Conference Papers

Abbass H, 2006, 'Pareto-optimal approaches to neuro-ensemble learning', in Studies in Computational Intelligence, pp. 405 - 427, http://dx.doi.org/10.1007/11399346_18

Alam S; Abbass HA; Barlow M; Lindsay P, 2006, 'Mapping lessons from ants to Free Flight an ant-based weather avoidance algorithm in Free Flight airspace', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.644284

Abbass HA; Barlow MG; Alam S; Bui LT, 2006, 'Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards', in SEAL 2006: 6th International Conference, Hefei, China, pp. 829 - 836, presented at 6th International Conference, SEAL 2006, Hefei, China

Abbass HA; Zhu W; Shafi K, 2006, 'The Role of Early Stopping ad Population Size in XCS for Intrusion Detection', in SEAL 2006: 6th International Conference, Hefei, China, pp. 50 - 57, presented at 6th International Conference, SEAL 2006, Hefei, China

Bui LT; Abbass HA; Essam D; Deb K, 2006, 'Dual Guidance in Evolutionary Multi-objective Optimization by Localization', in SEAL 2006: 6th International Conference, Hefei, China, pp. 384 - 391, presented at 6th International Conference, SEAL 2006, Hefei, China

Goh C; Quek H; Tan KC; Abbass HA, 2006, 'Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, pp. 1624 - 1631, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006

Yang A; Abbass HA; Sarker R, 2006, 'Risk assessment of capability requirements using WISDOM-II', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.644273

Abbass HA; Barlow MG; Essam D; Yang Y, 2006, 'Connecting the Dots to Disconnect Them ¿ a study in network evolution and dynamics for analysing terrorist networks', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006, http://dx.doi.org/10.1117/12.644283

Abbass HA; Baker S; Bender A; Sarker R, 2006, 'Identifying the Fleet Mix in a Military Setting', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006

Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2006, 'A Multi-Agent Approach for Analysing Material Flow in a Manufacturing Supply Chain', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006, http://www.asor.asn.au/iils2006/pdf/iils2006_20.pdf

Shafi K; Abbass HA; Zhu W, 2006, 'An Adaptive Rule-based Intrusion Detection Architecture', in 2006 RNSA Security Technology Conference, RNSA Security Technology Conference 2006, Canberra, presented at RNSA Security Technology Conference 2006, Canberra, 19 September 2006 - 21 September 2006

Petraki E; Bo Z; Abbass HA, 2006, 'Mitigating the threat of counterfeiting to international security through public awareness', in 2006 RNSA Security Technology Conference, RNSA Security Technology Conference 2006, Canberra, presented at RNSA Security Technology Conference 2006, Canberra, 19 September 2006 - 21 September 2006

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

Bui LT; Branke J; Abbass HA, 2005, 'Multiobjective Optimization for Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, pp. 2349 - 2356, 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.2005.1554987

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

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

Sarker R; Kara S; Freeman G; Kayis B; Ray T; Abbass H, 2005, 'A multi-agent simulation study for supply chain operation', in Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet, pp. 728 - 733

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, 01 January 2005

Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A Network Centric Model for Warfare', in Knowledge-Based Intelligent Information and Engineering Systems, 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11553939_115

Abbass HA; Barlow MG; Essam D; Yubin Y, 2005, 'Connecting the dots to disconnect them: A study into network evolution and dynamics for analyzing terrorist networks', in Hariz A; Varadan VK; Reinhold O (eds.), Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644283

Alam S; Abbass HA; Barlow MG; Lindsay P, 2005, 'Mapping Lessons from Ants to Free Flight: An Ant-Based Weather Avoidance Algorithm in Free Flight Airspace', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644284

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

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

Abbass HA, 2004, 'An inexpensive cognitive approach for bi-objective optimization using bliss points and interaction', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 712 - 721

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

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; 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

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

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

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, I O S 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=891bb5ab6ba270e68a

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

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

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

Teo J; Abbass HA, 2003, 'Software verification of redundancy in neuro-evolutionary robotics', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 302 - 314

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

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

Teo J; Abbass HA, 2003, 'Is a self-adaptive Pareto approach beneficial for controlling embodied virtual robots?', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 1612 - 1613

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

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

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

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