Select Publications

Conference Papers

Boulden S; Iorio A; Abbass HA, 2010, 'Learning Synchronization Behaviours in Networked Complex Systems Using Genetic Algorithms', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586030

Wang S; Shafi K; Lokan CJ; Abbass HA, 2010, 'Robustness of Neural Ensembles Against Targeted and Random Adversarial Learning', in FUZZ IEEE 2010 - IEEE World Congress on Computation Intelligence, IEEE, Spain, presented at IEEE International Conference on Fuzzy Systems, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/FUZZY.2010.5584822

Liu J; Zhong W; Abbass HA; Green D, 2010, 'Separated and Overlapping Community Detection in Complex Networks using Multiobjective Evolutionary Algorithms', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586522

Alam S; Lokan CJ; Abbass HA; Ellejmi M; Kirby S, 2010, 'An Evolutionary Computational Analysis of Tactical Controller Tool', in In Proc. Aviation Information Technology Engineering and Management Conference, IGI Global, New Orleans, Louisiana, USA., pp. 1 - 8, presented at Aviation Information Technology Engineering and Management Conference, New Orleans, Louisiana, USA, 22 March 2010 - 24 March 2010, http://www.aitem2010.org/

Leu G; Abbass HA; Curtis N, 2010, 'A GIS based assessment framework for investigating the service level resilience of ground transportation systems', in 31st Conference of the Australian Institutes of Transport Research, Australian Institutes of Transport Research, Canberra, presented at 31st Conference of the Australian Institutes of Transport Research, Canberra

Wesolkowski S; Abbass H; Abielmona R, 2009, 'Welcome to CISDA'2009', in IEEE Symposium on Computational Intelligence for Security and Defense Applications Cisda 2009, http://dx.doi.org/10.1109/CISDA.2009.5356517

Nehaniv C; Abbass H; Sugisaka M, 2009, 'Welcome message', in 2009 IEEE Symposium on Artificial Life Alife 2009 Proceedings, pp. vii - viii, http://dx.doi.org/10.1109/ALIFE.2009.4937686

Tang J; Alam S; Abbass HA; Lokan CJ, 2009, 'Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations', in 2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC`09, presented at 2009 World Summit on Genetic and Evolutionary Computation, 12 June 2009 - 14 June 2009, http://dx.doi.org/10.1145/1543834.1543988

Abbass HA; Bligh W; Towsey M; Finn G; Tierney M, 2009, 'Knowledge discovery in a dairy cattle database: Automated knowledge acquisition', Crete, presented at 5th International Conference of the International Society for Equity in Health - `Social and Societal Influences on Equity in Health`, Crete, 09 June 2009 - 11 June 2009

Bui LT; Wesolkowski S; Bender A; Abbass HA; Barlow MG, 2009, 'A dominance-based stability measure for multi-objective evolutionary algorithms', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983020

Bui VQ; Bui LT; Abbass HA; Bender A; Ray PK, 2009, 'On the Role of Information Networks in Logistics: An Evolutionary Approach with Military Scenarios', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983000

Alam S; Tang J; Abbass HA; Lokan CJ, 2009, 'The effect of symmetry in representation on scenario-based risk assessment for air-traffic control resolution strategies', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983211

Alam S; Abbass HA; Lokan CJ; Ellejmi M; Kirby S, 2009, 'Computational Red Teaming to Investigate Failure Patterns in Medium Term Conflict Detection', in Proceedings of 8th Eurocontrol Innovative Research Workshop, Brétigny-sur-Orge, France, presented at 8th Eurocontrol Innovative Research Workshop, Brétigny-sur-Orge, France, http://ino2009.eurocontrol.fr/2009/index.php

Barbosa B; Bui LT; Abbass HA; Aguirre LA; Braga AP, 2008, 'Evolving an Ensemble of Neural Networks using Artificial Immune Systems', in LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, Melbourne, Australia, presented at 7th International Conf. on Simulated Evolution & Learning (SEAL 2008), Melbourne, Australia, 07 December 2008 - 10 December 2008

Abbass HA; Bender A; Dam HH; Baker S; Whitacre JM; Sarker R, 2008, 'Computational Scenario-based Capability Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389378

Whitacre JM; Abbass HA; Bender A; Sarker R; Baker S, 2008, 'Strategic Positioning in Tactical Scenario Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389293

Whitacre JM; Bender A; Baker S; Fan Q; Sarker R; Abbass HA, 2008, 'Network Topology and Time Criticality Effects in Modularised Fleet Problems', in SimTecT 2008: Simulation Conference, Melbourne, Australia, presented at SimTecT 2008: Simulation Conference, Melbourne, Australia, 12 May 2008 - 15 May 2008

Yang A; Abbass HA; Sarker R, 2007, 'Group Coordination in Multi-Agent Systems: Is it a necessity or an overhead?', in MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, presented at MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, 10 December 2007 - 13 December 2007

Bui LT; Soliman O; Abbass HA, 2007, 'a Modified Strategy for the Constriction Factor in Particle Swarm Optimization', 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

Alam S; Nguyen MH; Abbass HA; Barlow MG, 2007, 'Ants Guide Future Pilots', 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

Abbass HA; Alam S; Nguyen MH; Tang J, 2007, 'Dynamic Weather Avoidance Trajectories in a Traffic Constrained Enroute Airspace,', 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

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, 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, 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, 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, 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, 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

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, 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


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