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Mengjie Zhang: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Huayang Xie, Peter Andreae, Mengjie Zhang, Paul Warren
    Learning Models for English Speech Recognition. [Citation Graph (0, 0)][DBLP]
    ACSC, 2004, pp:323-329 [Conf]
  2. Huayang Xie, Peter Andreae, Mengjie Zhang, Paul Warren
    Detecting Stress in Spoken English using Decision Trees and Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    ACSW Frontiers, 2004, pp:145-150 [Conf]
  3. William D. Smart, Mengjie Zhang
    Applying Online Gradient Descent Search to Genetic Programming for Object Recognition. [Citation Graph (0, 0)][DBLP]
    ACSW Frontiers, 2004, pp:133-138 [Conf]
  4. Guang Chen, Mengjie Zhang
    Evolving While-Loop Structures in Genetic Programming for Factorial and Ant Problems. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2005, pp:1079-1085 [Conf]
  5. Christopher Fogelberg, Mengjie Zhang
    Linear Genetic Programming for Multi-class Object Classification. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2005, pp:369-379 [Conf]
  6. Xiaoying Gao, Mengjie Zhang, Minh Duc Cao
    TreeWrapper: Automatic Data Extraction Based on Tree Representation. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2006, pp:566-576 [Conf]
  7. Mengjie Zhang, Victor Ciesielski
    Genetic Programming for Multiple Class Object Detection. [Citation Graph (0, 0)][DBLP]
    Australian Joint Conference on Artificial Intelligence, 1999, pp:180-192 [Conf]
  8. Mengjie Zhang, Xiaoying Gao, Weijun Lou
    GP for Object Classification: Brood Size in Brood Recombination Crossover. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2006, pp:274-284 [Conf]
  9. Mengjie Zhang, Victor Ciesielski
    Using Back Propagation Algorithm and Genetic Algorithm to Train and Refine Neural Networks for Object Detection. [Citation Graph (0, 0)][DBLP]
    DEXA, 1999, pp:626-635 [Conf]
  10. William D. Smart, Mengjie Zhang
    Using Genetic Programming for Multiclass Classification by Simultaneously Solving Component Binary Classification Problems. [Citation Graph (0, 0)][DBLP]
    EuroGP, 2005, pp:227-239 [Conf]
  11. Huayang Xie, Mengjie Zhang, Peter Andreae
    Population Clustering in Genetic Programming. [Citation Graph (0, 0)][DBLP]
    EuroGP, 2006, pp:190-201 [Conf]
  12. Mengjie Zhang, William D. Smart
    Genetic Programming with Gradient Descent Search for Multiclass Object Classification. [Citation Graph (0, 0)][DBLP]
    EuroGP, 2004, pp:399-408 [Conf]
  13. Huayang Xie, Mengjie Zhang, Peter Andreae
    Genetic Programming for Automatic Stress Detection in Spoken English. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2006, pp:460-471 [Conf]
  14. Mengjie Zhang, Peter Andreae, Mark Pritchard
    Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2003, pp:455-466 [Conf]
  15. Mengjie Zhang, Urvesh Bhowan
    Program Size and Pixel Statistics in Genetic Programming for Object Detection. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2004, pp:379-388 [Conf]
  16. Mengjie Zhang, Malcolm Lett
    Localisation Fitness in GP for Object Detection. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2006, pp:472-483 [Conf]
  17. Mengjie Zhang, William D. Smart
    Multiclass Object Classification Using Genetic Programming. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2004, pp:369-378 [Conf]
  18. Mengjie Zhang, William D. Smart
    Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2005, pp:417-427 [Conf]
  19. Phillip Wong, Mengjie Zhang
    Algebraic simplification of GP programs during evolution. [Citation Graph (0, 0)][DBLP]
    GECCO, 2006, pp:927-934 [Conf]
  20. Xiaoying Gao, Mengjie Zhang
    Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites. [Citation Graph (0, 0)][DBLP]
    IAT, 2003, pp:119-125 [Conf]
  21. Huayang Xie, Mengjie Zhang, Peter Andreae
    Automatic Selection Pressure Control in Genetic Programming. [Citation Graph (0, 0)][DBLP]
    ISDA (1), 2006, pp:435-440 [Conf]
  22. Mengjie Zhang, Peter Andreae, Urvesh Bhowan
    A Two Phase Genetic Programming Approach to Object Detection. [Citation Graph (0, 0)][DBLP]
    KES, 2004, pp:224-231 [Conf]
  23. Mengjie Zhang, Bunna Ny
    False Alarm Filter in Neural Networks for Multiclass Object Detection. [Citation Graph (0, 0)][DBLP]
    KES, 2004, pp:541-548 [Conf]
  24. Mengjie Zhang, Yun Zhang, William D. Smart
    Program Simplification in Genetic Programming for Object Classification. [Citation Graph (0, 0)][DBLP]
    KES (3), 2005, pp:988-996 [Conf]
  25. William D. Smart, Mengjie Zhang
    Probability Based Genetic Programming for Multiclass Object Classification. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2004, pp:251-261 [Conf]
  26. Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma
    Modelling Citation Networks for Improving Scientific Paper Classification Performance. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:413-422 [Conf]
  27. Mengjie Zhang, Xiaoying Gao, Weijun Lou, Dongping Qian
    Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:923-928 [Conf]
  28. Mengjie Zhang, Malcolm Lett, Yuejin Ma
    Refining Fitness Functions and Optimising Training Data in GP for Object Detection. [Citation Graph (0, 0)][DBLP]
    SEAL, 2006, pp:601-608 [Conf]
  29. Mengjie Zhang, Phillip Wong, Dongping Qian
    Online Program Simplification in Genetic Programming. [Citation Graph (0, 0)][DBLP]
    SEAL, 2006, pp:592-600 [Conf]
  30. Xiaoying Gao, Mengjie Zhang, Peter Andreae
    Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling. [Citation Graph (0, 0)][DBLP]
    Web Intelligence, 2003, pp:495-498 [Conf]
  31. Le Phong Bao Vuong, Xiaoying Gao, Mengjie Zhang
    Data Extraction from Semi-structured Web Pages by Clustering. [Citation Graph (0, 0)][DBLP]
    Web Intelligence, 2006, pp:374-377 [Conf]
  32. Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma
    Neural Networks for Scientific Paper Classification. [Citation Graph (0, 0)][DBLP]
    ICICIC (2), 2006, pp:51-54 [Conf]
  33. Xiaoying Gao, Mengjie Zhang
    A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2004, v:13, n:3, pp:721-738 [Journal]
  34. Mengjie Zhang, Victor Ciesielski
    Neural Networks And Genetic Algorithms For Domain Independent Multiclass Object Detection. [Citation Graph (0, 0)][DBLP]
    International Journal of Computational Intelligence and Applications, 2004, v:4, n:1, pp:77-108 [Journal]
  35. Xiaoying Gao, Mengjie Zhang, Peter Andreae
    Automatic Pattern Construction For Web Information Extraction. [Citation Graph (0, 0)][DBLP]
    International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2004, v:12, n:4, pp:447-470 [Journal]
  36. Dong Qian Wang, Mengjie Zhang
    A new approach to multiple class pattern classification with random matrices. [Citation Graph (0, 0)][DBLP]
    JAMDS, 2005, v:9, n:3, pp:165-175 [Journal]
  37. Mengjie Zhang, William D. Smart
    Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2006, v:27, n:11, pp:1266-1274 [Journal]
  38. William D. Smart, Peter Andreae, Mengjie Zhang
    Empirical Analysis of GP Tree-Fragments. [Citation Graph (0, 0)][DBLP]
    EuroGP, 2007, pp:55-67 [Conf]
  39. Mengjie Zhang, Christopher Fogelberg
    Genetic Programming for Image Recognition: An LGP Approach. [Citation Graph (0, 0)][DBLP]
    EvoWorkshops, 2007, pp:340-350 [Conf]
  40. Huayang Xie, Mengjie Zhang, Peter Andreae
    Another investigation on tournament selection: modelling and visualisation. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1468-1475 [Conf]
  41. Huayang Xie, Mengjie Zhang, Peter Andreae
    An analysis of constructive crossover and selection pressure in genetic programming. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1739-1748 [Conf]
  42. Phillip Lee-Ming Wong, Mengjie Zhang
    Numerical-node building block analysis of genetic programming with simplification. [Citation Graph (0, 0)][DBLP]
    GECCO, 2007, pp:1761- [Conf]

  43. Information Extraction from A Whole Web Site. [Citation Graph (, )][DBLP]


  44. Feature Construction and Dimension Reduction Using Genetic Programming. [Citation Graph (, )][DBLP]


  45. Fitness Functions in Genetic Programming for Classification with Unbalanced Data. [Citation Graph (, )][DBLP]


  46. Unsupervised Elimination of Redundant Features Using Genetic Programming. [Citation Graph (, )][DBLP]


  47. Balancing Parent and Offspring Selection in Genetic Programming. [Citation Graph (, )][DBLP]


  48. Multi-Objective Genetic Programming for Classification with Unbalanced Data. [Citation Graph (, )][DBLP]


  49. A Relaxed Approach to Simplification in Genetic Programming. [Citation Graph (, )][DBLP]


  50. Analysis of Building Blocks with Numerical Simplification in Genetic Programming. [Citation Graph (, )][DBLP]


  51. Genetic Programming for Classification with Unbalanced Data. [Citation Graph (, )][DBLP]


  52. Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems. [Citation Graph (, )][DBLP]


  53. Genetic Programming for Feature Subset Ranking in Binary Classification Problems. [Citation Graph (, )][DBLP]


  54. Object Detection Using Neural Networks and Genetic Programming. [Citation Graph (, )][DBLP]


  55. Cooperative Particle Swarm Optimization for the Delay Constrained Least Cost Path Problem. [Citation Graph (, )][DBLP]


  56. Particle Swarm Optimization for Coverage Maximization and Energy Conservation in Wireless Sensor Networks. [Citation Graph (, )][DBLP]


  57. An analysis of multi-sampled issue and no-replacement tournament selection. [Citation Graph (, )][DBLP]


  58. Bloat control in genetic programming by evaluating contribution of nodes. [Citation Graph (, )][DBLP]


  59. Pareto front feature selection: using genetic programming to explore feature space. [Citation Graph (, )][DBLP]


  60. Particle swarm optimization based multi-prototype ensembles. [Citation Graph (, )][DBLP]


  61. How online simplification affects building blocks in genetic programming. [Citation Graph (, )][DBLP]


  62. Evolutionary computer vision. [Citation Graph (, )][DBLP]


  63. New crossover operators in linear genetic programming for multiclass object classification. [Citation Graph (, )][DBLP]


  64. Particle swarm optimisation for outlier detection. [Citation Graph (, )][DBLP]


  65. AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data. [Citation Graph (, )][DBLP]


  66. Automatic Data Record Detection in Web Pages. [Citation Graph (, )][DBLP]


  67. Using Numerical Simplification to Control Bloat in Genetic Programming. [Citation Graph (, )][DBLP]


  68. A PSO Based Adaboost Approach to Object Detection. [Citation Graph (, )][DBLP]


  69. Genetic Programming for Feature Ranking in Classification Problems. [Citation Graph (, )][DBLP]


  70. Genetic Programming for New Zealand CPI Inflation Prediction. [Citation Graph (, )][DBLP]


  71. An analysis of depth of crossover points in tree-based Genetic Programming. [Citation Graph (, )][DBLP]


  72. Effects of program simplification on simple building blocks in Genetic Programming. [Citation Graph (, )][DBLP]


  73. Evaluation of particle swarm optimization based centroid classifier with different distance metrics. [Citation Graph (, )][DBLP]


  74. An analysis of the distribution of swapped subtree sizes in tree-based genetic programming. [Citation Graph (, )][DBLP]


  75. Is the not-sampled issue in tournament selection critical? [Citation Graph (, )][DBLP]


  76. Genetic programming for performance improvement and dimensionality reduction of classification problems. [Citation Graph (, )][DBLP]


  77. Empirical analysis of schemata in Genetic Programming using maximal schemata and MSG. [Citation Graph (, )][DBLP]


  78. SCHEME: Caching subtrees in genetic programming. [Citation Graph (, )][DBLP]


  79. Particle Swarm Optimization based Adaboost for face detection. [Citation Graph (, )][DBLP]


  80. Differentiating between individual class performance in Genetic Programming fitness for classification with unbalanced data. [Citation Graph (, )][DBLP]


  81. An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms. [Citation Graph (, )][DBLP]


  82. Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques. [Citation Graph (, )][DBLP]


  83. Robust Design about Container Terminal Logistics System. [Citation Graph (, )][DBLP]


  84. A linear structured approach and a refined fitness function in genetic programming for multi-class object classification. [Citation Graph (, )][DBLP]


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