| * | 2009 |
|---|
| 79 | EE | Kourosh Neshatian,
Mengjie Zhang:
Genetic Programming for Feature Subset Ranking in Binary Classification Problems.
EuroGP 2009: 121-132 |
| 78 | EE | Kourosh Neshatian,
Mengjie Zhang:
Pareto front feature selection: using genetic programming to explore feature space.
GECCO 2009: 1027-1034 |
| 77 | EE | Andy Song,
Dunhai Chen,
Mengjie Zhang:
Bloat control in genetic programming by evaluating contribution of nodes.
GECCO 2009: 1893-1894 |
| 76 | EE | Ammar W. Mohemmed,
Mark Johnston,
Mengjie Zhang:
Particle swarm optimization based multi-prototype ensembles.
GECCO 2009: 57-64 |
| 75 | EE | David Kinzett,
Mark Johnston,
Mengjie Zhang:
How online simplification affects building blocks in genetic programming.
GECCO 2009: 979-986 |
| 74 | EE | Mengjie Zhang,
Stefano Cagnoni,
Gustavo Olague:
Evolutionary computer vision.
GECCO (Companion) 2009: 3355-3380 |
| 73 | EE | Daniel McGaughran,
Mengjie Zhang:
Evolving More Representative Programs with Genetic Programming.
International Journal of Software Engineering and Knowledge Engineering 19(1): 1-22 (2009) |
| 2008 |
|---|
| 72 | | Wayne Wobcke,
Mengjie Zhang:
AI 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings
Springer 2008 |
| 71 | 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 |
| 70 | EE | Kourosh Neshatian,
Mengjie Zhang:
Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems.
EuroGP 2008: 242-253 |
| 69 | EE | Ammar W. Mohemmed,
Mengjie Zhang,
Nirod Chandra Sahoo:
Cooperative Particle Swarm Optimization for the Delay Constrained Least Cost Path Problem.
EvoCOP 2008: 25-35 |
| 68 | EE | Barret Chin,
Mengjie Zhang:
Object Detection Using Neural Networks and Genetic Programming.
EvoWorkshops 2008: 335-340 |
| 67 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae,
Mark Johnson:
An analysis of multi-sampled issue and no-replacement tournament selection.
GECCO 2008: 1323-1330 |
| 66 | EE | Phillip Wong,
Mengjie Zhang:
SCHEME: Caching subtrees in genetic programming.
IEEE Congress on Evolutionary Computation 2008: 2678-2685 |
| 65 | EE | Kourosh Neshatian,
Mengjie Zhang:
Genetic programming for performance improvement and dimensionality reduction of classification problems.
IEEE Congress on Evolutionary Computation 2008: 2811-2818 |
| 64 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
An analysis of the distribution of swapped subtree sizes in tree-based genetic programming.
IEEE Congress on Evolutionary Computation 2008: 2859-2866 |
| 63 | EE | Ammar W. Mohemmed,
Mengjie Zhang:
Evaluation of particle swarm optimization based centroid classifier with different distance metrics.
IEEE Congress on Evolutionary Computation 2008: 2929-2932 |
| 62 | EE | William D. Smart,
Mengjie Zhang:
Empirical analysis of schemata in Genetic Programming using maximal schemata and MSG.
IEEE Congress on Evolutionary Computation 2008: 2983-2990 |
| 61 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae,
Mark Johnston:
Is the not-sampled issue in tournament selection critical?
IEEE Congress on Evolutionary Computation 2008: 3710-3717 |
| 60 | EE | David Kinzett,
Mengjie Zhang,
Mark Johnston:
Using Numerical Simplification to Control Bloat in Genetic Programming.
SEAL 2008: 493-502 |
| 59 | EE | Kourosh Neshatian,
Mengjie Zhang,
Peter Andreae:
Genetic Programming for Feature Ranking in Classification Problems.
SEAL 2008: 544-554 |
| 58 | EE | Ammar W. Mohemmed,
Mengjie Zhang,
Mark Johnston:
A PSO Based Adaboost Approach to Object Detection.
SEAL 2008: 81-90 |
| 57 | EE | Mengjie Zhang,
Phillip Wong:
Genetic programming for medical classification: a program simplification approach.
Genetic Programming and Evolvable Machines 9(3): 229-255 (2008) |
| 56 | EE | Mengjie Zhang,
Phillip Wong:
Explicitly Simplifying Evolved Genetic Programs during Evolution.
International Journal of Computational Intelligence and Applications 7(2): 201-232 (2008) |
| 55 | EE | Peter Andreae,
Huayang Xie,
Mengjie Zhang:
Genetic Programming for detecting rhythmic stress in spoken English.
KES Journal 12(1): 15-28 (2008) |
| 2007 |
|---|
| 54 | EE | Kourosh Neshatian,
Mengjie Zhang,
Mark Johnston:
Feature Construction and Dimension Reduction Using Genetic Programming.
Australian Conference on Artificial Intelligence 2007: 160-170 |
| 53 | EE | Grant Patterson,
Mengjie Zhang:
Fitness Functions in Genetic Programming for Classification with Unbalanced Data.
Australian Conference on Artificial Intelligence 2007: 769-775 |
| 52 | EE | William D. Smart,
Peter Andreae,
Mengjie Zhang:
Empirical Analysis of GP Tree-Fragments.
EuroGP 2007: 55-67 |
| 51 | EE | Mengjie Zhang,
Christopher Fogelberg:
Genetic Programming for Image Recognition: An LGP Approach.
EvoWorkshops 2007: 340-350 |
| 50 | EE | Krzysztof Krawiec,
Daniel Howard,
Mengjie Zhang:
Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques.
FBIT 2007: 779-784 |
| 49 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
Another investigation on tournament selection: modelling and visualisation.
GECCO 2007: 1468-1475 |
| 48 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
An analysis of constructive crossover and selection pressure in genetic programming.
GECCO 2007: 1739-1748 |
| 47 | EE | Phillip Lee-Ming Wong,
Mengjie Zhang:
Numerical-node building block analysis of genetic programming with simplification.
GECCO 2007: 1761 |
| 46 | EE | Phillip Wong,
Mengjie Zhang:
Effects of program simplification on simple building blocks in Genetic Programming.
IEEE Congress on Evolutionary Computation 2007: 1570-1577 |
| 45 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
Genetic Programming for New Zealand CPI Inflation Prediction.
IEEE Congress on Evolutionary Computation 2007: 2538-2545 |
| 44 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
An analysis of depth of crossover points in tree-based Genetic Programming.
IEEE Congress on Evolutionary Computation 2007: 4561-4568 |
| 43 | EE | Xiaoying Gao,
Le Phong Bao Vuong,
Mengjie Zhang:
Automatic Data Record Detection in Web Pages.
KSEM 2007: 349-361 |
| 42 | EE | Mengjie Zhang,
Christopher Fogelberg,
Yuejin Ma:
A linear structured approach and a refined fitness function in genetic programming for multi-class object classification.
Connect. Sci. 19(4): 339-359 (2007) |
| 41 | EE | Mengjie Zhang,
Xiaoying Gao,
Weijun Lou:
A New Crossover Operator in Genetic Programming for Object Classification.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(5): 1332-1343 (2007) |
| 40 | EE | Mengjie Zhang:
Improving Object Detection Performance with Genetic Programming.
International Journal on Artificial Intelligence Tools 16(5): 849-873 (2007) |
| 2006 |
|---|
| 39 | | Xiaoying Gao,
Mengjie Zhang:
Information Extraction from A Whole Web Site.
AMT 2006: 52-57 |
| 38 | EE | Mengjie Zhang,
Xiaoying Gao,
Weijun Lou:
GP for Object Classification: Brood Size in Brood Recombination Crossover.
Australian Conference on Artificial Intelligence 2006: 274-284 |
| 37 | EE | Xiaoying Gao,
Mengjie Zhang,
Minh Duc Cao:
TreeWrapper: Automatic Data Extraction Based on Tree Representation.
Australian Conference on Artificial Intelligence 2006: 566-576 |
| 36 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
Population Clustering in Genetic Programming.
EuroGP 2006: 190-201 |
| 35 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
Genetic Programming for Automatic Stress Detection in Spoken English.
EvoWorkshops 2006: 460-471 |
| 34 | EE | Mengjie Zhang,
Malcolm Lett:
Localisation Fitness in GP for Object Detection.
EvoWorkshops 2006: 472-483 |
| 33 | EE | Phillip Wong,
Mengjie Zhang:
Algebraic simplification of GP programs during evolution.
GECCO 2006: 927-934 |
| 32 | EE | Mengjie Zhang,
Xiaoying Gao,
Minh Duc Cao,
Yuejin Ma:
Neural Networks for Scientific Paper Classification.
ICICIC (2) 2006: 51-54 |
| 31 | EE | Huayang Xie,
Mengjie Zhang,
Peter Andreae:
Automatic Selection Pressure Control in Genetic Programming.
ISDA (1) 2006: 435-440 |
| 30 | EE | Mengjie Zhang,
Xiaoying Gao,
Minh Duc Cao,
Yuejin Ma:
Modelling Citation Networks for Improving Scientific Paper Classification Performance.
PRICAI 2006: 413-422 |
| 29 | EE | Mengjie Zhang,
Xiaoying Gao,
Weijun Lou,
Dongping Qian:
Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition.
PRICAI 2006: 923-928 |
| 28 | EE | Mengjie Zhang,
Phillip Wong,
Dongping Qian:
Online Program Simplification in Genetic Programming.
SEAL 2006: 592-600 |
| 27 | EE | Mengjie Zhang,
Malcolm Lett,
Yuejin Ma:
Refining Fitness Functions and Optimising Training Data in GP for Object Detection.
SEAL 2006: 601-608 |
| 26 | EE | Le Phong Bao Vuong,
Xiaoying Gao,
Mengjie Zhang:
Data Extraction from Semi-structured Web Pages by Clustering.
Web Intelligence 2006: 374-377 |
| 25 | EE | Mengjie Zhang,
William D. Smart:
Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification.
Pattern Recognition Letters 27(11): 1266-1274 (2006) |
| 2005 |
|---|
| 24 | EE | Guang Chen,
Mengjie Zhang:
Evolving While-Loop Structures in Genetic Programming for Factorial and Ant Problems.
Australian Conference on Artificial Intelligence 2005: 1079-1085 |
| 23 | EE | Christopher Fogelberg,
Mengjie Zhang:
Linear Genetic Programming for Multi-class Object Classification.
Australian Conference on Artificial Intelligence 2005: 369-379 |
| 22 | EE | William D. Smart,
Mengjie Zhang:
Using Genetic Programming for Multiclass Classification by Simultaneously Solving Component Binary Classification Problems.
EuroGP 2005: 227-239 |
| 21 | EE | Mengjie Zhang,
William D. Smart:
Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition.
EvoWorkshops 2005: 417-427 |
| 20 | EE | Mengjie Zhang,
Yun Zhang,
William D. Smart:
Program Simplification in Genetic Programming for Object Classification.
KES (3) 2005: 988-996 |
| 19 | EE | Mengjie Zhang:
Mining Small Objects in Large Images Using Neural Networks.
Foundations of Data Mining and knowledge Discovery 2005: 277-303 |
| 18 | EE | Dong Qian Wang,
Mengjie Zhang:
A new approach to multiple class pattern classification with random matrices.
JAMDS 9(3): 165-175 (2005) |
| 2004 |
|---|
| 17 | EE | Huayang Xie,
Peter Andreae,
Mengjie Zhang,
Paul Warren:
Learning Models for English Speech Recognition.
ACSC 2004: 323-329 |
| 16 | EE | William D. Smart,
Mengjie Zhang:
Applying Online Gradient Descent Search to Genetic Programming for Object Recognition.
ACSW Frontiers 2004: 133-138 |
| 15 | EE | Huayang Xie,
Peter Andreae,
Mengjie Zhang,
Paul Warren:
Detecting Stress in Spoken English using Decision Trees and Support Vector Machines.
ACSW Frontiers 2004: 145-150 |
| 14 | EE | Mengjie Zhang,
William D. Smart:
Genetic Programming with Gradient Descent Search for Multiclass Object Classification.
EuroGP 2004: 399-408 |
| 13 | EE | Mengjie Zhang,
William D. Smart:
Multiclass Object Classification Using Genetic Programming.
EvoWorkshops 2004: 369-378 |
| 12 | EE | Mengjie Zhang,
Urvesh Bhowan:
Program Size and Pixel Statistics in Genetic Programming for Object Detection.
EvoWorkshops 2004: 379-388 |
| 11 | EE | Mengjie Zhang,
Peter Andreae,
Urvesh Bhowan:
A Two Phase Genetic Programming Approach to Object Detection.
KES 2004: 224-231 |
| 10 | EE | Mengjie Zhang,
Bunna Ny:
False Alarm Filter in Neural Networks for Multiclass Object Detection.
KES 2004: 541-548 |
| 9 | EE | William D. Smart,
Mengjie Zhang:
Probability Based Genetic Programming for Multiclass Object Classification.
PRICAI 2004: 251-261 |
| 8 | EE | Mengjie Zhang,
Victor Ciesielski:
Neural Networks And Genetic Algorithms For Domain Independent Multiclass Object Detection.
International Journal of Computational Intelligence and Applications 4(1): 77-108 (2004) |
| 7 | EE | Xiaoying Gao,
Mengjie Zhang,
Peter Andreae:
Automatic Pattern Construction For Web Information Extraction.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(4): 447-470 (2004) |
| 6 | EE | Xiaoying Gao,
Mengjie Zhang:
A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites.
International Journal on Artificial Intelligence Tools 13(3): 721-738 (2004) |
| 2003 |
|---|
| 5 | EE | Mengjie Zhang,
Peter Andreae,
Mark Pritchard:
Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection.
EvoWorkshops 2003: 455-466 |
| 4 | EE | Xiaoying Gao,
Mengjie Zhang:
Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites.
IAT 2003: 119-125 |
| 3 | EE | Xiaoying Gao,
Mengjie Zhang,
Peter Andreae:
Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling.
Web Intelligence 2003: 495-498 |
| 1999 |
|---|
| 2 | EE | Mengjie Zhang,
Victor Ciesielski:
Genetic Programming for Multiple Class Object Detection.
Australian Joint Conference on Artificial Intelligence 1999: 180-192 |
| 1 | EE | Mengjie Zhang,
Victor Ciesielski:
Using Back Propagation Algorithm and Genetic Algorithm to Train and Refine Neural Networks for Object Detection.
DEXA 1999: 626-635 |
