Journals
- Shafi K. and Abbass H.A. An Adaptive Genetic-Based Signature Learning System for Intrusion Detection, Expert Systems with Applications, Elsevier Science, Vol(36), Issue 10, Pages 12036-12043. Early Draft Download
- Bui L., Abbass H.A., and Essam D. Localization for Solving Noisy Multi-objective Optimization Problems, Evolutionary
Computations, MIT Press, Fall 2009, Vol. 17, No. 3, Pages 379-409. Early Draft Download
- Abbass H.A., Alam S., and Bender A. (2009) MEBRA: Multiobjective Evolutionary Based Risk Assessment, IEEE Computational Intelligence Magazine, IEEE Press, August 2009, Pages 29-36. Early Draft Download
- Abbass H.A. and Bender A. (2009) The Pareto Operating Curve for Risk Minimization, Artificial Life and Robotics Journal, Vol.14. Early Draft Download
- Quek H.Y., Tan K.C., and Abbass H.A. (2009) Evolutionary Game Theoretic Approach for Modeling Civil Violence, IEEE Transactions on Evolutionary Computation, 13(4), Pages 1-21. Early Draft Download
- Alam S., Shafi K., H.A. Abbass and M. Barlow (2009)An Ensemble Approach for Conflict Detection in Free Flight by Data Mining, Transportation Research Part C, 17(3), Pages 298-317. Early Draft Download
- Bui L.T., Barlow M. and Abbass H.A. (2009) A Multiobjective Risk-based Framework for Mission Capability Planning, New Mathematics and Natural Computation, World Scientific, 5(2), pp 459-485. Early Draft Download
- Lennon P., Kinghorn B., and Abbass H.A. (2009). Cyclic Genotyping Strategies. III: A Comparison of Predictive Methods for Group Genotyping, Journal of Animal Breeding and Genetics, 126(2), 117-126. Early Draft Download
- Quek H.Y., Tan K.C., Goh C.K., and Abbass H.A. (2009) Evolution and incremental
learning in the iterated prisoner's dilemma, IEEE Transactions on Evolutionary
Computation, 13(2), 303-320. Early Draft Download
- Rojanavasu P., Dam H.H., Abbass H.A., Lokan C. and Pinngern O. (2009). A Self-Organized, Distributed, and Adaptive Rule-Based Induction System, IEEE Transactions on Neural Networks, 20(3), 446-459. Early Draft Download
- Shafi K., Kovacs T., Abbass H.A., and Zhu W. (2009) Intrusion Detection with Evolutionary Learning Classifier Systems, Natural Computing, Springer, 8(1), 3-27. Early Draft Download
- Bui L.T., Abbass H.A. and Essam D. (2009). Local Models - an Approach to Distributed Multi-objective Optimization, Computational Optimization and Application Journal, 42(1), 105-139. Early Draft Download citations
- Badham J., Abbass H.A., and Stocker R. (2008). Parameterisation of keeling’s network generation algorithm, Journal of Theoretical Population Biology, 74(2), 161-166. Early Draft Download
- Alam S., Abbass H.A. and Barlow M. (2008), ATOMS: Air Traffic Operations and Management Simulator, IEEE Transactions on Intelligent Transportation. vol 9(2), 209-225. Early Draft Download
- Ghoneim A., Abbass H.A. and M. Barlow (2008), Characterizing Game Dynamics in 2-Player Strategy Games Using Network Motifs, IEEE Transactions on Systems, Man, Cybernetics, Part B, vol 38(3), 682-690. Early Draft Download
- Dam H., H.A. Abbass, Lokan C. and Yao X. (2008) Neural-Based Learning Classifier Systems,IEEE Transactions on Knowledge and Data Engineering, vol 20(1), 26-39. Early Draft Download
- Nguyen M.H., Abbass H.A. and McKay R. (2008) Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition and Regularization, IEEE Transactions on Systems, Man, Cybernetics, Part C, vol 38(1), 100-109. Early Draft Download
- Bui L.T., Deb K., Abbass H.A. and Essam D. (2008) Interleaving Guidance in Evolutionary Multi-objective Optimization, Journal of Computer Science and Technology, 23(1), 4463. Early Draft Download
- Shafi K. and Abbass H.A. (2007) Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection, Information Security Technical Reports, vol 12(4), 209-217, Elsevier Science. Early Draft Download
- Nguyen M.H., Abbass H.A. and McKay R. (2006) A Novel Mixture of Experts Model Based on Cooperative Coevolution, Neurocomputing, Elsevier Science, Vol 1-3, 155-163. Early Draft Download citations
- Yang A., Abbass H.A., and Sarker H (2006). Characterizing Warfare in Red
Teaming, IEEE Transactions on Systems, Man, Cybernetics, Part B, 36(1). Early Draft Download
- Abbass H.A. (2006) An Economical Cognitive Approach for Bi-Objective
Optimization Using Bliss Points and Interaction, Soft Computing, Springer,
10(8), 687-698. Early Draft Download
- Nguyen M.H., Abbass H.A., McKay R.I. (2005) Stopping criteria for ensemble of
evolutionary artificial neural networks, Applied Soft Computing, Elsevier, Vol
6, No 1, 100-107. Early Draft Download citations
- Teo J. and Abbass H.A. (2005) Multi-objectivity and Complexity in Embodied
Cognition. IEEE Transactions on Evolutionary Computation, 9(4), pp. 337-360. Early Draft Download
- Liu B, Abbass H.A. and McKay R I (2004). Classification Rule Discovery with Ant
Colony Optimisation. IEEE Computational Intelligence Bulletin 3(1), pp. 31-35. Early Draft Download High citations
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Teo J. and Abbass H.A. (2004). Automatic Generation of Controllers for Embodied
Legged Organisms: a Pareto Evolutionary Multi-Objective Approach. Evolutionary
Computations, MIT Press, 12(3), pp. 355-394. Early Draft Download citations
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Teo J. and Abbass H.A. (2004) Information-Theoretic Landscape Analysis of
Neuro-Controlled Embodied Organisms. Neural Computing and Applications,
Springer, 31(1), pp. 80-89. Early Draft Download
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Sarker R. and Abbass H.A. (2004) Differential Evolution for Solving
Multi-objective Optimization Problems. Asia-Pacific Journal of Operations
Research, World Scientific, 21(2), pp. 225-240. Early Draft Download citations
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Shan Y, McKay R I, Abbass H. A. and Essam D L
(2004) Program Distribution Estimation with Grammar Models. Complexity International, Vol. 11, pp. 191-205.Early Draft Download
- H.A. Abbass (2003) Speeding up Back-Propagation Using Multiobjective
Evolutionary Algorithms, Neural Computation, MIT Press, vol. 15, No 11,
2705-2726. Early Draft Download High citations
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Teo J. and Abbass H.A. (2003) Search Space Difficulty of Evolutionary
Neuro-Controlled Legged Robots. The International Journal of Knowledge Based
Intelligent Engineering Systems, Vol.7(3), 149-156. Early Draft Download citations
- McKay
R. and Abbass H.A. (2003) Artificial Life: An Introduction. The
International Journal of Computational Intelligence and Applications, World
Scientific, Volume 3, No 2, pp 143-144. Early Draft Download
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Abbass H.A., Towsey M., Kozan E. and Werf J. Van Der (2003). Genetic Algorithms
for a Large Scale Dynamic Allocation Problem. Journal of Applied System Sciences (JASS), Cambridge Press, 4(2). Early Draft Download
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J. Teo and H.A. Abbass (2003). A True Annealing Approach to the Marriage in
Honey-Bees Optimization Algorithm. The International Journal of Computational
Intelligence and Applications, World Scientific, Volume 3, No 2, pp 199-208. Early Draft Download
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H.A. Abbass (2002). An evolutionary artificial neural networks approach for
Breast Cancer Diagnosis. Artificial Intelligence in Medicine, Elsevier Science,
vol 25/3 pp 265-281. Early Draft Download High citations
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H.A. Abbass and R. Sarker (2002). The Pareto Differential Evolution Algorithm.
International Journal on Artificial Intelligence Tools, World Scientific, vol
11, No 4, pp 531-552, 2002. Early Draft Download High citations
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H.A. Abbass (2002). An agent based approach to 3-SAT using marriage in
honey-bees optimization. International Journal of Knowledge-Based Intelligent
Engineering Systems (KES), Vol. 6, No. 2, pp. 1-8. Early Draft Download citations
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H.A. Abbass, M. Towsey, and G. Finn (2001). C-Net: A Method for Generating
Non-deterministic and Dynamic Multivariate Decision Trees, Knowledge and
Information Systems: An International Journal (KAIS), Springer-Verlag, Vol. 5,
No. 2. Early Draft Download
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H.A. Abbass, M. Towsey, G. Finn, and E. Kozan (2001). A Meta-Representation for
Integrating OR and AI in an Intelligent Decision Support Paradigm, ITOR:
International Transactions of Operational Research, Vol 8, No. 1. Early Draft Download citations
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R. McKay and H.A. Abbass (2001) Anti-correlation: A Diversity Promoting
Mechanisms in Ensemble Learning. The Australian Journal of Intelligent
Information Processing Systems (AJIIPS), vol 7, No 3/4, pp 139-149. Early Draft Download citations
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B.B. Wang, R.I. McKay, H.A. Abbass and M.Barlow (2001). Domain Ontology Guided
Feature-Selection for Document Categorization. The Australian Journal of
Intelligent Information Processing Systems (AJIIPS), vol 7, No 3/4, pp 102-109. Early Draft Download
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H.A. Abbass, G. Wiggen, R. Lakshmanan and B. Morton (1999). Constraint logic
programming as a paradigm for heat exchanger network retrofit, The International
Journal of Computers and Chemical Engineering, supplement volume of ESCAPE-9,
PP.S127-S130. Early Draft Download
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M.H. Rasmy and H.A. Abbass (1991). An interactive constraint method for solving
linear programming problems. Journal of Egyptian Statistical Society, Vol. 2,
Jul.
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M.H. Rasmy, H.A. Abbass and M.M. Labib (1991). A proposed criterion to select
the entering variable in Simplex method, (between theory and practice)”.
Engineering Research Bulletin, Helwan Univ., Vol. 3, March.
Book Chapters
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O. Soliman, L.T. Bui, and H. Abbass (2009). A Memetic Coevolutionary Multi-Objective Differential Evolution Algorithm. In Multi-Objective Memetic Algorithms, C-K. Goh, Y-S. Ong, K.C. Tan (Eds). Springer, Studies in Computational Intelligence, Vol (171), Pages 369-388, ISBN 978-3-540-88050-9. Early Draft Download
- H.H. Dam, P. Rojanavasu, H.A. Abbass and C. Lokan (2008). Distributed Learning Classifier Systems. In Learning Classifier Systems in Data Mining, Larry Bull and Ester Bernado-Mansilla and John H. Holmes (Eds), Springer, Studies in Computational Intelligence Series, Pages 69-91, Vol (125), ISBN 978-3-540-78978-9. Early Draft Download
- Teo J., Neri L.D., Nguyen M.H. and Abbass H.A. (2008). Walking with EMO: Multi-Objective Robotics for Evolving Two, Four and Six Legged Locomotion. In Multi-Objective Optimization in Computational Intelligence: Theory and Practice, Lam Thu Bui and Sameer Alam (Eds), chapter 11, pages 300-332, IGI Global Publications. Early Draft Download
- L.T. Bui, M.H. Nguyen, J. Branke, H.A. Abbass (2008) Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms. In Multiobjective Problem Solving from Nature: From Concepts to Applications, Joshua Knowles, David Corne, and Kalyanmoy Deb (Eds), Springer, Natural Computing Series, Pages 77-92, ISBN 978-3-540-72963-1. Early Draft Download
- H.H. Dam, C. Lokan and H.A. Abbass (2007) Evolutionary Online Data Mining: An Investigation in a Dynamic Environment. In Evolutionary Computation in Dynamic and Uncertain Environments, Shengxiang Yang, Yew-Soon Ong and Yaochu Jin Edition, Studies in Computational Intelligence Series, Springer, Volume 51/2007, pages 153-178, ISBN 978-3-540-49772-1. Early Draft Download
- S. Baker, A. Bender, H.A. Abbass, and R. Sarker (2007) A Scenario-based Evolutionary Scheduling Approach for Assessing Future Supply Chain Fleet Capabilities, In Evolutionary Scheduling, K. Dahal, K.C. Tan and P. Cowling (eds.), Studies in Computational Intelligence Series, Springer, Volume 49/2007, pages 485-512, ISBN 978-3-540-48582-7. Early Draft Download
- Shan Y., McKay R.I., Essam D.L. and Abbass H.A. (2006) A Survey of Probabilistic Model Building Genetic Programming, In Scalable Optimization via Probabilistic Modeling, Series: Studies in Computational Intelligence, Vol. 33 Pelikan M., Sastry K., and Cantú-Paz E. (Eds), Springer-Verlag, 121-160. Early Draft Download citations
- Abbass H.A. (2005) Pareto-Optimal Approaches to Neuro-Ensemble Learning, In Multi-Objective Machine Learning, Series: Studies in Computational Intelligence, Jin, Yaochu (Ed), Springer-Verlag, 407-428. Early Draft Download
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M. Kirley, H. Abbass, and R. McKay (2006) “Diversity Mechanisms in Pitt-Style
Evolutionary Classifier Systems”, In Data Mining and Knowledge Discovery
Approaches Based on Rule Induction Techniques, E. Triantaphyllou and G. Felici,
Springer-Verlag, New York, NY, U.S.A., in its Massive Computing series, Vol. 6.
ISBN 0-3873-4294-X, 433-458. Early Draft Download
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Teo J. and Abbass H.A. (2004) Evolutionary Multi-objective Robotics: Evolving
Physically Simulated Quadruped using the Pareto-frontier Differential Evolution
Algorithm, In Recent Advances in Simulated Evolution and Learning, K.C. Tan, M.H.
Lim, X. Yao and L. Wang (Eds), World Scientific, ISBN 981-238-952-0, pp.466-485. Early Draft Download
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Nguyen M.H., Abbass H.A. and McKay R. (2004) Diversity and Neuro-Ensemble, In
Evolutionary Computing in Data Mining, A. Ghosh and L. Jain, Physica-Verlag,
Germany. Early Draft Download
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R. Sarker, H. Abbass and C. Newton (2002) “Solving Two Multi-objective
Optimization Problems Using Evolutionary Algorithms”, In Intelligent Systems in
Control, M. Mohammadian, R. Sarker & X. Yao (Eds), Idea Group Publishing, USA. Early Draft Download
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H.A. Abbass “From Evolution to Immune to Swarm to ? A simple introduction to
heuristics”, In Data Mining: a heuristic approach, editors H.A. Abbass, R.
Sarker, and C. Newton Eds, IDEA Group Publishers, ISBN 1-930708-25-4, 2002. Early Draft Download
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R. Sarker, H.A. Abbass, C. Newton “Introducing data mining and knowledge
discovery”, In Heuristics and Optimization for Knowledge Discovery, editors H.A.
Abbass, R. Sarker, and C. Newton Eds, IDEA Group Publishers, ISBN 1-930708-26-2,
2002. Early Draft Download
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H.A. Abbass, M. Towsey, E. Kozan, J. Van Der Werf, and J. Diederich “A Markov
Chain Tabu Search Approach to the evolutionary allocation problem”. In
Operations Research/ Management Science at Work: Applying Theory in the Area
Pacific Region, E. Kozan and A. Ohuchi Eds, Kluwer Academic Publishers. Early Draft Download
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H.A. Abbass “Introducing Artificial Intelligence to Agriculture”. In The
applications of Artificial Intelligence, Optimisation, and Bayesian Methods to
Agriculture, H.A. Abbass and M. Towsey Eds, pp 1-8, 1999. Early Draft Download
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H.A. Abbass, M. Towsey, J. Van Der Werf, and G. Finn “Modelling the Evolution:
The Evolutionary Allocation Problem”. In The applications of Artificial
Intelligence, Optimisation, and Bayesian Methods to Agriculture, H.A. Abbass and
M. Towsey Eds, 1999. Early Draft Download
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P. Maccrossan, K. Mengersen, H.A. Abbass, M. Towsey, and G. Finn “Statistics and
artificial neural networks: a comparison of various predictive methods”, In The
applications of Artificial Intelligence, Optimisation, and Bayesian Methods to
Agriculture, H.A. Abbass and M. Towsey Eds, 1999. Early Draft Download
Lecture Notes
- B. Barbosa, L.T. Bui, H.A. Abbass, L.A. Aguirre, and A.P. Braga. Evolving an Ensemble of Neural Networks using Artificial Immune Systems, SEAL 2008, LNCS 5361, 121-130. Early Draft Download
- Sameer Alam, Minh Ha Nguyen, Hussein A. Abbass, Michael Barlow: Ants Guide Future Pilots. ACAL 2007, LNCS 4828, 36-48. Early Draft Download
- Ayman Ghoneim, Michael Barlow, Hussein A. Abbass: Rounds Effect in Evolutionary Games. ACAL 2007, LNCS 4828, 72-83. Early Draft Download
- L.T. Bui, O. Soliman, H.A. Abbass (2007) A Modified Strategy for the Constriction Factor in Particle Swarm Optimization. ACAL 2007, LNCS 4828, 333-344. Early Draft Download
- K. Shafi, H.A. Abbass, and W. Zhu (2006) The Role of Early Stopping and
Population Size in XCS for Intrusion Detection, 6th International Conference on
Simulated Evolution and Learning (SEAL'06), LNCS 4247, Hefei, China, pp. 50-57. Early Draft Download citations
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A. Yang, H.A. Abbass, and R. Sarker (2006) Land Combat Scenario Planning: A
Multiobjective Approach, 6th International Conference on Simulated Evolution and
Learning (SEAL'06), LNCS 4247, Hefei, Chinapp. pp. 837-844. Early Draft Download
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S. Alam, L.T. Bui, H.A. Abbass, and M. Barlow (2006) Pareto Meta-Heuristics for
Generating Safe Flight Trajectories Under Weather Hazards, 6th International
Conference on Simulated Evolution and Learning (SEAL'06), LNCS 4247, Hefei,
China, pp. 829-836. Early Draft Download
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L.T. Bui, K. Deb, H.A. Abbass, and D. Essam, (2006) Dual Guidance in
Evolutionary Multi-objective Optimization By Localization, 6th International
Conference on Simulated Evolution and Learning (SEAL'06), LNCS 4247, Hefei,
China, pp. 384-391. Early Draft Download
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A. Yang, H.A. Abbass and R. Sarker (2005). WISDOM-II: A Network Centric Model
for Warfare. Ninth International Conference on Knowledge-Based Intelligent
Information & Engineering Systems (KES 2005), Lecture Note Computer Science LNCS
3683, Melbourne, Australia, pp. 813-819. Early Draft Download citations
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H. Dam, K. Shafi and H.A. Abbass (2005). Can evolutionary computation handle
large datasets? A study into network intrusion detection. The 18th Australian
Joint Conference on Artificial Intelligence, Lecture Notes in Artificial
Intelligence, LNAI 3809, Springe-Verlag, pp. 1092-1095. Early Draft Download
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H.A. Abbass (2004) An Inexpensive Cognitive Approach for Bi-Objective
Optimization Using Bliss Points and Interaction, The 8th International
Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham,
Lecture Notes in Computer Science LNCS 3242, Springer-Verlag, pp. 712-721. Early Draft Download
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N.X. Hoai, R.I. McKay, D.L. Essam and H.A. Abbass (2004) Towards an Alternative
Comparison between Genetic Programming Systems, The 7th European Conference on
Genetic Programming, Lecture Notes in Computer Science, LNCS 3003, Springer-Verlag,
pp. 67 -77. Early Draft Download
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K. Sastry, H.A. Abbass and D. Goldberg Sub-Structural Niching in Non-Stationary
Environments, The 17th Australian Joint Conference on Artificial Intelligence,
Lecture Notes in Artificial Intelligence, LNAI 3339, Springe-Verlag, pp.
873–885, 2004. Early Draft Download citations
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A. Yang, H.A. Abbass and R. Sarker Landscape Dynamics in Multi-agent Simulation
Combat Systems”, The 17th Australian Joint Conference on Artificial
Intelligence, Lecture Notes in Artificial Intelligence, LNAI 3339, Springer-Verlag,
39-50, 2004. Early Draft Download citations
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H.A. Abbass Pareto Neuro-Ensemble. The 16th Australian Joint Conference on
Artificial Intelligence (AI'03), Perth, Lecture Notes in Artificial Intelligence
LNAI 2903, Springer-Verlag, 554-566, 2003. Early Draft Download High citations
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J. Teo and H.A. Abbass Software Verification of Redundancy in Neuro-Evolutionary
Robotics. The 16th Australian Joint Conference on Artificial Intelligence
(AI'03), Lecture Notes in Artificial Intelligence LNAI 2903, Springer-Verlag,
302-314, 2003. Early Draft Download
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H.A. Abbass and K. Deb “Searching under multi-evolutionary pressures”. In
Proceedings of the 2003 Evolutionary Multiobjective Optimization Conference
(EMO03), Faro, Lecture Notes in Computer Science LNCS2632, Springer-Verlag,
391-404, 2003. Early Draft Download citations
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J. Teo, M.H. Nguyen and H.A. Abbass. “Multi-Objectivity as a Tool for
Constructing Hierarchical Complexity “, The Proceedings of the Genetic and
Evolutionary Computation Conference (GECCO-2003), Chicago, Lecture Notes in
Computer Science LNCS2724, Springer-Verlag, 483-494, July, 2003. Early Draft Download citations
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J. Teo and H.A. Abbass “Is a Self-Adaptive Pareto Approach Beneficial for
Controlling Embodied Virtual Robots?”, The Proceedings of the Genetic and
Evolutionary Computation Conference (GECCO-2003), Chicago, Lecture Notes in
Computer Science LNCS2723, Springer-Verlag, 1612-1613, July, 2003. Early Draft Download
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N.X. Hoai, R.I. McKay, and H.A. Abbass “Bias in Tree Adjoining Grammars”. In
Proceedings of the European Conference on Genetic Programming (EUROGP), Essex,
Lecture Notes in Computer Science LNCS2610, Springer-Verlag, 335-344, January,
2003. Early Draft Download
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H.A. Abbass “A Memetic Pareto Evolutionary Approach to Artificial Neural
Networks”, The Australian Joint Conference on Artificial Intelligence, Adelaide,
Lecture Notes in Artificial Intelligence LNAI 2256, Springer-Verlag, 1-12,
December, 2001. Early Draft Download High citations
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P.E. Macrossan, H.A. Abbass, K. Mengersen, M. Towsey and G. Finn “Bayesian
neural network learning for prediction in the Australian dairy industry”,
Intelligent Data Analysis, Amsterdam, Lecture Notes in Computer Science
LNCS1642, Springer-Verlag, 395-406, August, 1999. Early Draft Download
IEEE Proceedings
- Bui L.T., Wesolkowski S., Bender A., Abbass H.A. and Barlow M. (2009). A Dominance-based Stability Measure for Multi-Objective Evolutionary Algorithms, IEEE Congress on Evolutionary Computation (CEC), Norway. Early Draft Download
- Bui V.Q., Bui L.T., Abbass H.A., Bender A. and Ray P. (2009). On the Role of Information Networks in Logistics: An Evolutionary Approach with Military Scenarios, IEEE Congress on Evolutionary Computation (CEC), Norway. Early Draft Download
- Alam S., Tang J., Abbass H.A. and Lokan C.J. (2009) The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies, IEEE Congress on Evolutionary Computation (CEC), Norway. Early Draft Download
- Chen K.Y., Lindsay P.A., Robinson P.J. and Abbass H.A. (2009). A Hierarchical Conflict Resolution Method for Multi-Agent Path Planning, IEEE Congress on Evolutionary Computation (CEC), Norway, 2009. Early Draft Download
- Bui L.T., Whitacre J. and Abbass H.A. (2008) Performance Analysis of Elitism in Multi-objective Ant Colony Optimization Algorithms, IEEE Congress on Evolutionary Computation (CEC), Hong Kong, 1633-1640. Early Draft Download
- Soliman O.S., Bui L. and Abbass H.A., (2007) The Effect of a Stochastic Step Length on the Performance of the Differential Evolution Algorithm, IEEE Congress on Evolutionary Computation (CEC), Singapore, pp 2850-2857. Early Draft Download
- Shafi K., Abbass H. and Zhu W. (2007) Real Time Signature Extraction During Adaptive Rule Discovery Using UCS, IEEE Congress on Evolutionary Computation (CEC), Singapore, pp 2509-2516. Early Draft Download
- Ghoneim A., Abbass H.A. and Barlow M. (2007) The Critical Point When Prisoners Meet the Minority: Local and Global Dynamics in Mixed Evolutionary Games, IEEE Congress on Evolutionary Computation (CEC), Singapore, pp 3711-3718. Early Draft Download
- Ghoneim A., Abbass H.A. and Barlow M. (2007) Investigating Alliance Dynamics Using a Co-evolutionary Iterated Prisoner's Dilemma with an Exit Option, IEEE Congress on Evolutionary Computation (CEC), Singapore, pp 4065-4072. Early Draft Download
- Greenwood G. and Abbass H.A. (2007) A New Local Search Algorithm for Continuous Spaces Based on Army Ant Swarm Raids, IEEE Congress on Evolutionary Computation (CEC), Singapore, pp 1097-1102. Early Draft Download
- Ghoneim A., Abbass H.A. and Barlow M. (2007) Information Sharing in the Iterated Prisoner Dilemma Game, IEEE Symposium on Computational Intelligence in Games (CIG), Honolulu, 1-4 April. Early Draft Download
- Chen K.Y., Dam H., Lindsay P. and Abbass H.A. (2007) Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment, IEEE Symposium on Artificial Life (IEEE-ALife), Honolulu, 1-4 April. Early Draft Download
- Ziauddin U., Sarker R. and Abbass H.A. (2007) Improving the Performance of GA in CVRP using Self Imposed Constraints, IEEE Symposium on Computational Intelligence in Scheduling (CIS), Honolulu, 1-4 April. Early Draft Download
- Barlow M., Yang A. and Abbass H.A. (2007) A Temporal Risk Assessment Framework for Planning A Future Force Structure, IEEE Symposium on Computational Intelligence in Defence and Security Applications (CIDSA), Honolulu, 1-4 April. Early Draft Download
- C.K.Goh, H.Y.Quek, K.C.Tan, and H.A. Abbass (2006) Modeling Civil Violence: An
Evolutionary Multi-Agent, Game Theoretic Approach, The IEEE Congress on
Evolutionary Computation (CEC2006), Vancouver, BC, Canada, IEEE-Press,
1624-1631. Early Draft Download
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L.T. Bui, B. Juergen and H.A. Abbass (2005) Multiobjective optimization for
dynamic environments. The IEEE Congress on Evolutionary Computation (CEC),
Edinburgh, UK, 2005, Vol. 3, 2349- 2356. Early Draft Download
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H. Dam, H.A. Abbass, and C. Lokan (2005) The Performance of the DXCS System on
Continuous-Valued Inputs in Stationary and Dynamic Environments. The IEEE
Congress on Evolutionary Computation (CEC), Edinburgh, UK, 2005, Vol.1, 618-
625. Early Draft Download
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Y. Shan, R.I. McKay, R. Baxter, H.A. Abbass, D.L. Essam, and H X. Nguyen Grammar
Model-based Program Evolution, Proceedings of the Congress on Evolutionary
Computation, Portland, Oregon, June, 2004. Early Draft Download
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H.A. Abbass. Pareto Neuro-Evolution: Constructing Ensemble of Neural Networks
Using Multi-objective Optimization. The IEEE Congress on Evolutionary
Computation (CEC2003), IEEE-Press, Vol. 3, pages 2074-2080, Australia, 2003. Early Draft Download High citations
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H.A. Abbass, A.M. Bagirov, and J. Zhang. The Discrete Gradient Evolutionary
Strategy Method for Global Optimization. The IEEE Congress on Evolutionary
Computation (CEC2003), IEEE-Press, Vol. 1, pages 435-442, Australia, 2003. Early Draft Download
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J. Teo and H.A. Abbass. Elucidating the Benefits of a Self-Adaptive Pareto EMO
Approach for Evolving Legged Locomotion in Artificial Creatures. The IEEE
Congress on Evolutionary Computation (CEC2003), IEEE-Press, Vol. 2, pages
755-762, Australia, 2003. Early Draft Download
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Y. Shan, R.I. McKay, H.A. Abbass, and D. Essam. Program Evolution with Explicit
Learning. The IEEE Congress on Evolutionary Computation (CEC2003), IEEE-Press,
Vol. 3, pages 1639-1646, Australia, 2003. Early Draft Download
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B. Liu, R.I. McKay, and H.A. Abbass. Improving Genetic Classifiers with a
Boosting Algorithm. The IEEE Congress on Evolutionary Computation (CEC2003),
IEEE-Press, Vol. 4, pages 2596-2602, Australia, 2003. Early Draft Download
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B. Liu, H.A. Abbass, B. McKay. “Classification Rule Discovery with Ant Colony
Optimization” The IEEE/WIC International Conference on Intelligent Agent
Technology (IAT 2003), Halifax, Canada, 2003. Early Draft Download
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H.A. Abbass “Self-adaptive Pareto Differential Evolution”, The IEEE Congress on
Evolutionary Computation (CEC2002), 2002.
Early Draft Download High citations
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H.A. Abbass, N.X. Hoai, and R.I. McKay “AntTAG: A new method to compose computer
programs using colonies of ants”, The IEEE Congress on Evolutionary Computation
(CEC2002), 2002. Early Draft Download citations
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H.A. Abbass “Marriage in Honey Bees Optimisation: A Haplometrosis Polygynous
Swarming Approach”, The IEEE Congress on Evolutionary Computation (CEC2001),
Seoul, Korea, 2001. Early Draft Download high citations
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H.A. Abbass, R. Sarkar, and C. Newton “PDE A pareto differential evolution approach
to vector optimisation problems”, The IEEE Congress on Evolutionary Computation
(CEC2001), Seoul, Korea, 2001. Early Draft Download High citations
ACM Proceedings
- H.A. Abbass, A. Bender, H. Dam, S. Baker, J. Whitacre and R. Sarker (2008), Computational Scenario-based Capability Planning, Genetic and Evolutionary Computation
Conference, Atlanta, Georgia, ACM Press, 1437-1444. Early Draft Download
- J. Whitacre, H.A. Abbass, R. Sarker, A. Bender and S. Baker (2008) Strategic Positioning in Tactical Scenario Planning, Genetic and Evolutionary Computation
Conference, Atlanta, Georgia, ACM Press, 1081-1088. Early Draft Download
- Bui L.T., Abbass H.A., and Essam D. (2005) Fitness inheritance for noisy
evolutionary multi-objective optimization. Genetic and Evolutionary Computation
Conference, Washington D.C., ACM Press. Early Draft Download citations
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Bui L.T., Branke J., and Abbass H.A. (2005) Diversity as a selection pressure in
dynamic environments. Genetic and Evolutionary Computation Conference,
Washington D.C., ACM Press. Early Draft Download citations
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Dam H., Abbass H.A., and Lokan C. (2005) DXCS: an XCS system for distributed
data mining. Genetic and Evolutionary Computation Conference, Washington D.C.,
ACM Press. Early Draft Download citations
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McPartland M., Nolfi S., and Abbass H.A. (2005) Emergence of Communication in
Competitive Multi-Agent Systems: A Pareto multi-objective approach. Genetic and
Evolutionary Computation Conference, Washington D.C., ACM Press. Early Draft Download
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Sastry K., Abbass H.A., Goldberg D., and Johnson D.D. (2005) Sub-structural
niching in estimation distribution algorithms. Genetic and Evolutionary
Computation Conference, Washington D.C., ACM Press. Early Draft Download citations
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B.B. Wang, R I. McKay, H.A. Abbass and M. Barlow. “A Comparative Study for
Domain Ontology Guided Feature Extraction”. In Proceedings of the Australian
Computer Society Conference, 2003, Australia. Early Draft Download citations
Other Refereed Conferences
- J. Tang, S. Alam, H.A. Abbass, C. Lokan (2009) Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations. GEC Summit 2009: 977-984. Early Draft Download
- J. Whitacre, A. Bender, S. Baker, Q. Fan, R. Sarker and H.A. Abbass (2008). Topology and Time Criticality Effects in Modularised Fleet Problems, SimTecT'08. Early Draft Download
- Abbass H.A., Baker S., Bender A. and Sarker R. (2007) Anticipating Future Army Supply Chain Fleet Capabilities, SimTecT. Early Draft Download
- Alam S., Nguyen M.H., Abbass H.A. and Barlow M. (2007) The Architecture Design and Validation of the Air Traffic Operations and Management Simulator (ATOMS), SimTecT. Early Draft Download
- Petraki E., Bo Z., and Abbass H.A. (2006) Mitigating the threat of
counterfeiting to international security through public awareness, The Security
Technology Conference, the 5th Homeland Security Summit, Canberra, Australia,
190-207. Early Draft Download
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Shafi K., Abbass H.A., and Zhu W. (2006) An Adaptive Rule-based Intrusion
Detection Architecture, The Security Technology Conference, the 5th Homeland
Security Summit, Canberra, Australia, 345-355. Early Draft Download
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H.A. Abbass, S. Baker, A. Bender, and R. Sarker (2006) Identifying the fleet mix
in a military setting, The Second International Intelligent Logistics Systems
Conference, 22 - 23 February 2006, Brisbane, Queensland. Early Draft Download
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R. Sarker, G. Freeman, S. Kara, B. Kayis, T. Ray and H. Abbass (2006) A
Multi-agent Approach for Analyzing Material Flow in a Manufacturing Supply
Chain, The Second International Intelligent Logistics Systems Conference, 22 -
23 February 2006, Brisbane, Queensland. Early Draft Download
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R. Sarker, S. Kara, G. Freeman, B. Kayis, T. Ray and H. Abbass (2005) A
Multi-agent Simulation Study for Supply Chain Operation, International
Conference on Computational Intelligence for Modelling, Control and Automation
(CIMCA2005), 28 - 30 November 2005, Vienna, Austria. Early Draft Download
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Abbass H.A., Barlow M., Essam D., and Yubin Y. (2005) Connecting the dots to
disconnect them: A study into network evolution and dynamics for analyzing
terrorist networks, The International Society for Optical Engineering (SPIE),
Microelectronics, MEMS, and Nanotechnology Symposium, Complex Systems
Conference, Brisbane, Qld, 2005. Early Draft Download
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Yang A., Abbass H.A., and Sarker R. (2005) Risk Assessment of Capability
Requirements Using WISDOM-II, The International Society for Optical Engineering
(SPIE), Microelectronics, MEMS, and Nanotechnology Symposium, Complex Systems
Conference, Brisbane, Qld, 2005. Early Draft Download
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Alam S., Abbass H.A., Barlow M. and Lindsay P.
(2005) Mapping Lessons from Ants to Free Flight: An Ant-based Weather Avoidance
Algorithm in Free Flight Airspace, The International Society for Optical
Engineering (SPIE), Microelectronics, MEMS, and Nanotechnology Symposium,
Complex Systems Conference, Brisbane, Qld, 2005. Early Draft Download citations
- Alam S., McPartland M., Barlow M., Lindsay P.,
and Abbass H.A. (2005) Neural Evolution for Collision Detection & Resolution in
a 2D Free Flight Environment, in Advances in Artificial Life, Abbass H.A.,
Bossamier T., and Wiles J. (Eds), World Scientific Publisher, pp. 13-28. Early Draft Download
- Bui L.T., Abbass H.A., and Essam D. (2005)
Cooperative Coevolution of Genotype-Phenotype Mappings to Solve Epistatic
Optimization Problems, in Advances in Artificial Life, Abbass H.A., Bossamier
T., and Wiles J. (Eds), World Scientific Publisher, pp. 29-42. Early Draft Download
- Yang A., Abbass H.A., Barlow M., Sarker R., and Curtis N. (2005) Evolving
capability requirements in WISDOM-II, in Advances in Artificial Life, Abbass H.A.,
Bossamier T., and Wiles J. (Eds), World Scientific Publisher, pp. 335-348. Early Draft Download
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Bui L.T., Essam D., Abbass H.A., Green D. (2004) Performance analysis of
evolutionary multi-objective optimization algorithms in noisy environments, Asia
Pacific Symposium on Intelligent and Evolutionary Systems, pp. 29-39. Early Draft Download citations
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Jiang Q., Sarker R., and Abbass H.A. (2004) Tracking moving targets and The
non-stationary travelling salesman problem, Asia Pacific Symposium on
Intelligent and Evolutionary Systems, pp. 171-179. Early Draft Download
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Shan Y, McKay R I, Abbass H. A. and Essam D L (2004) “Program Distribution
Estimation with Grammar Models”, Asia Pacific Symposium on Intelligent and
Evolutionary Systems, pp. 191-205. Early Draft Download
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Abbass H.A. (2004) Learning Regularities and Patterns using Probabilistic Finite
State Machines, Asia-Pacific Conference on Complex Systems (Complex’04). Early Draft Download
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Watson J., Abbass H.A., Lokan C., and Lindsay P. (2004) Software engineering for
artificial life, complex systems, and agent-based distillation, Asian-Pacific
Conference on Complex Systems (Complex2004). Early Draft Download
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Hoai N X, McKay R I, Essam D L and Abbass H. A. (2004) Genetic Transposition in
Tree-Adjoining Grammar Guided Genetic Programming: The Relocation Operator,
Proceedings, Asia-Pacific Conference on Simulated Evolution and Learning, Busan,
Korea, October. Early Draft Download
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R. Sarker and H.A. Abbass Identification of Future ADF Vehicles and Trailer
Fleets for project Overlander, Proceedings of the 2002 Mathematics-in-Industry
Study Group, UniSA, Adelaide, Australia, pp. 35-52, 2003. Early Draft Download
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D. Essam and H.A. Abbass. Artificial Life Models for Security and Safety. The
First Australian Conference on Artificial Life (ACAL2003), Canberra, ACT,
Australia, pages 73-85, December 2003. Early Draft Download
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J. Teo and H.A. Abbass. Neuro-Morpho Evolution: What Will Happen If Our Body Is
Not Symmetric? The First Australian Conference on Artificial Life (ACAL2003),
Canberra, ACT, Australia, pages, 261-275, December 2003. Early Draft Download
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J. Teo and H.A. Abbass “Multi-objectivity for brain-behavior evolution of
a physically-embodied organism”. In Standish, R., Bedau, M., and Abbass, H.,
editors, Artificial Life VIII: The 8th International Conference on Artificial
Life, pages 312– 318, Cambridge, MA. MIT Press, 2002. Early Draft Download citations
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J. Teo and H.A. Abbass “Coordination and synchronization of locomotion in a
virtual robot”. In Wang, L., Rajapakse, J., Fukushima, K., Lee, S., and Yao, X.,
editors, Proceedings of the 9th International Conference on Neural Information
Processing (ICONIP’02), volume 4, pages 1931–1935, 2002. Early Draft Download
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J. Teo and H.A. Abbass “Trading-off mind complexity and locomotion in a
physically simulated quadruped”. In Wang, L., Tan, K., Furuhashi, T., Kim, J.,
and Yao, X., editors, Proceedings of the 4th Asia-Pacific Conference on
Simulated Evolution And Learning (SEAL’02), volume 2, pages 776–780, 2002. Early Draft Download citations
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B.B. Wang, R I. McKay, H.A. Abbass and M. Barlow. “Learning Text Classifier
using the Domain Concept Hierarchy”. In Proceedings of International Conference
on Communications, Circuits and Systems, China, 2002. Early Draft Download
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P.E. Macrossan, B.P. Kinghorn, and H.A. Abbass “The prediction of true GTPI for
cost-effective DNA testing”, 7th World Congress on Genetics Applied to Livestock
Production, France, 2002. Early Draft Download
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H.A. Abbass and R. Sarker, “Simultaneous Evolution of Architectures and
Connection Weights in ANNs”, The Artificial Neural Networks and Expert Systems
Conference (ANNES2001), Dunedin, New Zealand, pp 16-21, Nov. 2001. Early Draft Download
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P.E. Macrossan, B.P. Kinghorn, and H.A. Abbass “A model for Cost Effective DNA
Testing”, The Artificial Neural Networks and Expert Systems Conference
(ANNES2001), Dunedin, New Zealand, pp 163-168, Nov. 2001. Early Draft Download
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R.I. McKay and H.A. Abbass “Analyzing Anti-correlation in Ensemble Learning”,
The Artificial Neural Networks and Expert Systems Conference (ANNES2001),
Dunedin, New Zealand, pp 22-27, Nov. 2001. Early Draft Download citations
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H.A. Abbass “A Single Queen Single Worker Honey Bees Approach to 3-SAT”, The
Genetic and Evolutionary Computation Conference, GECCO2001, San Francisco, USA,
2001. Early Draft Download citations
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H.A. Abbass, “A Monogenous MBO Approach to Satisfiability”, the International
Conference on Computational Intelligence for Modelling, Control and Automation
CIMCA'2001, Los Vegas, USA, 2001. Early Draft Download citations
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R. Sarkar, H.A. Abbass and C. Newton “Solving Multiobjective Optimization
Problems Using Evolutionary Algorithms”, the International Conference on
Computational Intelligence for Modelling, Control and Automation CIMCA'2001, Los
Vegas, USA, 2001. Early Draft Download citations
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H.A. Abbass, W. Bligh , M. Towsey, G. Finn and M. Tierney “Knowledge discovery
in a dairy cattle database: (Automated knowledge acquisition)”, Proceedings of
the Fifth International Conference of The International Society for Decision
Support Systems (ISDS'99), Melbourne, Australia, July, 1999. Early Draft Download
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H.A. Abbass, G. Wiggen, R. Lakshmanan and B. Morton “Constraint Programming for
Process Synthesis”, The first international conference on the Practical
Application of Constraint Technologies and Logic Programming (PACLP99), London,
UK, April, 1999. Early Draft Download
- Abbass H.A., Towsey M. and Finn G. OR and data mining for intelligent decision support in the Australian dairy industry's breeding program. Proceedings of New Research in OR, ASOR, Brisbane, pages 1-23, 1998. Early Draft Download
- M.H. Rasmy, R.M.R. Bahgat, and H.A. Abbass “From constraint logic programming (CLP)
to decision making logic programming (DMLP)”. The First European Conference in
Intelligent Management Systems in Operations, Salford University, UK, 1997. Early Draft Download
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H.A. Abbass, R.M.R. Bahgat and M.H. Rasmy “The front-end of an intelligent goal
programming system”, 6th. International conference on computer theory and
applications, Alex., Egypt, Sept. 1996. Early Draft Download
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H.A. Abbass, R.M.R. Bahgat and M.H. Rasmy “Evaluation of constraint logic
programming from an operations research point of view”. The 3rd International
conference on artificial intelligence, American University in Cairo, Egypt,
1995. Early Draft Download
Refereed Workshops
- S. Alam, K. Shafi, H.A. Abbass, and M. Barlow (2007) Evolving Air Traffic Scenarios for the Evaluation of Conflict Detection Models, 6th Eurocontrol Innovative Research Workshop, Eurocontrol Experimental Research Centre, France, Dec 4-6, 2007. Early Draft Download
- M.H. Ngugen, S. Alam, and H.A. Abbass (2007) Dynamic Weather Avoidance in a Traffic Constrained Airspace, 6th Eurocontrol Innovation Research Workshop and Conference, Eurocontrol Experiment Research Center, Paris, France, Dec 4-6, 2007. Early Draft Download
- Dam H., Abbass H.A., and Lokan C. (2005) Be Real! XCS with Continuous-Valued
Inputs. The Eighth International Workshop on Learning Classifier Systems
(IWLCS-2005), Washington D.C., ACM Press, 2005. Early Draft Download citations
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Yang A., Abbass H.A. and Sarker R. (2005) Evolving Agents for Network Centric
Warfare. Second Workshop on Military and Security Applications of Evolutionary
Computation, Washington D.C., ACM Press, 2005. Early Draft Download
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M. Barlow, J. Galloway, and H.A. Abbass “Mining Evolution Through Visualization
“. Beyond Fitness: Visualising Evolution, a Workshop at the 8th International
Conference on the Simulation and Synthesis of Living Systems (ALife 8), Sydney,
Australia, December, 2002. Early Draft Download citations
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J. Teo and H.A. Abbass “Search Space Difficulty of Evolutionary Neuro-Controlled
Legged Robots” The 6th Australasia-Japan Joint Workshop on Intelligent and
Evolutionary Systems (AJWIS2002), Canberra, Australia, 2002. Early Draft Download
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B. Liu, H. Abbass and R.I. Mckay “Density-Based Heuristic for Rule Discovery
with Ant-Miner” The 6th Australasia-Japan Joint Workshop on Intelligent and
Evolutionary Systems (AJWIS2002), Canberra, Australia, 2002. Early Draft Download citations
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Y. Shan, H. Abbass, R.I. McKay and D. Essam “AntTAG: a further study” The 6th
Australasia-Japan Joint Workshop on Intelligent and Evolutionary Systems
(AJWIS2002), Canberra, Australia, 2002. Early Draft Download
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H.A. Abbass and J. Teo “A True Annealing Approach to the Marriage in Honey-Bees
Optimization Algorithm”, The Inaugural workshop on Artificial Life, AL'01,
Adelaide, Dec. 2001. Early Draft Download citations
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R. Sarker, H.A. Abbass and S. Karim, “An Evolutionary Algorithm for Constrained
Multiobjective Optimization Problems”, The 5th Australasia-Japan Joint Workshop
on Intelligent and Evolutionary Systems (AJWIS2001), Dunedin, New Zealand, Nov.
2001. Early Draft Download citations
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R.I. McKay and H.A. Abbass “Anti-correlation Measures in Genetic Programming”,
The 5th Australasia-Japan Joint Workshop on Intelligent and Evolutionary Systems
(AJWIS2001), Dunedin, New Zealand, Nov. 2001. Early Draft Download citations
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N.X. Hoai and H.A. Abbass “An Evolutionary Algorithm For Changing Environments”
In Computer Science Monograph 1: Proceedings of the Post-graduate Conference on
Computer Science, ISBN 0-7317-0507-6, 23-30, July 2001. Early Draft Download
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L.R. Jones and H.A. Abbass “Evolving Colony of Ants for the Traveling Salesman
Problem” In Computer Science Monograph 1: Proceedings of the Post-graduate
Conference on Computer Science, ISBN 0-7317-0507-6, 47-54, July 2001. Early Draft Download
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S.J. Monypenny, H.A. Abbass and C. Newton “A Bayesian update to Ant Colony
Optimisation for the Traveling Salesman Problem” In Computer Science Monograph
1: Proceedings of the Post-graduate Conference on Computer Science, ISBN
0-7317-0507-6, 55-62, July 2001. Early Draft Download
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J. Teo and H.A. Abbass “An Annealing Approach to the Mating-Flight Trajectories
in the Marriage in Honey Bees Optimization Algorithm” In Computer Science
Monograph 1: Proceedings of the Post-graduate Conference on Computer Science,
ISBN 0-7317-0507-6, 39-46, July 2001. Early Draft Download
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H.A. Abbass, C. Newton, H. Barkley, A.C. Fidge, A.B. Laurilla, A.R. Perry and
P.B. Spencer, “Asexuality is sufficient for the traveling salesman”, the 4th
Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Tokyo,
Japan, 31 Oct - 2 Nov, 2000. Early Draft Download
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H.A. Abbass, M. Towsey, E. Kozan and J. van der Werf, J. “Why do we need to kill
all the ants? An evolutionary approach to ant colony optimisation for large
scale dynamic allocation”, the 4th Japan-Australia Joint Workshop on Intelligent
and Evolutionary Systems, Tokyo, Japan, 31 Oct - 2 Nov, 2000. Early Draft Download
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P. Darbyshire, H.A. Abbass, M. Barlow and B. Mckay “A prototype design for
studying emergent battlefield behaviour through multi-agent simulation”, the 4th
Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Tokyo,
Japan, 31 Oct - 2 Nov, 2000. Early Draft Download
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H.A. Abbass, M. Towsey and G. Finn “An intelligent decision support system for
dairy cattle mate-allocation”, The Australian workshop for intelligent decision
support and knowledge management (AWIDS'98), Sydney, Australia, 1998. Early Draft Download
Books
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H.A. Abbass (2002) “Computational Intelligence Techniques for Decision Making:
with Applications to the Dairy Industry”, ISBN 3-89825-408-9, dissertation.de
Verlag publishing, Germany.
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H.A. Abbass (2002) “An Intelligent Tool for Process Synthesis”, ISBN
3-89825-409-7, dissertation.de Verlag publishing, Germany.
Edited Books & Proceedings
- Tzai-Der Wang, Xiaodong Li, Shu-Heng Chen, Xufa Wang, Hussein A. Abbass, Hitoshi Iba, Guoliang Chen, Xin Yao, “6th International Conference on Simulated Evolution and Learning”, Lecture Notes in Computer Science 4247 Springer 2006.
- Abbass, H. A., Bossomaier, T., & Wiles, T. (Eds.) (2005). Advances in Natural Computation (Vol.3). River Edge, NJ: World Scientific Publishing Co.
- Ruhul Sarker, Robert Reynolds, Hussein Abbass, Kay-Chen Tan, Robert McKay,
Daryl Essam, and Tom Gedeon (Eds), “Proceedings of the Congress on Evolutionary
Computation”, IEEE-Press, ISBN 0-7803-7804-0, 2003
- Hussein Abbass and Janet Wiles (Eds), “Proceedings of the Australian
Conference on Artificial Life”, ISBN 0-9751528-0-7, 2003
- Russell Standish, Mark Bedau and Hussein Abbass (Eds), “The 8th International
Conference on the Simulation and Synthesis of Living Systems”, MIT-Press (USA),
2002.
- H.A. Abbass, R. Sarker and C. Newton (Eds) (2002) “Data Mining: A Heuristic
Approach”, Idea Group Publishing (USA).
- R. Sarker, H.A. Abbass and C. Newton (Eds) (2002) “Heuristics and
Optimisation for Knowledge Discovery”, Idea Group Publishing (USA).
- Eleonora Bilotta, Dominique Gross, Tom Smith, Tom Lenaerts, Seth Bullock,
Henrik Hautop Lund, Jon Bird, Richard Watson, Pietro Pantano, Luigi Pagliarini,
Hussein Abbass, Russell Standish and Mark Bedau (Eds), “Workshop Proceedings of
the 8th International Conference on the Simulation and Synthesis of Living
Systems”, UNSW, ISBN 0 7317 0509 2, December, 2002.
- H.A. Abbass and M. Barlow (Eds) “Computer Science Monograph 1: Proceedings of
the Post-graduate Conference on Computer Science”, ADFA-Printing, ISBN
0-7317-0507-6, July 2001.
- H.A. Abbass (Eds) “Short Lectures in Data Mining and Heuristics”,
ADFA-Printing, ISBN 0-7317-0506-8, November, 2000.
- H.A. Abbass and M. Towsey (Eds) “The applications of Artificial Intelligence,
Optimisation, and Bayesian Methods to Agriculture”. QUT-Printing, ISBN
1-86435-463-1, 1999.
Other Publications
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H.A. Abbass, M. Towsey, and G. Finn “A Meta-Representation for Integrating OR
and AI in an Intelligent Decision Support Paradigm”. The 15th National
Conference of the Australian Society for Operations Research, Gold Coast,
Australia, July, 1999.
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H.A. Abbass, M. Towsey, and G. Finn “C-Net: generating multivariate decision
trees from artificial neural networks using C5”, Technical Report FIT-TR-99-04.
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H.A. Abbass, M. Towsey, and G. Finn “A stochastic multi-objective dynamic
programming model for multiple generation mate-allocation problems “, Technical
Report FIT-TR-99-02.
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H.A. Abbass, P. Macrossan, M. Towsey, K. Mengersen, and G. Finn “Knowledge
Discovery in a Dairy Database: Mining for predictive models”, Technical Report
FIT-TR-99-01.
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H.A. Abbass “A quadratic optimiser in a constraint logic programming paradigm”.
The workshop of constraint, 11th Australia Joint Conference in Artificial
Intelligence, Australia, 1998. Early Draft Download
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H.A. Abbass, M. Towsey, and G. Finn “OR and Data Mining for Intelligent Decision
Support System in the Australian Dairy Industry's Breeding Program”, New
Research in Operations Research Conference, Brisbane, 1998.
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H.A. Abbass “Egyptian's State Budget - Evaluation of monetary and fiscal
policies”, working paper, Faculty of Economics, Cairo Univ., 1996.
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H.A. Abbass “Shadow prices and expert systems, (New interpretation and
integration)”, working paper, Institute of Statistical Studies and Research (ISSR),
Computer and Information Sciences' Dept., Cairo University, 1993.
Last update: August 10, 2009 02:01:05 PM
ALAR: Artificial Life and Adaptive Robotics Lab