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Hussein A. Abbass: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Bill B. Wang, Robert I. McKay, Hussein A. Abbass, Michael Barlow
    A Comparative Study for Domain Ontology Guided Feature Extraction. [Citation Graph (0, 0)][DBLP]
    ACSC, 2003, pp:69-78 [Conf]
  2. Hussein A. Abbass
    A Memetic Pareto Evolutionary Approach to Artificial Neural Networks. [Citation Graph (0, 0)][DBLP]
    Australian Joint Conference on Artificial Intelligence, 2001, pp:1-12 [Conf]
  3. Hussein A. Abbass
    Pareto Neuro-Ensembles. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2003, pp:554-566 [Conf]
  4. Hai H. Dam, Kamran Shafi, Hussein A. Abbass
    Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2005, pp:1092-1095 [Conf]
  5. Kumara Sastry, Hussein A. Abbass, David E. Goldberg
    Sub-structural Niching in Non-stationary Environments. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2004, pp:873-885 [Conf]
  6. Jason Teo, Hussein A. Abbass
    Software Verification of Redundancy in Neuro-Evolutionary Robotics. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2003, pp:302-314 [Conf]
  7. Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
    Landscape Dynamics in Multi-agent Simulation Combat Systems. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2004, pp:39-50 [Conf]
  8. Hussein A. Abbass, Kalyanmoy Deb
    Searching under Multi-evolutionary Pressures. [Citation Graph (0, 0)][DBLP]
    EMO, 2003, pp:391-404 [Conf]
  9. Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass
    Tree Adjoining Grammars, Language Bias, and Genetic Programming. [Citation Graph (0, 0)][DBLP]
    EuroGP, 2003, pp:335-344 [Conf]
  10. Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass
    Toward an Alternative Comparison between Different Genetic Programming Systems. [Citation Graph (0, 0)][DBLP]
    EuroGP, 2004, pp:67-77 [Conf]
  11. Lam T. Bui, Hussein A. Abbass, Daryl Essam
    Fitness inheritance for noisy evolutionary multi-objective optimization. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:779-785 [Conf]
  12. Lam T. Bui, Jürgen Branke, Hussein A. Abbass
    Diversity as a selection pressure in dynamic environments. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1557-1558 [Conf]
  13. Hai H. Dam, Hussein A. Abbass, Chris Lokan
    DXCS: an XCS system for distributed data mining. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:1883-1890 [Conf]
  14. Hai H. Dam, Hussein A. Abbass, Chris Lokan
    Be real! XCS with continuous-valued inputs. [Citation Graph (0, 0)][DBLP]
    GECCO Workshops, 2005, pp:85-87 [Conf]
  15. Michelle McPartland, Stefano Nolfi, Hussein A. Abbass
    Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:51-58 [Conf]
  16. Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson
    Sub-structural niching in estimation of distribution algorithms. [Citation Graph (0, 0)][DBLP]
    GECCO, 2005, pp:671-678 [Conf]
  17. Jason Teo, Hussein A. Abbass
    Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots? [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:1612-1613 [Conf]
  18. Jason Teo, Minh Ha Nguyen, Hussein A. Abbass
    Multi-objectivity as a Tool for Constructing Hierarchical Complexity. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:483-494 [Conf]
  19. Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
    Evolving agents for network centric warfare. [Citation Graph (0, 0)][DBLP]
    GECCO Workshops, 2005, pp:193-195 [Conf]
  20. Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
    Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks. [Citation Graph (0, 0)][DBLP]
    HIS, 2003, pp:157-166 [Conf]
  21. Bo Liu, Hussein A. Abbass, Bob McKay
    Classification Rule Discovery with Ant Colony Optimization. [Citation Graph (0, 0)][DBLP]
    IAT, 2003, pp:83-88 [Conf]
  22. 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. [Citation Graph (0, 0)][DBLP]
    IDA, 1999, pp:395-406 [Conf]
  23. Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
    WISDOM-II: A Network Centric Model for Warfare. [Citation Graph (0, 0)][DBLP]
    KES (3), 2005, pp:813-819 [Conf]
  24. Hussein A. Abbass
    An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction. [Citation Graph (0, 0)][DBLP]
    PPSN, 2004, pp:712-721 [Conf]
  25. Sameer Alam, Lam T. Bui, Hussein A. Abbass, Michael Barlow
    Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards. [Citation Graph (0, 0)][DBLP]
    SEAL, 2006, pp:829-836 [Conf]
  26. Lam T. Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam
    Dual Guidance in Evolutionary Multi-objective Optimization by Localization. [Citation Graph (0, 0)][DBLP]
    SEAL, 2006, pp:384-391 [Conf]
  27. Kamran Shafi, Hussein A. Abbass, Weiping Zhu
    The Role of Early Stopping and Population Size in XCS for Intrusion Detection. [Citation Graph (0, 0)][DBLP]
    SEAL, 2006, pp:50-57 [Conf]
  28. Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
    Land Combat Scenario Planning: A Multiobjective Approach. [Citation Graph (0, 0)][DBLP]
    SEAL, 2006, pp:837-844 [Conf]
  29. Ruhul A. Sarker, Sami Kara, G. Freeman, Berman Kayis, Tapabrata Ray, Hussein A. Abbass
    A Multi-agent Simulation Study for Supply Chain Operation. [Citation Graph (0, 0)][DBLP]
    CIMCA/IAWTIC, 2005, pp:728-733 [Conf]
  30. Hussein A. Abbass
    An evolutionary artificial neural networks approach for breast cancer diagnosis. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2002, v:25, n:3, pp:265-281 [Journal]
  31. Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
    Stopping criteria for ensemble of evolutionary artificial neural networks. [Citation Graph (0, 0)][DBLP]
    Appl. Soft Comput., 2005, v:6, n:1, pp:100-107 [Journal]
  32. Bo Liu, Hussein A. Abbass, Robert I. McKay
    Classification Rule Discovery with Ant Colony Optimization. [Citation Graph (0, 0)][DBLP]
    IEEE Intelligent Informatics Bulletin, 2004, v:3, n:1, pp:31-35 [Journal]
  33. Jason Teo, Hussein A. Abbass
    Automatic Generation of Controllers for Embodied Legged Organisms: A Pareto Evolutionary Multi-Objective Approach. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 2004, v:12, n:3, pp:355-394 [Journal]
  34. Hussein A. Abbass, Ruhul A. Sarker
    The Pareto Differential Evolution Algorithm. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2002, v:11, n:4, pp:531-552 [Journal]
  35. Jason Teo, Hussein A. Abbass
    A True Annealing Approach to the Marriage in Honey-Bees Optimization Algorithm. [Citation Graph (0, 0)][DBLP]
    International Journal of Computational Intelligence and Applications, 2003, v:3, n:2, pp:199-211 [Journal]
  36. Robert I. McKay, Hussein A. Abbass
    Artificial Life: An Introduction. [Citation Graph (0, 0)][DBLP]
    International Journal of Computational Intelligence and Applications, 2003, v:3, n:2, pp:143-144 [Journal]
  37. Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
    A novel mixture of experts model based on cooperative coevolution. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:70, n:1-3, pp:155-163 [Journal]
  38. Hussein A. Abbass, Michael Towsey, Gerard D. Finn
    C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2001, v:3, n:2, pp:184-197 [Journal]
  39. Jason Teo, Hussein A. Abbass
    An information-theoretic landscape analysis of neuro-controlled embodied organisms. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2004, v:13, n:1, pp:80-89 [Journal]
  40. Hussein A. Abbass
    Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2003, v:15, n:11, pp:2705-2726 [Journal]
  41. Hussein A. Abbass
    An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction. [Citation Graph (0, 0)][DBLP]
    Soft Comput., 2006, v:10, n:8, pp:687-698 [Journal]
  42. Jason Teo, Hussein A. Abbass
    Multiobjectivity and Complexity in Embodied Cognition. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Evolutionary Computation, 2005, v:9, n:4, pp:337-360 [Journal]
  43. Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
    Characterizing Warfare in Red Teaming. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2006, v:36, n:2, pp:268-285 [Journal]
  44. Hai H. Dam, Hussein A. Abbass, Chris Lokan
    The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments. [Citation Graph (0, 0)][DBLP]
    Congress on Evolutionary Computation, 2005, pp:618-625 [Conf]
  45. Lam T. Bui, Hussein A. Abbass, Jürgen Branke
    Multiobjective optimization for dynamic environments. [Citation Graph (0, 0)][DBLP]
    Congress on Evolutionary Computation, 2005, pp:2349-2356 [Conf]
  46. Sameer Alam, Minh Ha Nguyen, Hussein A. Abbass, Michael Barlow
    Ants Guide Future Pilots. [Citation Graph (0, 0)][DBLP]
    ACAL, 2007, pp:36-48 [Conf]
  47. Lam T. Bui, Omar Soliman, Hussein A. Abbass
    A Modified Strategy for the Constriction Factor in Particle Swarm Optimization. [Citation Graph (0, 0)][DBLP]
    ACAL, 2007, pp:333-344 [Conf]
  48. Ayman Ghoneim, Michael Barlow, Hussein A. Abbass
    Rounds Effect in Evolutionary Games. [Citation Graph (0, 0)][DBLP]
    ACAL, 2007, pp:72-83 [Conf]
  49. Hussein A. Abbass, Kumara Sastry, David E. Goldberg
    Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  50. Kumara Sastry, Hussein A. Abbass, David E. Goldberg
    Sub-Structural Niching in Non-Stationary Environments [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]
  51. Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson
    Sub-structural Niching in Estimation of Distribution Algorithms [Citation Graph (0, 0)][DBLP]
    CoRR, 2005, v:0, n:, pp:- [Journal]

  52. Strategic positioning in tactical scenario planning. [Citation Graph (, )][DBLP]


  53. Computational scenario-based capability planning. [Citation Graph (, )][DBLP]


  54. Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations. [Citation Graph (, )][DBLP]


  55. Evolving an Ensemble of Neural Networks Using Artificial Immune Systems. [Citation Graph (, )][DBLP]


  56. The discrete gradient evolutionary strategy method for global optimization. [Citation Graph (, )][DBLP]


  57. The effect of a stochastic step length on the performance of the differential evolution algorithm. [Citation Graph (, )][DBLP]


  58. Real time signature extraction from a supervised classifier system. [Citation Graph (, )][DBLP]


  59. Investigating alliance dynamics using a co-evolutionary iterated prisoner's dilemma with an exit option. [Citation Graph (, )][DBLP]


  60. The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games. [Citation Graph (, )][DBLP]


  61. A new local search algorithm for continuous spaces based on army ant swarm raids. [Citation Graph (, )][DBLP]


  62. Performance analysis of elitism in multi-objective ant colony optimization algorithms. [Citation Graph (, )][DBLP]


  63. A hierarchical conflict resolution method for multi-agent path planning. [Citation Graph (, )][DBLP]


  64. On the role of information networks in logistics: An evolutionary approach with military scenarios. [Citation Graph (, )][DBLP]


  65. The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies. [Citation Graph (, )][DBLP]


  66. A dominance-based stability measure for multi-objective evolutionary algorithms. [Citation Graph (, )][DBLP]


  67. Artificial Life Down Under. [Citation Graph (, )][DBLP]


  68. Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem [Citation Graph (, )][DBLP]


  69. Strategic Positioning in Tactical Scenario Planning [Citation Graph (, )][DBLP]


  70. Computational Scenario-based Capability Planning [Citation Graph (, )][DBLP]


  71. Robustness and Adaptiveness Analysis of Future Fleets [Citation Graph (, )][DBLP]


  72. Localization for Solving Noisy Multi-Objective Optimization Problems. [Citation Graph (, )][DBLP]


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