By Professor Hussein Abbass

Conference Papers

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, 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

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, 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, 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, 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, AUSTRALIA, Melbourne, pp. 157 - 166, presented at 3rd International Conference on Hybrid Intelligent Systems (HIS 03), AUSTRALIA, Melbourne, 14 December 2003 - 17 December 2003, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000221600700016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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, 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

Liu B; Mckay RI; Abbass HA, 2003, 'Improving Genetic Classifiers with a Boosting Algorithm', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, 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

Abbass HA, 2003, 'Pareto Neuro-Evolution: Constructing Ensemble of Neural Networks Using Multi-objective Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, 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

Shan Y; Mckay RI; Abbass HA; Essam D, 2003, 'Program Evolution with Explicit Learning', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, 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

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, 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

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

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

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

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, 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, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003

Nguyen XH; Mckay RI; Abbass HA, 2003, 'Tree Adjoining Grammars, Language Bias, and Genetic Programming', in 6th European Conference Euro GP 2003, Essex UK, 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, 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

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

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, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA

Barlow MG; Galloway J; Abbass HA, 2002, 'Mining Evolution Through Visualisation', in 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, 'Coordination and Synchronization of Locomotion in a Virtual Robot', in ICONIP 2002, Singapore, presented at ICONIP`02, Singapore, 18 November 2002 - 22 November 2002

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

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, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000231262700025&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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; 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, 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

Abbass HA, 2002, 'The Self-Adaptive Pareto Differential Evolution Algorithm', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, 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

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), Adelaide, Sth Aust, presented at Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, 11 December 2001

Abbass HA, 2001, 'A Memetic Pareto Evolutionary Approach to Artificial Neural Networks', in 14th Australian Joint Conference on Artificial Intelligence (AI 2001), Adelaide, Sth Aust, presented at 14th Australian Joint Conference on Artificial Intelligence (AI 2001), Adelaide, Sth Aust, 10 December 2001 - 14 December 2001

Macrossan PE; Kinghorn BP; Abbass HA, 2001, 'A model for cost effective DNA testing', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001

Mckay RI; Abbass HA, 2001, 'Analyzing Anti-correlation in Ensemble Learning', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001

Abbass HA; Sarker R, 2001, 'Simultaneous Evolution of Architectures and Connection Weights in ANNs', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001

Sarker R; Abbass HA; Karim S, 2001, 'An Evolutionary Algorithm for Constrained Multiobjective Optimization Problems', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001

Mckay RI; Abbass HA, 2001, 'Anti-correlation Measures in Genetic Programming', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001

Monypenny SJ; Abbass HA; Newton CS, 2001, 'A Bayesian update to Ant Colony Optimisation for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001

Teo J; Abbass HA, 2001, 'An Annealing to the Mating-Flight Trajectories in the Marriage in Honey Bees Optimization Algorithm', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001

Nguyen XH; Abbass HA, 2001, 'An Evolutionary Algorithm For Changing Environment', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001

Jones LR; Abbass HA, 2001, 'Evolving Colony of Ants for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001

Abbass HA, 2001, 'A monogenous MBO approach to satisfiability', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001

Sarker R; Abbass HA; Newton CS, 2001, 'Solving multiobjective optimization problems using evolutionary algorithm', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001

Abbass HA, 2001, 'A Single Queen Single Worker Honey-Bees Approach to 3-SAT', in GECCO 2001, Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, California USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, California USA, 07 July 2001 - 11 July 2001

Abbass HA, 2001, 'MBO: Marriage in Honey Bees Optimization A Haplometrosis Polygynous Swarming Approach', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934391

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