Conference Papers

Dam HH; Abbass HA; Lokan CJ, 2005, 'The Performance of the DXCS System of Continuous-Valued Inputs in Stationary and Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, pp. 618 - 625, presented at 7th IEEE international conference on e-commerce technology (CEC 2005), Munchen, Germany, 19 July 2005 - 22 July 2005, http://dx.doi.org/10.1109/CEC.2005.1554740

Dam HH; Abbass HA; Lokan CJ, 2005, 'Be Real! XCS with Continuous-Valued Inputs', in Rothlauf F (ed.), Be Real! XCS with Continuous-Valued Inputs, 2005 International Workshop on Learning Classifier Systems, Washington DC, USA, pp. 85 - 87, presented at 2005 International Workshop on Learning Classifier Systems, Washington DC, USA, 25 June 2005 - 29 June 2005

Sastry K; Abbass HA; Goldberg D; Johnson D, 2005, 'Sub-Structural Niching in Estimation of Distribution Algorithms', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 671 - 678, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068123

Bui LT; Abbass HA; Essam D, 2005, 'Fitness Inheritance for Noisy Evolutionary Multi-Objective Optimization', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 779 - 785, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068141

McPartland M; Nolfi S; Abbass HA, 2005, 'Emergence of Communication in Competitive Multi-Agent Systems: A Pareto Multi-Objective Approach', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 51 - 58, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068017

Dam HH; Abbass HA; Lokan CJ, 2005, 'DXCS: an XCS System for Distributed Data Mining', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 1883 - 1890, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068326

Bui LT; Branke J; Abbass HA, 2005, 'Diversity as a Selection Pressure in Dynamic Environments', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 1557 - 1558, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068257

Yang A; Abbass HA; Sarker R, 2005, 'Evolving Agents for Network Centric Warfare', in Evolving Agents for Network Centric Warfare, 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C, presented at 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C

Abbass HA; Goldberg D; Sastry K, 2004, 'Sub-structural Niching in Non-stationary Environments', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, pp. 873 - 885, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004

Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution estimation with Grammar Models', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 191 - 205, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004

Abbass HA, 2004, 'Learning Regularities and Patterns using Probalistic Finite State Machines', in 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, pp. 1 - 10, presented at 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, 06 December 2004 - 10 December 2004

Watson J; Abbass HA; Lokan CJ; Lindsay P, 2004, 'Software engineering for artificial life, complex systems, and Agent-based Distillation', in 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, pp. 1 - 13, presented at 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, 06 December 2004 - 10 December 2004

Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi-agent Simulation Combat Systems', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, pp. 39 - 50, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004, http://dx.doi.org/10.1007/b104336

Jiang QS; Sarker R; Abbass HA, 2004, 'Tracking moving targets and the non-stationary travelling salesman problem', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 171 - 179, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004

Bui LT; Essam D; Abbass HA; Green D, 2004, 'Performance analysis of evolutionary multi-objective optimization methods in noisy environments', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 29 - 39, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004

Mckay RI; Abbass HA; Shan Y; Liu JZ, 2004, 'Modularity and Position Independence in EDA-GP', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004

Nguyen XH; Mckay RI; Essam D; Abbass HA, 2004, 'Genetic Transformation in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, pp. 108 - 119, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004

Shan Y; Mckay RI; Baxter R; Abbass HA; Essam D; Nguyen XH, 2004, 'Grammar Model-based Program Evolution', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, pp. 478 - 485, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://dx.doi.org/10.1109/CEC.2004.1330895

Abbass HA, 2004, 'An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction', in 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, England, pp. 712 - 721, presented at 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, England

Mckay RI; Essam D; Abbass HA; Nguyen XH, 2004, 'Toward an alternative comparison between different genetic programming systems', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, pp. 67 - 77

Nguyen MH; Abbass HA; McKay RI, 2003, 'Stopping criteria for ensembles of evolutionary artificial neural networks', in Abraham A; Koppen M; Franke K (eds.), DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, IOS PRESS, Melbourne, AUSTRALIA, pp. 157 - 166, presented at 3rd International Conference on Hybrid Intelligent Systems (HIS 03), Melbourne, AUSTRALIA, 14 December 2003 - 17 December 2003, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000221600700016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Abbass HA, 2003, 'Pareto Neuro-Evolution: Constructing Ensemble of Neural Networks Using Multi-objective Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 2074 - 2080, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299928

Teo J; Abbass HA, 2003, 'Elucidating the Benefits of a Self-Adaptive Pareto EMO Approach for Evolving Legged Locomotion in Artificial Creatures', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 755 - 762, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299743

Abbass HA; Bagirov AM; Zhang J, 2003, 'The Discrete Gradient Evolutionary Strategy Method for Global Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 435 - 442, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299608

Shan Y; Mckay RI; Abbass HA; Essam D, 2003, 'Program Evolution with Explicit Learning', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 1639 - 1646, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299869

Liu B; Mckay RI; Abbass HA, 2003, 'Improving Genetic Classifiers with a Boosting Algorithm', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 2596 - 2602, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299415

Essam D; Abbass HA, 2003, 'Artificial Life Models for Security & Safety', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003

Teo J; Abbass HA, 2003, 'Neuro-Morpho Evolution: What will happen if our body is not symmetric?', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003

Teo J; Abbass HA, 2003, 'Software Verification of Redundancy in Neuro-Evolutionary Robotics', in 16th Australian joint conference on artificial intelligence - AI 2003, Perth, WA, pp. 302 - 314, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003

Abbass HA, 2003, 'Pareto Neuro-Ensembles', in 16th Australian joint conference on artificial intelligence - AI 2003, Perth, WA, pp. 554 - 566, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003

Teo J; Abbass HA, 2003, 'Search Space Difficulty of Evolutionary Neuro-Controlled Legged Robots', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003

Sarker R; Abbass HA; Dewan SM, 2003, 'PDE Algorithm for Solving Constrained Multi-Objective Optimization Problems', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003

Bo L; Abbass HA; Mckay RI, 2003, 'Classification Rule Discovery with Ant Colony Optimization', in Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, pp. 83 - 88, presented at 2003 IEEE/WIC International Conference on Intelligent Agent Technology, Halifax, Canada, 13 October 2003 - 16 October 2003

Wang B; Mckay RI; Abbass HA; Barlow MG, 2003, 'Learning Text Classifier Using the Domain Concept Hierarchy', in Internation Conference on Communications Circuits and Systems, Chengdu, China, pp. 1230 - 1234, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003, http://dx.doi.org/10.1109/ICCCAS.2002.1179005

Nguyen XH; Mckay RI; Abbass HA, 2003, 'Tree Adjoining Grammars, Language Bias, and Genetic Programming', in 6th European Conference Euro GP 2003, Essex UK, pp. 335 - 344, presented at 6th European Conference Euro GP 2003, Essex UK, 14 April 2003 - 16 April 2003

Abbass HA; K D, 2003, 'Searching under Multi - Evolutionary Pressures', in EMO 2003, Faro Portugal, pp. 391 - 404, presented at EMO 2003, Faro Portugal, 08 April 2003 - 11 April 2003

Sarker R; Reynolds R; Abbass H; Tan KC; McKay B; Essam D; Gedeon T, 2003, 'Preface', in 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, http://dx.doi.org/10.1109/CEC.2003.1299547

Teo J; Abbass HA, 2003, 'Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots', in Goos G; Hartmanis J; Leeuwen J (eds.), GECCO 2003, Chicago Illinois USA, pp. 1612 - 1613, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA

Teo J; Nguyen MH; Abbass HA, 2003, 'Multi Objectivity as a tool for constructing Hierachical Complexity', in Genetic and Evolutionary Computation (GECCO-2003), Chicago Illinois USA, pp. 483 - 494, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA

Wang B; Mckay RI; Abbass HA; Barlow MG, 2003, 'A Comparative Study for Domain Ontology Guided Feature Extraction', in A Comparative Study for Domain Ontology Guided Feature Extraction, Australian Computer Society Conference, presented at Australian Computer Society Conference

Barlow MG; Galloway J; Abbass HA, 2002, 'Mining Evolution Through Visualisation', in 8th International Conference on the simulation and synthesis of living systems, 8th International Conference on the simulation and synthesis of living systems, Australia, presented at 8th International Conference on the simulation and synthesis of living systems, Australia, 09 December 2002 - 13 December 2002

Teo J; Abbass HA, 2002, 'Multi-Objectivity for Brain-Behaviour Evolution of a Phisically-Embodied Organism', in Proceedings of International Conference on Artificial Life, 8th International Conference on the simulation and synthesis of living systems, Australia, presented at 8th International Conference on the simulation and synthesis of living systems, Australia, 09 December 2002 - 13 December 2002

Teo J; Abbass HA, 2002, 'Evolutionary multi-objective robotics: evolving a physically simulated quadruped using the PDE algorithm', in Tan KC; Lim MH; Yao X; Wang L (eds.), RECENT ADVANCES IN SIMULATED EVOLUTION AND LEARNING, WORLD SCIENTIFIC PUBL CO PTE LTD, Singapore, SINGAPORE, pp. 466 - 485, presented at 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 2002), Singapore, SINGAPORE, 18 November 2002 - 22 November 2002, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000231262700025&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Teo J; Abbass HA, 2002, 'Coordination and Synchronization of Locomotion in a Virtual Robot', in ICONIP 2002, Singapore, pp. 1931 - 1935, presented at ICONIP`02, Singapore, 18 November 2002 - 22 November 2002, http://dx.doi.org/10.1109/ICONIP.2002.1199010

Teo J; Abbass HA, 2002, 'Trading-Off Mind Complexity and Locomotion in a Physically Simulated Quadruped', in 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL 2002), IEEE, Singapore, presented at 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL `02), Singapore, 18 November 2002 - 22 November 2002

Macrossan PE; Kinghorn BP; Abbass HA, 2002, 'The prediction of true GTPI for cost effective DNA testing', in The prediction of true GTPI for cost effective DNA testing, 7th International Workshop on Peritoneal Surface Malignancy, Uppsala, Sweden, presented at 7th International Workshop on Peritoneal Surface Malignancy, Uppsala, Sweden, 08 September 2002 - 10 September 2002

Abbass HA, 2002, 'The Self-Adaptive Pareto Differential Evolution Algorithm', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, pp. 831 - 836, presented at IEEE Congress on Evolutionary Computation (CEC 2002), Honolulu, Hawaii, 13 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1007033

Abbass HA; Nguyen XH; Mckay RI, 2002, 'AntTag: A new nethod to compose computer programs using colonies of ants', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, pp. 1654 - 1659, presented at IEEE Congress on Evolutionary Computation (CEC 2002), Honolulu, Hawaii, 13 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1004490

Sarker R; Abbass HA, 2002, 'Identification of Future ADF Vehicles and Trailer Fleets for Project Overlander', in 2002 Mathematics-in-Industry Group Proceedings, MISG, Australia, presented at Mathematics-in-Industry Study Group Workshop 2002, Adelaide, Sth Aust, 11 February 2002 - 15 February 2002

Abbass HA; Teo J, 2001, 'A True Annealing Approach to the Marriage in Honey-Bees Oprimization Algorithm', in Inaugural Artificial Life Workshop (AL 2001), Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, presented at Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, 11 December 2001

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