Human Factors in Computing Systems (CHI 2010), ed. Conference Program Committee, Association for Computing Machinery Inc (ACM), New York, pp. 3229-3234.
- Hadad, A, Gedeon, T & Mendis, B 2009, 'Finding input sub-spaces for Polymorphic Fuzzy Signatures', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New York.
- Zhu, D, Gedeon, T & Taylor, K 2009, 'Keyboard before Head Tracking Depresses User Success in Remote Camera Control', in T. Gross, J. Gulliksen, P. Kotze, L. Oestreicher, P. Palanque, et al (ed.), Human-Computer Interaction (INTERACT 2009), Springer, New York, pp. 319-331.
- Manna, S, Petres, Z & Gedeon, T 2009, 'Significant term extraction by Higher Order SVD', International Symposium on Applied Machine Intelligence and Informatics (SAMI 2009), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), USA, pp. 63-68.
- Khoo, S & Gedeon, T 2009, 'Generalisation Performance vs. Architecture Variations in Constructive Cascade Networks', in Mario Köppen Nikola Kasabov George Coghill (ed.), Advances in Neuro-Information Processing, Springer, New York, pp. 236-243.
- Ballagi, A, Koczy, L & Gedeon, T 2009, 'Fuzzy Communication and Motion Control by Fuzzy Signatures in Intelligent Mobile Robots', in Janos Fodor and Janusz Kacprzyk (ed.), Aspects of Soft Computing, Intelligent Robotics and Control, Springer, New York, pp. 147-164.
- Manna, S, Mendis, B & Gedeon, T 2009, 'Hierarchical document signature: A specialized application of fuzzy signature for document computing', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New York, pp. 1083-1088.
- Manna, S, Petres, Z & Gedeon, T 2009, 'Tensor Term Indexing: An application of HOSVD for Document Summarization', International Symposium on Computational Intelligence and Intelligent Informatics (ISCII 2009), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New Jersey, pp. 135-141.
- Manna, S, Gedeon, T, Mendis, B et al. 2009, 'Evidence Based Approach for Sentence Extraction from Single Documents', Acta technica Jaurinensis, vol. 2, no. 2, pp. 181-202.
- Ballagi, A, Koczy, L & Gedeon, T 2009, 'Motion control and communication of cooperating intelligent robots by fuzzy signatures', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), New York, pp. 1073-1076.
- Coward, L & Gedeon, T 2009, 'Implications of resource limitations for a conscious machine', Neurocomputing, vol. 72, pp. 767-788.
- Asthana, A, Sanderson, C, Gedeon, T et al. 2009, 'Learning-based Face Synthesis for Pose-Robust Recognition from Single Image', British Machine Vision Conference (BMVC 2009), ed. Andrea Cavallaro, Simon Prince, Daniel C. Alexander, BMVC, London, pp. 1-10.
- Ballagi, A, Koczy, L & Gedeon, T 2009, 'Robot Cooperation without Explicit Communication by Fuzzy Signatures and Decision Trees', Conference of the Euorpean Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2009), ed. João Paulo Carvalho et al, International Fuzzy Systems Association, USA, pp. 1462-1467.
- Asthana, A, Goecke, R, Quadrianto, N et al. 2009, 'Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal Images Only', Computer Vision and Pattern Recognition Conference (CVPR 2009), ed. Pat Flynn, Eric Mortensen, Institute of Electrical and Electronics Engineers (IEEE Inc), Miami, USA, pp. 1635-1642.
- Hawking, D, Thomas, P, Gedeon, T et al. 2009, 'New methods for creating testfiles: Tuning enterprise search with C-TEST', SIGIR Workshop on the Future of IR Evaluation 2009, ed. S. Geva, J. Kamps, C. Peters, T. Sakai, A. Trotman, E. Voorhees, IR Publications, Amsterdam, The Netherlands, pp. 5-6.
- Hadad, A, Gedeon, T, Shabazi, S et al. 2008, 'A Modified Version of Sugeno-Yasukawa Modeler', International CSI Computer Conference (CSICC 2008), ed. Hamid Sarbazi-Azad, Behrooz Parhami, Seyed-Ghassem Miremadi, Shaahin Hessabi, Springer, New York, pp. 852-856.
- Gedeon, T 2008, 'Neural Networks for Modeling Esthetic Selection', International Conference on Neural Information Processing (ICONIP 2007), ed. Masumi Ishikawa, Springer, Berlin, Germany, pp. 666-674.
- Huang, Z, Gedeon, T & Nikravesh, M 2008, 'Pattern Tree Induction: A New Machine Learning Method', IEEE Transactions on Fuzzy Systems, vol. 16, no. 4, pp. 958-970.
- Gedeon, T, Zhu, D & Mendis, B 2008, 'Eye Gaze Assistance for a Game-Like Interactive Task', International Journal of Computer Games Technology, vol. 5, p. 10.
- Mendis, B & Gedeon, T 2008, 'Aggregation Selection for Hierarchical Fuzzy Signatures: A Comparison of Hierarchical OWA and WRAO', Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference (IPMU 2008), ed. L. Magdalena, M. Ojeda-Aciego, J.L. Verdegay (eds, IEEE Computer Society, Spain, pp. 1376-1383.
- Zhu, D, Mendis, B, Gedeon, T et al. 2008, 'A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition', International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (APNNA 2008), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Berlin Heidelberg Germany, pp. 655-662.
- Huang, Z, Nikravesh, M, Gedeon, T et al. 2008, 'Pattern Trees: An effective Machine Learning Approach', in Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (ed.), Forging New Frontiers: Fuzzy Pioneers II, Springer, Berlin, New York, pp. 399-433.
- Manna, S & Gedeon, T 2008, 'A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction', in Christopher C.Yang, Hsinchun Chen, Michael Chau, et al (ed.), Intelligence and Security Informatics IEEE ISI 2008 International Workshops, Springer, Berlin, pp. 14-20.
- Mendis, B & Gedeon, T 2008, 'A Comparison: Fuzzy Signatures and Choquet Integral', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), USA, pp. 1464-1471.
- Zhu, D & Gedeon, T 2008, 'Fuzzy Logic for Cooperative Robot Communication', International Symposium on Agents and Multiagent Systems (KES-AMSTA 2008), ed. Ngoc Thanh Nguyen, GeunSik Jo, Robert J. Howlett, Lakhmi C. Jain, Springer, New York, pp. 401-410.
- Gedeon, T, Koczy, L & Zorat, A 2007, 'Optimal Size Fuzzy Models', Journal of Advanced Computational Intelligence, vol. 11, no. 3, pp. 335-341.
- Huang, Z, Nikravesh, M, Azvine, B et al. 2007, 'Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset', International Fuzzy Systems Association World Congress (IFSA 2007), ed. Patricia Melin, Oscar Castillo, Luis T Anguilar, Janusz Kacprzyk, witold Pedrycz, Springer, Berlin, Germany, pp. 395-406.
- Koczy, L & Gedeon, T 2007, 'Context Dependent Reconstructive Communication', International Symposium on Computational Intelligence and Intelligent Informatics (ISCII 2007), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), United States, pp. 13-19.
- Wong, K, Gedeon, T & Koczy, L 2007, 'Fuzzy Signature and Cognitive Modelling for Complex Decision Control', International Fuzzy Systems Association World Congress (IFSA 2007), ed. Patricia Melin, Oscar Castillo, Luis T Anguilar, Janusz Kacprzyk, witold Pedrycz, Springer, Berlin, Germany, pp. 380-389.
- Koczy, L, Botzheim, J & Gedeon, T 2007, 'Fuzzy Models and Interpolation', in Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (ed.), Forging new frontiers: Fuzzy Pioneers I, Springer, Heidelberg, pp. 111-131.
- Mendis, B, Gedeon, T, Botzheim, J et al. 2006, 'Generalised Weighted Relevance Aggregation Operators for Hierarchical Fuzzy Signatures', International Conference on Computational Intelligence for Modelling, Control and Automation, and International Conference on Intelligent Agents, Web technologies and Internet Commerce 2006, ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), USA, p. 198.
- Wong, K, Gedeon, T & Koczy, L 2006, 'Efficient Fuzzy Cognitive Modeling for Unstructured Information', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Canada, pp. 358-363.
- Mendis, B, Gedeon, T & Koczy, L 2006, 'On the issue of learning weights from observations for fuzzy signatures', World Automation Conference (WAC 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Budapest, p. 6.
- Botzheim, J, Lughofer, E, Klement, E et al. 2006, 'Separated antecedent and consequent learning for Takagi-Sugeno fuzzy systems', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Canada, pp. 2263-2269.
- Mendis, B, Gedeon, T & Koczy, L 2006, 'Learning Generalized Weighted Relevance Aggregation Operators Using Levenberg-Marquardt Method', International Conference on Hybrid Intelligence Systems (HIS 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway USA, p. 34.
- Huang, Z & Gedeon, T 2006, 'Pattern Trees', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Canada, pp. 1784-1791.
- Mendis, B, Gedeon, T & Koczy, L 2006, 'Learning weights from observations for hierarchical fuzzy signatures', World Automation Conference (WAC 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Budapest, pp. 532-537.
- Huang, Z & Gedeon, T 2006, 'Information retrieval estimation via fuzzy probability', World Automation Conference (WAC 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Budapest, p. 6.
- Cabrita, C, Botzheim, J, Gedeon, T et al. 2006, 'Bacterial memetic algorithm for fuzzy rule base optimization', World Automation Conference (WAC 2006), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Budapest, p. 6.
- Kraipeerapun, P, Fung, C, Brown, W et al. 2006, 'Uncertainty in mineral prospectivity prediction', in King et al. (ed.), Neural Information Processing: 13th International Conference, ICONIP 2006, Hong Kong October 3-6 2006, Proceedings, Part II, Springer, Berlin, pp. 841-849.
- Mendis, B, Gedeon, T & Koczy, L 2006, 'Flexibility and robustness of hierarchical fuzzy signature structures with perturbed input data', Information Processing and Management of Uncertainty in Knowledge-Based systems International Conference (IPMU 2006), ed. Bouchon-Meuier & Yager, LISTIC-ESIA, Universite de Savoie, Paris, p. 8.
- Mendis, B, Gedeon, T & Koczy, L 2005, 'Investigation of Aggregation in Fuzzy Signatures', International Conference on Computational Intelligence, Robotics and Autonomous Systems 2005, ed. Conference Program Committee, Elsevier, online, p. 6.
- Wong, K, Tikk, D, Gedeon, T et al. 2005, 'Fuzzy Rule Interpolation for Multidimensional Input Spaces With Applications: A Case Study', IEEE Transactions on Fuzzy Systems, vol. 13, no. 6, pp. 809-819.
- Zhou, T, Gedeon, T & Jin, J 2005, 'Automatic Generating Detail-on-Demand Hypervideo Using MPEG-7 and SMIL.', ACM International Workshop on Multimedia Databases 2005, ed. Conference Program Committee, Association for Computing Machinery Inc (ACM), Singapore, p. 4.
- Szaszko, S, Koczy, L & Gedeon, T 2005, 'Fuzzy Pseudo-thesaurus Based Clustering of a Folkloristic Corpus', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2005), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), United States, pp. 126-131.
- Wong, K, Ong, Y, Gedeon, T et al. 2005, 'Reservoir Characterization Using Support Vector Machines', IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIMCA-IAWTIC 2005), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), United States, p. 6.
- Coward, L & Gedeon, T 2005, 'Physiological Representation of Concepts in the Brain', International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR 2005), ed. Tomo Honkela, Ville Kononen, Matti Polla and Olli Simula, Conference Organising Committee, Espoo, Finland, pp. 154-160.
- Coward, L, Gedeon, T & Ratanayake, U 2004, 'Managing Interference Between Prior and Later Learning', Lecture Notes in Computer Science (LNCS), vol. 63, pp. 458-463.
- Wong, K, Fung, C, Gedeon, T et al. 2004, 'Intelligent Data Mining and Personalisation for Customer Relationship Management', International Conference on Control, Automation, Robotics and Vision (ICARCV 2004), Institute of Electrical and Electronics Engineers (IEEE Inc), CD Rom, pp. 1796-1801.
- Gedeon, T 2004, 'Analysis of the cultural belief collection using a fuzzy pseudo-thesaurus', Hungarian Computer Linguistics Conference, ed. Janos Csirik, University of Szeged, Szeged, Hungary, pp. 237-245.
- Gedeon, T, Iyer, V & Fung, L 2004, 'A Modular Neural Network Approach to Electricity Spot Price Forecast for Australian National Electricity Market.', International Conference on Information and Communication Technologies (ICICT 2004), ed. Dobri Atanassov Batovski and Sergey Alexandrovich Fedoseev, Assumption University Press, Bangkok, Thailand, pp. 258-262.
- Gedeon, T 2004, 'Constructing Cascade Neural Networks', International Conference on Artificial Intelligence in Science and Technology (AISAT 2004), ed. Michael Negnevitsky, University of Tasmania, Tasmania, Australia., pp. 8-16.
- Wong, K, Gedeon, T & Koczy, L 2004, 'Construction of Fuzzy Signature from Data: An Example of SARS Pre-clinical Diagnosis System', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2004), ed. Jacek Zurada, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway, NJ, pp. 1649-1654.
- Iyer, V, Fung, C, Brown, W et al. 2004, 'Use of Polynomial Neural Network for a mineral prospectivity analysis in a GIS environment', IEEE Region 10 Conference (TenCon 2004), Institute of Electrical and Electronics Engineers (IEEE Inc), United States, pp. 411-414.
- Baranyi, P, Gedeon, T & Koczy, L 2004, 'A Generalized Concept for Fuzzy Rule Interpolation', IEEE Transactions on Fuzzy Systems, vol. 12, no. 6, pp. 820-837.
- Coward, L, Gedeon, T & Ratnayake, U 2004, 'Learning complex combinations of operations in a hybrid architecture', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2004), ed. Jacek Zurada, Institute of Electrical and Electronics Engineers (IEEE Inc), Piscataway, NJ, pp. 923-928.
- Gedeon, T, Wong, K, Wong, P et al. 2003, 'Spatial interpolation using fuzzy reasoning', Transactions in G I S, vol. 7, no. 1, pp. 55-66.
- Wong, K, Ong, Y, Gedeon, T et al. 2003, 'Intelligent Well Log Data Analysis for Reservoir Characterization', International Conference on Intelligent Technologies (InTech 2003), ed. Sompong Dhompongsa, Sansanee Auephanwiriyakul, Chiang Mai University, Chaing Mai, Thailand, pp. 203-208.
- Tikk, D, Koczy, L & Gedeon, T 2003, 'A survey on the universal approximation and its limits in soft computing techniques.', International Journal of Approximate Reasoning, vol. 33, pp. 185-202.
- Chong, A, Gedeon, T, Kovacs, S et al. 2003, 'Sparse Fuzzy Systems Generation and Fuzzy Rule Interpolation: A Practical Approach', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2003), ed. Olfa Nasraoul, Hichem Frigui, James M Keller, Institute of Electrical and Electronics Engineers (IEEE Inc), USA, pp. 494-499.
- Chong, A, Gedeon, T & Koczy, L 2003, 'Hierarchical Fuzzy Classifier for Bioinformatics Data', International Symposium on Signal Processing and its Applications (ISSPA 2003), ed. ISSPA, Conference Organising Committee, Paris, France, pp. 45-48.
- Brown, W, Gedeon, T & Groves, D 2003, 'Use of Noise to Augment Training Data: A Neural Network Method of Mineral-Potential Mapping in Regions of Limited Known Deposit Examples.', Natural Resources Research, vol. 12, no. 2, pp. 141-151.
- Brown, W, Groves, D & Gedeon, T 2003, 'Use of fuzzy membership input layers to combine subjective geological knowledge to the Earth works.', Natural Resources Research, vol. 12, no. 3, pp. 183-200.
- Tikk, D, Joo, I, Koczy, L et al. 2002, 'Stability of interpolative fuzzy KH-controllers', Fuzzy Sets and Systems, vol. 125, pp. 105-119.
- Wong, P, Bruce, A & Gedeon, T 2002, 'Confidence bounds of petrophysical predictions from conventional neural networks.', IEEE Transactions on Geoscience and Remote Sensing, vol. 40, no. 6, pp. 1440-1444.
- Gedeon, T, Kuo, H & Wong, P 2002, 'Rule extraction using Fuzzy Clustering for a Sedimentary Rock Data Set', International Journal of Fuzzy Systems, vol. 4, no. 1, pp. 600-605.
- Koczy, L, Gedeon, T & Koczy, J 2002, 'Fuzzy tolerance relations and relational maps applied to information retrieval', Fuzzy Sets and Systems, vol. 126, no. 1, pp. 49-61.
- Tikk, D, Biro, G, Gedeon, T et al. 2002, 'Improvements and critique on Sugeno and Yasukawa's qualitative modelling', IEEE Transactions on Fuzzy Systems, vol. 10, no. 5, pp. 596-606.
- Coward, L, Gedeon, T & Kenworthy, W 2001, 'Application of the Recommendation Architecture to Telecommunications Network Management', International Journal of Neural Systems, vol. 11, no. 4, pp. 323-327.
- Gedeon, T, Wong, K & Tikk, D 2001, 'Constructing hierarchical fuzzy rule bases for classifications', IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2001), Institute of Electrical and Electronics Engineers (IEEE Inc), USA.
- Gedeon, T 2001, 'An Integrated neural-fuzzy-genetic-algorithm using hyper-surface membership functions to predict permeability in petroleum reservoirs.', Engineering Applications of Artificial Intelligence, vol. 14, no. 1, pp. 15-21.
Projects and Grants
Grants information is drawn from ARIES. To add or update Projects or Grants information please contact your College Research Office.
- Meta models for classifying subtle actions in images and videos (Primary Investigator)
- Adaptive modeling of human responses in complex interaction (Primary Investigator)
- Computational Intelligence for Complex Structured Data (Primary Investigator)
- Remote Mining/Immerive Technologies (Primary Investigator)
- Leveraging Operator Observation to Improve Safety (Primary Investigator)
- Human/machine interface: Enabling the transfer and integration of sensory information to remote human operated decision and control systems (Primary Investigator)
- Handling unreliable, uncertain and inadequate data for Intelligence led Investigation (Primary Investigator)
- A novel cooperative global information system for healthcare (Primary Investigator)