Select Publications

Conference Papers

Alam S; Shafi K; Abbass HA; Barlow MG, 2007, 'Evolving Air Traffic Scenarios for the Evaluation of Conflict Detection Models', in 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, presented at 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, 04 December 2007 - 06 December 2007

Ghoneim A; Abbass HA; Barlow MG, 2007, 'Rounds Effect in Evolutionary Games', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007

Cornforth DJ; Abbass HA; Larkin HD, 2007, 'Intelligent Evacuation Models for Fire and Chemical Hazard', in Recent advances in security technology 2007, Australian Homeland Security Research, Curtin, ACT, presented at RNSA Security Technology Conference 2007, Melbourne, 28 September 2007

Bui LT; Whitacre JM; Abbass HA, 2007, 'Performance analysis of elitism in multi-objective ant colony optimization algorithms', in Proceedings 2008 IEEE Congress on Evolutionary Computation, CEC 2008, Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2008.4631010

Greenwood GW; Abbass HA, 2007, 'A New Local Search Algorithm for Continuous Spaces Based on Army Ant Swarm Raids', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424592

Chen K; Dam HH; Lindsay PA; Abbass HA, 2007, 'Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/ALIFE.2007.367830

Ghoneim A; Abbass HA; Barlow MG, 2007, 'Investigating Alliance Dynamics Using a Co-evolutionary Iterated Prisoner's Dilemma with an Exit Option', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4425001

Shafi K; Abbass HA; Zhu W, 2007, 'Real Time Signature Extraction From a Supervised Classifier System', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007

Ghoneim A; Abbass HA; Barlow MG, 2007, 'The Critical Point When Prisoners Meet the Minority: Local and Global Dynamics in Mixed Evolutionary Games', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424954

Soliman OS; Bui LT; Abbass HA, 2007, 'The Effect of a Stochastic Step Length on the Performance of the Differential Evolution Algorithm', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424833

Abbass HA; Baker S; Bender A; Sarker R, 2007, 'Anticipating Future Army Supply Chain Fleet Capabilities', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007

Abbass HA; Bender A; Baker S; Sarker R, 2007, 'Anticipating Future Scenarios for the Design of Modularised Vehicle and Trailer Fleets', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007

Alam S; Nguyen MH; Abbass HA; Sarker R, 2007, 'The Architecture Design and Validation of the Air Traffic Operations and Management Simulator (ATOMS)', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007

Ursani Z; Sarker R; Abbass HA, 2007, 'Improving the Performance of Genetic Algorithm in Capacitated Vehicle Routing Problem using Self Imposed Constraints', in 2007 IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), Honolulu, Hawaii, presented at IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), Honolulu, Hawaii, 01 April 2007 - 05 April 2007, http://dx.doi.org/10.1109/SCIS.2007.367693

Ghoneim A; Abbass HA; Barlow MG, 2007, 'Information Sharing in the Iterated Prisoner's Dilemma Game', in 2007 IEEE Symposium on Computational Intelligence and Games (CIG 2007), Honolulu, Hawaii, presented at IEEE Symposium on Computational Intelligence and Games (CIG 2007) 2007, Honolulu, Hawaii, 01 April 2007 - 05 April 2007, http://dx.doi.org/10.1109/CIG.2007.368079

Barlow MG; Yang A; Abbass HA, 2007, 'A temporal risk assessment framework for planning a future force structure', in >, Honolulu, Hawaii, presented at IEEE Symposium on Computational Intelligence in Defence and Security Applications, Honolulu, Hawaii, 01 April 2007 - 04 April 2007, http://dx.doi.org/10.1109/CISDA.2007.368141

Shan Y; McKay RI; Essam D; Abbass HA, 2007, 'A survey of probabilistic model building genetic programming', in Studies in Computational Intelligence, pp. 121 - 160, http://dx.doi.org/10.1007/978-3-540-34954-9_6

Nguyen MH; Alam S; Tang J; Abbass HA, 2007, 'Ants-inspired dynamic weather avoidance trajectories in a traffic constrained enroute airspace', in 6th EUROCONTROL Innovative Research Workshop and Exhibition: Disseminating ATM Innovative Research, pp. 205 - 212

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

Alam S; Barlow MG; Abbass HA; Lindsay P, 2006, '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 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006

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

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

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

Goh CK; Quek HY; Tan KC; Abbass HA, 2006, 'Modeling civil violence: An evolutionary multi-agent, game theoretic approach', in 2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, IEEE, CANADA, Vancouver, pp. 1609 - +, presented at IEEE Congress on Evolutionary Computation, CANADA, Vancouver, 16 July 2006 - 21 July 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000245414202069&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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, 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

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

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, presented at 6th International Conference, SEAL 2006, Hefei, China

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, 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, presented at 6th International Conference, SEAL 2006, Hefei, China

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

Yang A; Abbass HA; Sarker R, 2005, 'Risk Assessment of Capability Requirements Using WISDOM-II', 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/10.1117/12.644273

Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2005, 'A Multi-agent Simulation Study for Supply Chain Operation', in CIMCA 2005, Vienna, Austria, presented at CIMCA 2005, Vienna, Austria, 28 November 2005 - 30 November 2005, http://portal.acm.org/citation.cfm?id=1134823.1135205

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

Bui LT; Branke J; Abbass HA, 2005, 'Multiobjective Optimization for Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, 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, 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.), 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, 'Diversity as a Selection Pressure in Dynamic Environments', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 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

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, 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

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, 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

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, 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

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, 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

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

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, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004, http://dx.doi.org/10.1007/b104336

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

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

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, 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


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