| 2008 |
|---|
| 75 | EE | Xiaodong Li,
Michael Kirley,
Mengjie Zhang,
David G. Green,
Victor Ciesielski,
Hussein A. Abbass,
Zbigniew Michalewicz,
Tim Hendtlass,
Kalyanmoy Deb,
Kay Chen Tan,
Jürgen Branke,
Yuhui Shi:
Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings
Springer 2008 |
| 74 | EE | James M. Whitacre,
Hussein A. Abbass,
Ruhul A. Sarker,
Axel Bender,
Stephen Baker:
Strategic positioning in tactical scenario planning.
GECCO 2008: 1081-1088 |
| 73 | EE | Hussein A. Abbass,
Axel Bender,
Hai Huong Dam,
Stephen Baker,
James M. Whitacre,
Ruhul A. Sarker:
Computational scenario-based capability planning.
GECCO 2008: 1437-1444 |
| 72 | EE | Lam Thu Bui,
James M. Whitacre,
Hussein A. Abbass:
Performance analysis of elitism in multi-objective ant colony optimization algorithms.
IEEE Congress on Evolutionary Computation 2008: 1633-1640 |
| 71 | EE | Bruno H. G. Barbosa,
Lam Thu Bui,
Hussein A. Abbass,
Luis A. Aguirre,
Antônio P. Braga:
Evolving an Ensemble of Neural Networks Using Artificial Immune Systems.
SEAL 2008: 121-130 |
| 70 | EE | Hai Huong Dam,
Pornthep Rojanavasu,
Hussein A. Abbass,
Chris Lokan:
Distributed Learning Classifier Systems.
Learning Classifier Systems in Data Mining 2008: 69-91 |
| 69 | EE | Hai Huong Dam,
Hussein A. Abbass,
Chris Lokan,
Xin Yao:
Neural-Based Learning Classifier Systems.
IEEE Trans. Knowl. Data Eng. 20(1): 26-39 (2008) |
| 68 | EE | Sameer Alam,
Hussein A. Abbass,
Michael Barlow:
ATOMS: Air Traffic Operations and Management Simulator.
IEEE Transactions on Intelligent Transportation Systems 9(2): 209-225 (2008) |
| 67 | EE | Ayman Ghoneim,
Hussein A. Abbass,
Michael Barlow:
Characterizing Game Dynamics in Two-Player Strategy Games Using Network Motifs.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(3): 682-690 (2008) |
| 66 | EE | Minh Ha Nguyen,
Hussein A. Abbass,
Robert I. McKay:
Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(1): 100-109 (2008) |
| 65 | EE | Lam Thu Bui,
Kalyanmoy Deb,
Hussein A. Abbass,
Daryl Essam:
Interleaving Guidance in Evolutionary Multi-Objective Optimization.
J. Comput. Sci. Technol. 23(1): 44-63 (2008) |
| 2007 |
|---|
| 64 | | Marcus Randall,
Hussein A. Abbass,
Janet Wiles:
Progress in Artificial Life, Third Australian Conference, ACAL 2007, Gold Coast, Australia, December 4-6, 2007, Proceedings
Springer 2007 |
| 63 | EE | Lam Thu Bui,
Omar S. Soliman,
Hussein A. Abbass:
A Modified Strategy for the Constriction Factor in Particle Swarm Optimization.
ACAL 2007: 333-344 |
| 62 | EE | Sameer Alam,
Minh Ha Nguyen,
Hussein A. Abbass,
Michael Barlow:
Ants Guide Future Pilots.
ACAL 2007: 36-48 |
| 61 | EE | Ayman Ghoneim,
Michael Barlow,
Hussein A. Abbass:
Rounds Effect in Evolutionary Games.
ACAL 2007: 72-83 |
| 60 | EE | Garrison W. Greenwood,
Hussein A. Abbass:
A new local search algorithm for continuous spaces based on army ant swarm raids.
IEEE Congress on Evolutionary Computation 2007: 1097-1102 |
| 59 | EE | Kamran Shafi,
Hussein A. Abbass,
Weiping Zhu:
Real time signature extraction from a supervised classifier system.
IEEE Congress on Evolutionary Computation 2007: 2509-2516 |
| 58 | EE | Omar S. Soliman,
Lam Thu Bui,
Hussein A. Abbass:
The effect of a stochastic step length on the performance of the differential evolution algorithm.
IEEE Congress on Evolutionary Computation 2007: 2850-2857 |
| 57 | EE | Ayman Ghoneim,
Hussein A. Abbass,
Michael Barlow:
The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games.
IEEE Congress on Evolutionary Computation 2007: 3711-3718 |
| 56 | EE | Ayman Ghoneim,
Hussein A. Abbass,
Michael Barlow:
Investigating alliance dynamics using a co-evolutionary iterated prisoner's dilemma with an exit option.
IEEE Congress on Evolutionary Computation 2007: 4065-4072 |
| 55 | EE | Hai Huong Dam,
Chris Lokan,
Hussein A. Abbass:
Evolutionary Online Data Mining: An Investigation in a Dynamic Environment.
Evolutionary Computation in Dynamic and Uncertain Environments 2007: 153-178 |
| 54 | EE | Stephen Baker,
Axel Bender,
Hussein A. Abbass,
Ruhul A. Sarker:
A Scenario-based Evolutionary Scheduling Approach for Assessing Future Supply Chain Fleet Capabilities.
Evolutionary Scheduling 2007: 485-511 |
| 2006 |
|---|
| 53 | | Tzai-Der Wang,
Xiaodong Li,
Shu-Heng Chen,
Xufa Wang,
Hussein A. Abbass,
Hitoshi Iba,
Guoliang Chen,
Xin Yao:
Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings
Springer 2006 |
| 52 | EE | Lam Thu Bui,
Kalyanmoy Deb,
Hussein A. Abbass,
Daryl Essam:
Dual Guidance in Evolutionary Multi-objective Optimization by Localization.
SEAL 2006: 384-391 |
| 51 | EE | Kamran Shafi,
Hussein A. Abbass,
Weiping Zhu:
The Role of Early Stopping and Population Size in XCS for Intrusion Detection.
SEAL 2006: 50-57 |
| 50 | EE | Sameer Alam,
Lam Thu Bui,
Hussein A. Abbass,
Michael Barlow:
Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards.
SEAL 2006: 829-836 |
| 49 | EE | Ang Yang,
Hussein A. Abbass,
Ruhul A. Sarker:
Land Combat Scenario Planning: A Multiobjective Approach.
SEAL 2006: 837-844 |
| 48 | EE | Hussein A. Abbass:
Pareto-Optimal Approaches to Neuro-Ensemble Learning.
Multi-Objective Machine Learning 2006: 407-427 |
| 47 | EE | Yin Shan,
Robert I. McKay,
Daryl Essam,
Hussein A. Abbass:
A Survey of Probabilistic Model Building Genetic Programming.
Scalable Optimization via Probabilistic Modeling 2006: 121-160 |
| 46 | EE | Ang Yang,
Hussein A. Abbass,
Ruhul A. Sarker:
Characterizing Warfare in Red Teaming.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 36(2): 268-285 (2006) |
| 45 | EE | Minh Ha Nguyen,
Hussein A. Abbass,
Robert I. McKay:
A novel mixture of experts model based on cooperative coevolution.
Neurocomputing 70(1-3): 155-163 (2006) |
| 44 | EE | Hussein A. Abbass:
An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction.
Soft Comput. 10(8): 687-698 (2006) |
| 2005 |
|---|
| 43 | EE | Hai Huong Dam,
Kamran Shafi,
Hussein A. Abbass:
Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection.
Australian Conference on Artificial Intelligence 2005: 1092-1095 |
| 42 | | Ruhul A. Sarker,
Sami Kara,
G. Freeman,
Berman Kayis,
Tapabrata Ray,
Hussein A. Abbass:
A Multi-agent Simulation Study for Supply Chain Operation.
CIMCA/IAWTIC 2005: 728-733 |
| 41 | EE | Lam Thu Bui,
Hussein A. Abbass,
Jürgen Branke:
Multiobjective optimization for dynamic environments.
Congress on Evolutionary Computation 2005: 2349-2356 |
| 40 | EE | Hai Huong Dam,
Hussein A. Abbass,
Chris Lokan:
The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments.
Congress on Evolutionary Computation 2005: 618-625 |
| 39 | EE | Lam Thu Bui,
Jürgen Branke,
Hussein A. Abbass:
Diversity as a selection pressure in dynamic environments.
GECCO 2005: 1557-1558 |
| 38 | EE | Hai Huong Dam,
Hussein A. Abbass,
Chris Lokan:
DXCS: an XCS system for distributed data mining.
GECCO 2005: 1883-1890 |
| 37 | EE | Michelle McPartland,
Stefano Nolfi,
Hussein A. Abbass:
Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach.
GECCO 2005: 51-58 |
| 36 | EE | Kumara Sastry,
Hussein A. Abbass,
David E. Goldberg,
D. D. Johnson:
Sub-structural niching in estimation of distribution algorithms.
GECCO 2005: 671-678 |
| 35 | EE | Lam Thu Bui,
Hussein A. Abbass,
Daryl Essam:
Fitness inheritance for noisy evolutionary multi-objective optimization.
GECCO 2005: 779-785 |
| 34 | EE | Ang Yang,
Hussein A. Abbass,
Ruhul A. Sarker:
Evolving agents for network centric warfare.
GECCO Workshops 2005: 193-195 |
| 33 | EE | Hai Huong Dam,
Hussein A. Abbass,
Chris Lokan:
Be real! XCS with continuous-valued inputs.
GECCO Workshops 2005: 85-87 |
| 32 | EE | Ang Yang,
Hussein A. Abbass,
Ruhul A. Sarker:
WISDOM-II: A Network Centric Model for Warfare.
KES (3) 2005: 813-819 |
| 31 | EE | Minh Ha Nguyen,
Hussein A. Abbass,
Robert I. McKay:
Stopping criteria for ensemble of evolutionary artificial neural networks.
Appl. Soft Comput. 6(1): 100-107 (2005) |
| 30 | EE | Hussein A. Abbass:
Artificial Life Down Under.
Artificial Life 11(3): 397-399 (2005) |
| 29 | EE | Hussein A. Abbass,
Kumara Sastry,
David E. Goldberg:
Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments
CoRR abs/cs/0502021: (2005) |
| 28 | EE | Kumara Sastry,
Hussein A. Abbass,
David E. Goldberg:
Sub-Structural Niching in Non-Stationary Environments
CoRR abs/cs/0502022: (2005) |
| 27 | EE | Kumara Sastry,
Hussein A. Abbass,
David E. Goldberg,
D. D. Johnson:
Sub-structural Niching in Estimation of Distribution Algorithms
CoRR abs/cs/0502023: (2005) |
| 26 | EE | Jason Teo,
Hussein A. Abbass:
Multiobjectivity and Complexity in Embodied Cognition.
IEEE Trans. Evolutionary Computation 9(4): 337-360 (2005) |
| 2004 |
|---|
| 25 | EE | Ang Yang,
Hussein A. Abbass,
Ruhul A. Sarker:
Landscape Dynamics in Multi-agent Simulation Combat Systems.
Australian Conference on Artificial Intelligence 2004: 39-50 |
| 24 | EE | Kumara Sastry,
Hussein A. Abbass,
David E. Goldberg:
Sub-structural Niching in Non-stationary Environments.
Australian Conference on Artificial Intelligence 2004: 873-885 |
| 23 | EE | Nguyen Xuan Hoai,
Robert I. McKay,
Daryl Essam,
Hussein A. Abbass:
Toward an Alternative Comparison between Different Genetic Programming Systems.
EuroGP 2004: 67-77 |
| 22 | EE | Hussein A. Abbass:
An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction.
PPSN 2004: 712-721 |
| 21 | EE | Jason Teo,
Hussein A. Abbass:
Automatic Generation of Controllers for Embodied Legged Organisms: A Pareto Evolutionary Multi-Objective Approach.
Evolutionary Computation 12(3): 355-394 (2004) |
| 20 | EE | Bo Liu,
Hussein A. Abbass,
Robert I. McKay:
Classification Rule Discovery with Ant Colony Optimization.
IEEE Intelligent Informatics Bulletin 3(1): 31-35 (2004) |
| 19 | EE | Jason Teo,
Hussein A. Abbass:
An information-theoretic landscape analysis of neuro-controlled embodied organisms.
Neural Computing and Applications 13(1): 80-89 (2004) |
| 2003 |
|---|
| 18 | EE | Bill B. Wang,
Robert I. McKay,
Hussein A. Abbass,
Michael Barlow:
A Comparative Study for Domain Ontology Guided Feature Extraction.
ACSC 2003: 69-78 |
| 17 | EE | Jason Teo,
Hussein A. Abbass:
Software Verification of Redundancy in Neuro-Evolutionary Robotics.
Australian Conference on Artificial Intelligence 2003: 302-314 |
| 16 | EE | Hussein A. Abbass:
Pareto Neuro-Ensembles.
Australian Conference on Artificial Intelligence 2003: 554-566 |
| 15 | EE | Hussein A. Abbass,
Kalyanmoy Deb:
Searching under Multi-evolutionary Pressures.
EMO 2003: 391-404 |
| 14 | EE | Nguyen Xuan Hoai,
Robert I. McKay,
Hussein A. Abbass:
Tree Adjoining Grammars, Language Bias, and Genetic Programming.
EuroGP 2003: 335-344 |
| 13 | EE | Jason Teo,
Hussein A. Abbass:
Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots?
GECCO 2003: 1612-1613 |
| 12 | EE | Jason Teo,
Minh Ha Nguyen,
Hussein A. Abbass:
Multi-objectivity as a Tool for Constructing Hierarchical Complexity.
GECCO 2003: 483-494 |
| 11 | | Minh Ha Nguyen,
Hussein A. Abbass,
Robert I. McKay:
Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks.
HIS 2003: 157-166 |
| 10 | EE | Bo Liu,
Hussein A. Abbass,
Bob McKay:
Classification Rule Discovery with Ant Colony Optimization.
IAT 2003: 83-88 |
| 9 | EE | Hussein A. Abbass,
A. M. Bagirov,
J. Zhang:
The discrete gradient evolutionary strategy method for global optimization.
IEEE Congress on Evolutionary Computation (1) 2003: 435-442 |
| 8 | EE | Robert I. McKay,
Hussein A. Abbass:
Artificial Life: An Introduction.
International Journal of Computational Intelligence and Applications 3(2): 143-144 (2003) |
| 7 | EE | Jason Teo,
Hussein A. Abbass:
A True Annealing Approach to the Marriage in Honey-Bees Optimization Algorithm.
International Journal of Computational Intelligence and Applications 3(2): 199-211 (2003) |
| 6 | EE | Hussein A. Abbass:
Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms.
Neural Computation 15(11): 2705-2726 (2003) |
| 2002 |
|---|
| 5 | | Hussein A. Abbass:
An evolutionary artificial neural networks approach for breast cancer diagnosis.
Artificial Intelligence in Medicine 25(3): 265-281 (2002) |
| 4 | EE | Hussein A. Abbass,
Ruhul A. Sarker:
The Pareto Differential Evolution Algorithm.
International Journal on Artificial Intelligence Tools 11(4): 531-552 (2002) |
| 2001 |
|---|
| 3 | EE | Hussein A. Abbass:
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks.
Australian Joint Conference on Artificial Intelligence 2001: 1-12 |
| 2 | EE | Hussein A. Abbass,
Michael Towsey,
Gerard D. Finn:
C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees.
Knowl. Inf. Syst. 3(2): 184-197 (2001) |
| 1999 |
|---|
| 1 | EE | Paula E. Macrossan,
Hussein A. Abbass,
Kerrie L. Mengersen,
Michael Towsey,
Gerard D. Finn:
Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry.
IDA 1999: 395-406 |
