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year={2013}
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booktitle={Proceedings of the Twenty-sixth International Conference on Image and Vision Computing New Zealand},
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year={2011}
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pages={1--8},
year={2010},
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title={Particle swarm optimisation based AdaBoost for facial expression classification of still images},
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pages={1--8},
year={2010},
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title={Analysis of diagonal derivatives in edge detectors evolved by genetic programming},
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booktitle={Proceedings of the Twenty-Sixth International Conference on Image and Vision Computing, New Zealand},
pages={345--350},
year={2011},
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year={2011},
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pages={2428--2435},
year={2013},
location={Cancun, Mexico},
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organization={IEEE}
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pages={1740--1747},
location={Cancun, Mexico},
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year={2013},
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year={2013},
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year = {2013},
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location = {Amsterdam, The Netherlands},
pages = {1235--1242},
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url = {http://doi.acm.org/10.1145/2464576.2482702},
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publisher = {ACM},
address = {New York, NY, USA},
keywords = {boolean problems, code-fragments, learning classifier systems, pattern recognition, xcs, xcscfa},
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url = {http://doi.acm.org/10.1145/2464576.2466805},
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year = {2007}
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organization = {University of Economics},
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title={Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming},
pages={365--375},
year={2013},
url={http://dx.doi.org/10.1007/978-3-642-37192-9_37},
booktitle={EvoApplications}
}
@inproceedings{Xue2013NovelIn,
author={Xue, Bing and Zhang, Mengjie and Browne, Will N.},
title={Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification},
pages={428--438},
year={2013},
url={http://dx.doi.org/10.1007/978-3-642-37192-9_43},
booktitle={EvoApplications}
}
@inproceedings{Rada-Vilela2013Optimal,
author={Rada-Vilela, Juan and Zhang, Mengjie and Johnston, Mark},
title={Optimal computing budget allocation in particle swarm optimization},
pages={81--88},
year={2013},
url={http://doi.acm.org/10.1145/2463372.2463373},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Amsterdam, The Netherlands}
}
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author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Comparing ensemble learning approaches in genetic programming for classification with unbalanced data},
pages={135--136},
year={2013},
url={http://doi.acm.org/10.1145/2464576.2464643},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
location={Amsterdam, The Netherlands}
}
@inproceedings{Xue2013PSOfor,
author={Xue, Bing and Zhang, Mengjie and Dai, Yan and Browne, Will N.},
title={PSO for feature construction and binary classification},
pages={137--144},
year={2013},
url={http://doi.acm.org/10.1145/2463372.2463376},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference}
}
@inproceedings{Marzukhi2013Adaptive,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Adaptive artificial datasets to discover the effects of domain features for classification tasks},
pages={157--158},
year={2013},
url={http://doi.acm.org/10.1145/2464576.2464654},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
location={Amsterdam, The Netherlands}
}
@inproceedings{Fu2013Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic programming for edge detection using multivariate density},
pages={917--924},
year={2013},
url={http://doi.acm.org/10.1145/2463372.2463485},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Amsterdam, The Netherlands}
}
@inproceedings{iqbal2013extending,
title={Extending learning classifier system with cyclic graphs for scalability on complex, large-scale boolean problems},
author={Iqbal, Muhammad and Browne, Will N and Zhang, Mengjie},
booktitle={Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference},
pages={1045--1052},
year={2013},
url={http://dl.acm.org/citation.cfm?id=2463500},
organization={ACM},
location={Amsterdam, The Netherlands}
}
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author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={Comparison of two methods for computing action values in XCS with code-fragment actions},
pages={1235--1242},
year={2013},
url={http://doi.acm.org/10.1145/2464576.2482702},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)}
}
@inproceedings{Marzukhi2013Adaptive,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Adaptive artificial datasets through learning classifier systems for classification tasks},
pages={1243--1250},
year={2013},
url={http://doi.acm.org/10.1145/2464576.2466805},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)}
}
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author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={Crossover-based local search in cooperative co-evolutionary feedforward neural networks},
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pages={2924--2932},
year={2012},
url={http://dx.doi.org/10.1016/j.asoc.2012.04.010}
}
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author={Xue, Bing and Cervante, Liam and Shang, Lin and Browne, Will N. and Zhang, Mengjie},
title={A multi-objective particle swarm optimisation for filter-based feature selection in classification problems},
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volume={24},
number={2-3},
pages={91--116},
year={2012},
url={http://dx.doi.org/10.1080/09540091.2012.737765}
}
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author={Song, Andy and Zhang, Mengjie},
title={Genetic programming for detecting target motions},
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volume={24},
number={2-3},
pages={117--141},
year={2012},
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author={Al-Sahaf, Harith and Song, Andy and Neshatian, Kourosh and Zhang, Mengjie},
title={Two-Tier genetic programming: towards raw pixel-based image classification},
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volume={39},
number={16},
pages={12291--12301},
year={2012},
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author={Downey, Carlton and Zhang, Mengjie and Liu, Jing},
title={Parallel linear genetic programming for multi-class classification},
journal={Genetic Programming and Evolvable Machines},
volume={13},
number={3},
pages={275--304},
year={2012},
url={http://dx.doi.org/10.1007/s10710-012-9162-9}
}
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author={Chandra, Rohitash and Zhang, Mengjie},
title={Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction},
journal={Neurocomputing},
volume={86},
pages={116--123},
year={2012},
url={http://dx.doi.org/10.1016/j.neucom.2012.01.014}
}
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author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={On the issue of separability for problem decomposition in cooperative neuro-evolution},
journal={Neurocomputing},
volume={87},
pages={33--40},
year={2012},
url={http://dx.doi.org/10.1016/j.neucom.2012.02.005}
}
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author={Xie, Huayang and Zhang, Mengjie},
title={Impacts of sampling strategies in tournament selection for genetic programming},
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volume={16},
number={4},
pages={615--633},
year={2012},
url={http://dx.doi.org/10.1007/s00500-011-0760-x}
}
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author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks},
journal={Soft Computing},
volume={16},
number={6},
pages={1009--1020},
year={2012},
url={http://dx.doi.org/10.1007/s00500-011-0798-9}
}
@article{Neshatian2012AFilter,
author={Neshatian, Kourosh and Zhang, Mengjie and Andreae, Peter},
title={A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming},
journal={IEEE Trans. Evolutionary Computation},
volume={16},
number={5},
pages={645--661},
year={2012},
url={http://dx.doi.org/10.1109/TEVC.2011.2166158}
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author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Developing New Fitness Functions in Genetic Programming for Classification With Unbalanced Data},
journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B},
volume={42},
number={2},
pages={406--421},
year={2012},
url={http://dx.doi.org/10.1109/TSMCB.2011.2167144}
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@inproceedings{Xue2012SingleF,
author={Xue, Bing and Zhang, Mengjie and Browne, Will N.},
title={Single Feature Ranking and Binary Particle Swarm Optimisation Based Feature Subset Ranking for Feature Selection},
pages={27--36},
year={2012},
url={http://crpit.com/abstracts/CRPITV122Xue.html},
booktitle={Australian Computer Science Communications}
location={Melboune, Australia}
}
@inproceedings{Fu2012Automati,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection},
pages={144--155},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_13},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Ahmed2012Genetic,
author={Ahmed, Soha and Zhang, Mengjie and Peng, Lifeng},
title={Genetic Programming for Biomarker Detection in Mass Spectrometry Data},
pages={266--278},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_23},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Cervante2012ADimens,
author={Cervante, Liam and Xue, Bing and Shang, Lin and Zhang, Mengjie},
title={A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory},
pages={313--325},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_27},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Iqbal2012XCSRwit,
author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={XCSR with Computed Continuous Action},
pages={350--361},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_30},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Scoble2012LocalSe,
author={Scoble, Aaron and Johnston, Mark and Zhang, Mengjie},
title={Local Search in Parallel Linear Genetic Programming for Multiclass Classification},
pages={373--384},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_32},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Li2012Opponent,
author={Li, Ruobing and Li, Wenkai and Shang, Lin and 0001, Yang Gao and Zhang, Mengjie},
title={Opponent's Style Modeling Based on Situations for Bayesian Poker},
pages={385--396},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_33},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Abdulhamid2012Evolving,
author={Abdulhamid, Fahmi and Song, Andy and Neshatian, Kourosh and Zhang, Mengjie},
title={Evolving Genetic Programming classifiers with loop structures},
pages={2581--2588},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6252877},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Al-Sahaf2012Extracti,
author={Al-Sahaf, Harith and Song, Andy and Neshatian, Kourosh and Zhang, Mengjie},
title={Extracting image features for classification by two-tier genetic programming},
pages={567--574},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256412},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Cervante2012Binaryp,
author={Cervante, Liam and Xue, Bing and Zhang, Mengjie and Shang, Lin},
title={Binary particle swarm optimisation for feature selection: A filter based approach},
pages={881--888},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256452},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Fu2012Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic programming for edge detection via balancing individual training images},
pages={2597--2604},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6252879},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Fu2012Softedg,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Soft edge maps from edge detectors evolved by genetic programming},
pages={24--31},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256105},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Hunt2012Scalabil,
author={Hunt, Rachel and Neshatian, Kourosh and Zhang, Mengjie},
title={Scalability analysis of genetic programming classifiers},
pages={1416--1422},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256520},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Nguyen2012Acoevol,
author={Nguyen, Su and Zhang, Mengjie and Johnston, Mark and Tan, Kay Chen},
title={A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems},
pages={3261--3268},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6252968},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Rada-Vilela2012Aperfor,
author={Rada-Vilela, Juan and Zhang, Mengjie and Seah, Winston},
title={A performance study on the effects of noise and evaporation in Particle Swarm Optimization},
pages={873--880},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256451},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Setayesh2012Effects,
author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
title={Effects of static and dynamic topologies in Particle Swarm Optimisation for edge detection in noisy images},
pages={8--15},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256104},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Xue2012Newfitn,
author={Xue, Bing and Zhang, Mengjie and Browne, Will N.},
title={New fitness functions in binary particle swarm optimisation for feature selection},
pages={2145-2152},
year={2012},
url={http://dx.doi.org/10.1109/CEC.2012.6256617},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press}
}
@inproceedings{Neshatian2012Improvin,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Improving Relevance Measures Using Genetic Programming},
pages={97--108},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-29139-5_9},
booktitle={Proceedings of the 15th European Conference on Genetic Programming}
}
@inproceedings{Nguyen2012Evolving,
author={Nguyen, Su and Zhang, Mengjie and Johnston, Mark and Tan, Kay Chen},
title={Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming},
pages={121--133},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-29139-5_11},
booktitle={Proceedings of the 15th European Conference on Genetic Programming}
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@inproceedings{Xue2012Multi-ob,
author={Xue, Bing and Zhang, Mengjie and Browne, Will N.},
title={Multi-objective particle swarm optimisation (PSO) for feature selection},
pages={81--88},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330175},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
location={Philadelphia, USA}
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@inproceedings{Ebadi2012XCS-base,
author={Ebadi, Toktam and Zhang, Mengjie and Browne, Will N.},
title={XCS-based versus UCS-based feature pattern classification system},
pages={839--846},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330280},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
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location={Philadelphia, USA}
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@inproceedings{Fu2012Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic programming for edge detection using blocks to extract features},
pages={855--862},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330282},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
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location={Philadelphia, USA}
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@inproceedings{Iqbal2012Extracti,
author={Iqbal, Muhammad and Browne, Will N. and Zhang, Mengjie},
title={Extracting and using building blocks of knowledge in learning classifier systems},
pages={863--870},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330283},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Marzukhi2012Two-corn,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Two-cornered learning classifier systems for pattern generation and classification},
pages={895--902},
year={2012},
url={http://doi.acm.org/10.1145/2330163.2330287},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Setayesh2012Aspatia,
author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
title={A spatial random-meaningful neighbourhood topology in pso for edge detection in noisy images},
pages={1403--1404},
year={2012},
url={http://doi.acm.org/10.1145/2330784.2330953},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Fu2012Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic programming for edge detection based on figure of merit},
pages={1483--1484},
year={2012},
url={http://doi.acm.org/10.1145/2330784.2331003},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press},
location={Philadelphia, USA}
}
@inproceedings{Hindmarsh2012Genetic,
author={Hindmarsh, Samuel and Andreae, Peter and Zhang, Mengjie},
title={Genetic programming for improving image descriptors generated using the scale-invariant feature transform},
pages={85--90},
year={2012},
url={http://doi.acm.org/10.1145/2425836.2425855},
booktitle={IVCNZ},
location={Dunedin, New Zealand}
}
@inproceedings{Fu2012Multi-fr,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Multi-frequency transformation for edge detection},
pages={204--209},
year={2012},
url={http://doi.acm.org/10.1145/2425836.2425879},
booktitle={IVCNZ},
location={Dunedin, New Zealand}
}
@inproceedings{Shang2012Opinion,
author={Shang, Lin and Wang, Haipeng and Dai, Xinyu and Zhang, Mengjie},
title={Opinion Target Extraction for Short Comments},
pages={528--539},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-32695-0_47},
booktitle={Proceedings of 2012 Pacific Rim International Conference on Artificial Intelligence }
}
@inproceedings{Xue2012APartic,
author={Xue, Bing and Cervante, Liam and Shang, Lin and Zhang, Mengjie},
title={A Particle Swarm Optimisation Based Multi-objective Filter Approach to Feature Selection for Classification},
pages={673--685},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-32695-0_59},
booktitle={Proceedings of 2012 Pacific Rim International Conference on Artificial Intelligence }
}
@inproceedings{Fu2012Figureo,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection},
pages={22--31},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_3},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Chandra2012Applicat,
author={Chandra, Rohitash and Zhang, Mengjie and Peng, Lifeng},
title={Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements},
pages={178--187},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_18},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Rada-Vilela2012Evaporat,
author={Rada-Vilela, Juan and Zhang, Mengjie and Seah, Winston},
title={Evaporation Mechanisms for Particle Swarm Optimization},
pages={238--247},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_24},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Hunt2012AGeneti,
author={Hunt, Rachel and Neshatian, Kourosh and Zhang, Mengjie},
title={A Genetic Programming Approach to Hyper-Heuristic Feature Selection},
pages={320--330},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_32},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
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@inproceedings{Nguyen2012Automati,
author={Nguyen, Su and Zhang, Mengjie and Johnston, Mark and Tan, Kay Chen},
title={Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming},
pages={341--350},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_34},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@article{Neshatian2011Usingge,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Using genetic programming for context-sensitive feature scoring in classification problems},
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pages={183--207},
year={2011},
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@article{Chandra2011Encoding,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie and Omlin, Christian W.},
title={Encoding subcomponents in cooperative co-evolutionary recurrent neural networks},
journal={Neurocomputing},
volume={74},
number={17},
pages={3223--3234},
year={2011},
url={http://dx.doi.org/10.1016/j.neucom.2011.05.003}
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@article{Zhang2011GuestEd,
author={Zhang, Mengjie and Kirley, Michael and Li, Xiaodong},
title={Guest Editorial: special issue on evolutionary optimisation and learning},
journal={Soft Computing},
volume={15},
number={9},
pages={1671--1673},
year={2011},
url={http://dx.doi.org/10.1007/s00500-010-0609-8}
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@article{W.2011Particle,
author={Mohemmed, Ammar W. and Johnston, Mark and Zhang, Mengjie},
title={Particle swarm optimisation based AdaBoost for object detection},
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volume={15},
number={9},
pages={1793--1805},
year={2011},
url={http://dx.doi.org/10.1007/s00500-010-0615-x}
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@article{Xie2011Depth-co,
author={Xie, Huayang and Zhang, Mengjie},
title={Depth-control strategies for crossover in tree-based genetic programming},
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volume={15},
number={9},
pages={1865--1878},
year={2011},
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@inproceedings{Bhowan2011Ensemble,
author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data},
pages={192--202},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_20},
volume={7106},
publisher={Springer},
booktitle={Australasian Conference on Artificial Intelligence}
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@inproceedings{Fu2011Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic Programming for Edge Detection Based on Accuracy of Each Training Image},
pages={301--310},
year={2011},
volume={7106},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_31},
booktitle={Australasian Conference on Artificial Intelligence}
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@inproceedings{Hunt2011Improvin,
author={Hunt, Rachel and Johnston, Mark and Zhang, Mengjie},
title={Improving Robustness of Multiple-Objective Genetic Programming for Object Detection},
pages={311--320},
year={2011},
volume={7106},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_32},
booktitle={Australasian Conference on Artificial Intelligence}
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@inproceedings{Scoble2011Eliminat,
author={Scoble, Aaron and Johnston, Mark and Zhang, Mengjie},
title={Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming},
pages={341--350},
volume={7106},
publisher={Springer},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_35},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Wei2011Simplex,
author={Wei, Jingxuan and Zhang, Mengjie},
title={Simplex Model Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization},
pages={372--381},
volume={7106},
publisher={Springer},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_38},
booktitle={Australasian Conference on Artificial Intelligence}
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@inproceedings{Setayesh2011Investig,
author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
title={Investigating Particle Swarm Optimisation Topologies for Edge Detection in Noisy Images},
pages={609--618},
volume={7106},
publisher={Springer},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_62},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Atkins2011Adomain,
author={Atkins, Daniel L. and Neshatian, Kourosh and Zhang, Mengjie},
title={A domain independent Genetic Programming approach to automatic feature extraction for image classification},
pages={238--245},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949624},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Setayesh2011Edgedet,
author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
title={Edge detection using constrained discrete particle swarm optimisation in noisy images},
pages={246--253},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949625},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Fu2011Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic programming for edge detection: A global approach},
pages={254--261},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949626},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Friedlander2011Meta-lea,
author={Friedlander, Anna and Neshatian, Kourosh and Zhang, Mengjie},
title={Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting},
pages={941--948},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949719},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Downey2011Executio,
author={Downey, Carlton and Zhang, Mengjie},
title={Execution trace caching for Linear Genetic Programming},
pages={1186--1193},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949751},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Wei2011Amemeti,
author={Wei, Jingxuan and Zhang, Mengjie},
title={A memetic particle swarm optimization for constrained multi-objective optimization problems},
pages={1636--1643},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949811},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Downey2011Parallel,
author={Downey, Carlton and Zhang, Mengjie},
title={Parallel Linear Genetic Programming},
pages={178--189},
publisher={Springer},
address={Torino, Italy},
volume={6621},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-20407-4_16},
booktitle={Proceedings of the 14th European Conference on Genetic Programming}
}
@inproceedings{Fu2011AHybrid,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={A Hybrid Particle Swarm Optimisation with Differential Evolution Approach to Image Segmentation},
pages={173--182},
year={2011},
volume={6624},
location={Torino, Italy},
url={http://dx.doi.org/10.1007/978-3-642-20525-5_18},
booktitle={EvoApplications (1)}
}
@inproceedings{Kukenys2011Transpar,
author={Kukenys, Ignas and Browne, Will N. and Zhang, Mengjie},
title={Transparent, Online Image Pattern Classification Using a Learning Classifier System},
pages={183--193},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-20525-5_19},
booktitle={EvoApplications (1)}
}
@inproceedings{Rada-Vilela2011Aperfor,
author={Rada-Vilela, Juan and Zhang, Mengjie and Seah, Winston},
title={A performance study on synchronous and asynchronous updates in particle swarm optimization},
pages={21--28},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001581},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Setayesh2011Detectio,
author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
title={Detection of continuous, smooth and thin edges in noisy images using constrained particle swarm optimisation},
pages={45--52},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001584},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Fu2011Hybridp,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Hybrid particle swarm optimisation based on history information sharing},
pages={77--84},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001588},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Wei2011Attracti,
author={Wei, Jingxuan and Zhang, Mengjie},
title={Attraction based PSO with sphere search for dynamic constrained multi-objective optimization problems},
pages={77--78},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2001904},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}
@inproceedings{Kukenys2011Confusio,
author={Kukenys, Ignas and Browne, Will N. and Zhang, Mengjie},
title={Confusion matrices for improving performance of feature pattern classifier systems},
pages={181--182},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2001959},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}
@inproceedings{Downey2011Caching,
author={Downey, Carlton and Zhang, Mengjie},
title={Caching for parallel linear genetic programming},
pages={201--202},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2001970},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}
@inproceedings{Iqbal2011Automati,
author={Iqbal, Muhammad and Zhang, Mengjie and Browne, Will N.},
title={Automatically defined functions for learning classifier systems},
pages={375--382},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2002022},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}
@inproceedings{Nguyen2011Ageneti,
author={Nguyen, Su and Zhang, Mengjie and Johnston, Mark},
title={A genetic programming based hyper-heuristic approach for combinatorial optimisation},
pages={1299--1306},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001752},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Bhowan2011Evolving,
author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Evolving ensembles in multi-objective genetic programming for classification with unbalanced data},
pages={1331--1338},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001756},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Al-Sahaf2011Automati,
author={Al-Sahaf, Harith and Neshatian, Kourosh and Zhang, Mengjie},
title={Automatic feature extraction and image classification using genetic programming},
pages={157--162},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144874},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Marzukhi2011Developi,
author={Marzukhi, Syahaneim and Browne, Will N. and Zhang, Mengjie},
title={Developing an evolvable pattern generator using learning classifier systems},
pages={163--168},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144875},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Abdulhamid2011Genetic,
author={Abdulhamid, Fahmi and Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic programming for evolving programs with loop structures for classification tasks},
pages={202--207},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144882},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Rada-Vilela2011RandomA,
author={Rada-Vilela, Juan and Zhang, Mengjie and Seah, Winston},
title={Random Asynchronous PSO},
pages={220--225},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144885},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Chandra2011Amemeti,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={A memetic framework for cooperative coevolution of recurrent neural networks},
pages={673--680},
year={2011},
url={http://dx.doi.org/10.1109/IJCNN.2011.6033286},
booktitle={Proceedings of 2011 the International Joint Conference on Neural Networks},
location={San Jose, California},
organization={IEEE Press}
}
@inproceedings{Chandra2011Modulari,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={Modularity adaptation in cooperative coevolution of feedforward neural networks},
pages={681--688},
year={2011},
url={http://dx.doi.org/10.1109/IJCNN.2011.6033287},
booktitle={Proceedings of 2011 the International Joint Conference on Neural Networks},
location={San Jose, California},
organization={IEEE Press}
}
@inproceedings{Bhowan2010ACompar,
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data},
pages={243--252},
year={2010},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_25},
booktitle={Proceedings of the 23rd Australasian Conference on Artificial Intelligence}
}
@inproceedings{Chandra2010AnEncod,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks},
pages={253--262},
year={2010},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_26},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Hunt2010Sampling,
author={Hunt, Rachel and Johnston, Mark and Browne, Will N. and Zhang, Mengjie},
title={Sampling Methods in Genetic Programming for Classification with Unbalanced Data},
pages={273--282},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
year={2010},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_28},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Fu2010HybridP,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Hybrid Particle Swarm Optimisation Algorithms Based on Differential Evolution and Local Search},
pages={313--322},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
year={2010},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_32},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Setayesh2010Edgeand,
author={Setayesh, Mahdi and Johnston, Mark and Zhang, Mengjie},
title={Edge and Corner Extraction Using Particle Swarm Optimisation},
pages={323--333},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
year={2010},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_33},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{L.2010Evolutio,
author={Atkins, Daniel L. and Klapaukh, Roman and Browne, Will N. and Zhang, Mengjie},
title={Evolution of aesthetically pleasing images without human-in-the-loop},
pages={2194--2201},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586283},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Kinzett2010Investig,
author={Kinzett, David and Zhang, Mengjie and Johnston, Mark},
title={Investigation of simplification threshold and noise level of input data in numerical simplification of genetic programs},
pages={3065--3072},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586181},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Larres2010Usingun,
author={Larres, Jan and Zhang, Mengjie and Browne, Will N.},
title={Using unrestricted loops in genetic programming for image classification},
pages={4600--4607},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586305},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Liddle2010MultiOb,
author={Liddle, Thomas and Johnston, Mark and Zhang, Mengjie},
title={Multi-Objective Genetic Programming for object detection},
pages={3345--3352},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586072},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Song2010Contribu,
author={Song, Andy and Chen, Dunhai and Zhang, Mengjie},
title={Contribution based bloat control in Genetic Programming},
pages={1725--1732},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586372},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
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author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={Genetic Programming for Classification with Unbalanced Data},
pages={1--13},
year={2010},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
url={http://dx.doi.org/10.1007/978-3-642-12148-7_1},
booktitle={Proceedings of the 13th European Conference on Genetic Programming}
}
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author={Johnston, Mark and Liddle, Thomas and Zhang, Mengjie},
title={A Relaxed Approach to Simplification in Genetic Programming},
pages={110--121},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
year={2010},
url={http://dx.doi.org/10.1007/978-3-642-12148-7_10},
booktitle={Proceedings of the 13th European Conference on Genetic Programming}
}
@inproceedings{Kinzett2010Analysis,
author={Kinzett, David and Zhang, Mengjie and Johnston, Mark},
title={Analysis of Building Blocks with Numerical Simplification in Genetic Programming},
pages={289--300},
year={2010},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
url={http://dx.doi.org/10.1007/978-3-642-12148-7_25},
booktitle={Proceedings of the 13th European Conference on Genetic Programming}
}
@inproceedings{Azlina2010Particle,
author={Nor and Mohemmed, Ammar W. and Zhang, Mengjie},
title={Particle Swarm Optimization for Coverage Maximization and Energy Conservation in Wireless Sensor Networks},
pages={51--60},
year={2010},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
url={http://dx.doi.org/10.1007/978-3-642-12242-2_6},
booktitle={EvoApplications (2)}
}
@inproceedings{W.2010Particle,
author={Mohemmed, Ammar W. and Zhang, Mengjie and Browne, Will N.},
title={Particle swarm optimisation for outlier detection},
pages={83--84},
year={2010},
url={http://doi.acm.org/10.1145/1830483.1830498},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Portland, USA},
organization={ACM}
}
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title={A new homogeneity-based approach to edge detection using PSO},
author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={231--236},
year={2009},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5378404},
location={Wellington, New Zealand},
organization={IEEE Press}
}
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title={Dimensionality reduction in face detection: A genetic programming approach},
author={Neshatian, Kourosh and Zhang, Mengjie},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={391--396},
year={2009},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5378375},
location={Wellington, New Zealand},
organization={IEEE}
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title={Multiclass object classification for computer vision using Linear Genetic Programming},
author={Downey, Carlton and Zhang, Mengjie},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={73--78},
year={2009},
organization={IEEE},
location={Wellington, New Zealand},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5378356}
}
@inproceedings{bhowan2009genetic,
title={Genetic programming for image classification with unbalanced data},
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={316--321},
year={2009},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Bhowan2010AUCanal,
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data},
pages={845--852},
year={2010},
url={http://doi.acm.org/10.1145/1830483.1830639},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Portland, USA},
organization={ACM}
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author={Downey, Carlton and Zhang, Mengjie and Browne, Will N.},
title={New crossover operators in linear genetic programming for multiclass object classification},
pages={885--892},
year={2010},
url={http://doi.acm.org/10.1145/1830483.1830644},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Portland, USA},
organization={ACM}
}
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author={Kirley, Michael and Zhang, Mengjie and Li, Xiaodong},
title={Special issue on simulated evolution and learning},
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volume={2},
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pages={149--150},
year={2009},
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author={Kinzett, David and Johnston, Mark and Zhang, Mengjie},
title={Numerical simplification for bloat control and analysis of building blocks in genetic programming},
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volume={2},
number={4},
pages={151--168},
year={2009},
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author={McGaughran, Daniel and Zhang, Mengjie},
title={Evolving More Representative Programs with Genetic Programming},
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year={2009},
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author={Xie, Huayang and Zhang, Mengjie},
title={An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms},
pages={63--72},
volume={5865},
publisher={Springer},
year={2009},
url={http://dx.doi.org/10.1007/978-3-642-10427-5_7},
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title={Multi-Objective Genetic Programming for Classification with Unbalanced Data},
pages={370--380},
year={2009},
volume={5866},
publisher={Springer},
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title={Unsupervised Elimination of Redundant Features Using Genetic Programming},
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year={2009},
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volume={5866},
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year={2009},
url={http://dx.doi.org/10.1007/978-3-642-10439-8_46},
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title={Particle Swarm Optimization based Adaboost for face detection},
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year={2009},
url={http://dx.doi.org/10.1109/CEC.2009.4983254},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press},
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title={Differentiating between individual class performance in Genetic Programming fitness for classification with unbalanced data},
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year={2009},
url={http://dx.doi.org/10.1109/CEC.2009.4983294},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press},
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pages={177--182},
year={2009},
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booktitle={International Symposium on Computational Intelligence in Robotics and Automation},
organization={IEEE Press}
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author={Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic Programming for Feature Subset Ranking in Binary Classification Problems},
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publisher={Springer},
location={Tübingen, Germany},
year={2009},
url={http://dx.doi.org/10.1007/978-3-642-01181-8_11},
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title={Particle swarm optimization based multi-prototype ensembles},
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booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
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year={2009},
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booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
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author={Neshatian, Kourosh and Zhang, Mengjie},
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year={2009},
url={http://doi.acm.org/10.1145/1569901.1570040},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
ISBN={978-1-60558-325-9}
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author={Song, Andy and Chen, Dunhai and Zhang, Mengjie},
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year={2009},
url={http://doi.acm.org/10.1145/1569901.1570221},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
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author={Zhang, Mengjie and Cagnoni, Stefano and Olague, Gustavo},
title={GECCO 2009 Tutorial: Evolutionary Computer Vision},
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year={2009},
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booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
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isbm={978-1-60558-505-5}
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author={Li, Li and Wang, Xiaodong and Zhang, Mengjie},
title={Robust Design about Container Terminal Logistics System},
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url={http://doi.ieeecomputersociety.org/10.1109/SSME.2009.110},
booktitle={SSME}
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@article{Zhang2008Genetic,
author={Zhang, Mengjie and Wong, Phillip},
title={Genetic programming for medical classification: a program simplification approach},
journal={Genetic Programming and Evolvable Machines},
volume={9},
number={3},
pages={229--255},
year={2008},
url={http://dx.doi.org/10.1007/s10710-008-9059-9}
}
@article{Gao2008Detectin,
author={Gao, Xiaoying and Le and Zhang, Mengjie},
title={Detecting data records in semi-structured web sites based on text token clustering},
journal={Integrated Computer-Aided Engineering},
volume={15},
number={4},
pages={297--311},
year={2008},
url={http://iospress.metapress.com/content/b3p4p11433h33365/}
}
@article{Zhang2008Explicit,
author={Zhang, Mengjie and Wong, Phillip},
title={Explicitly Simplifying Evolved Genetic Programs during Evolution},
journal={International Journal of Computational Intelligence and Applications},
volume={7},
number={2},
pages={201--232},
year={2008},
url={http://dx.doi.org/10.1142/S1469026808002247}
}
@article{Andreae2008Genetic,
author={Andreae, Peter and Xie, Huayang and Zhang, Mengjie},
title={Genetic Programming for detecting rhythmic stress in spoken English},
journal={KES Journal},
volume={12},
number={1},
pages={15--28},
year={2008},
url={http://iospress.metapress.com/content/k017m554023m5732/}
}
@inproceedings{Wong2008SCHEME:,
author={Wong, Phillip and Zhang, Mengjie},
title={SCHEME: Caching subtrees in genetic programming},
pages={2678--2685},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631158},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Neshatian2008Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic programming for performance improvement and dimensionality reduction of classification problems},
pages={2811--2818},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631175},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Xie2008Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={An analysis of the distribution of swapped subtree sizes in tree-based genetic programming},
pages={2859--2866},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631181},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{W.2008Evaluati,
author={Mohemmed, Ammar W. and Zhang, Mengjie},
title={Evaluation of particle swarm optimization based centroid classifier with different distance metrics},
pages={2929--2932},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631192},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{D.2008Empirica,
author={Smart, William D. and Zhang, Mengjie},
title={Empirical analysis of schemata in Genetic Programming using maximal schemata and MSG},
pages={2983--2990},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631200},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Xie2008Isthen,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter and Johnston, Mark},
title={Is the not-sampled issue in tournament selection critical?},
pages={3710--3717},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631300},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Neshatian2008Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems},
pages={242--253},
year={2008},
volume={4971},
publisher={Springer},
location={Naple, Italy},
url={http://dx.doi.org/10.1007/978-3-540-78671-9_21},
booktitle={Proceedings of the 11th European Conference on Genetic Programming}
}
@inproceedings{W.2008Cooperat,
author={Mohemmed, Ammar W. and Zhang, Mengjie and Sahoo, Nirod Chandra},
title={Cooperative Particle Swarm Optimization for the Delay Constrained Least Cost Path Problem},
pages={25--35},
year={2008},
volume={4972},
publisher={Springer},
location={Naple, Italy},
url={http://dx.doi.org/10.1007/978-3-540-78604-7_3},
booktitle={Proceedings of the Eighth European Conference on Evolutionary Computation in Combinatorial Optimisation European Conference on Genetic Programming, Lecture Notes in Computer Science}
}
@inproceedings{Chin2008ObjectD,
author={Chin, Barret and Zhang, Mengjie},
title={Object Detection Using Neural Networks and Genetic Programming},
pages={335--340},
year={2008},
url={http://dx.doi.org/10.1007/978-3-540-78761-7_34},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science}
}
@inproceedings{Xie2008Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter and Johnson, Mark},
title={An analysis of multi-sampled issue and no-replacement tournament selection},
pages={1323--1330},
year={2008},
url={http://doi.acm.org/10.1145/1389095.1389347},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Atlanta, USA},
organization={ACM Press},
}
@inproceedings{W.2008APSOBa,
author={Mohemmed, Ammar W. and Zhang, Mengjie and Johnston, Mark},
title={A PSO Based Adaboost Approach to Object Detection},
pages={81--90},
year={2008},
volume={5361},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-540-89694-4_9},
booktitle={Proceedings of the 2008 International Conference on Simulated Evolution And Learning},
}
@inproceedings{Kinzett2008UsingNu,
author={Kinzett, David and Zhang, Mengjie and Johnston, Mark},
title={Using Numerical Simplification to Control Bloat in Genetic Programming},
pages={493--502},
year={2008},
volume={5361},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-540-89694-4_50},
booktitle={Proceedings of the 2008 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Neshatian2008Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie and Andreae, Peter},
title={Genetic Programming for Feature Ranking in Classification Problems},
pages={544--554},
volume={5361},
publisher={Springer},
year={2008},
url={http://dx.doi.org/10.1007/978-3-540-89694-4_55},
booktitle={Proceedings of the 2008 International Conference on Simulated Evolution And Learning}
}
@proceedings{2008AI2008:,
title={AI 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings},
volume={5360},
year={2008},
publisher={Springer},
booktitle={Australasian Conference on Artificial Intelligence},
editor={Wayne Wobcke, Mengjie Zhang}
}
@inproceedings{zhang2002pixel,
title={Pixel Statistics Based Neural Networks for Domain Independent Multiclass Object Detection},
author={Zhang, Mengjie and Andreae, Peter and Chow, Roy},
booktitle={Proceedings of Image and Vision Computing New Zealand},
pages={279--284},
year={2002},
url={http://www.mcs.vuw.ac.nz/comp/Publications/CS-TR-02-15.abs.html},
}
@proceedings{2008Simulate,
title={Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings},
volume={5361},
year={2008},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-540-89694-4},
booktitle={Proceedings of the 2008 International Conference on Simulated Evolution And Learning},
editor={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}
}
@article{Zhang2007Alinear,
author={Zhang, Mengjie and Fogelberg, Christopher and Ma, Yuejin},
title={A linear structured approach and a refined fitness function in genetic programming for multi-class object classification},
journal={Connection Science},
volume={19},
number={4},
pages={339--359},
year={2007},
url={http://dx.doi.org/10.1080/09540090701725557}
}
@article{Zhang2007Improvin,
author={Zhang, Mengjie},
title={Improving Object Detection Performance with Genetic Programming},
journal={International Journal on Artificial Intelligence Tools},
volume={16},
number={5},
pages={849--873},
year={2007},
url={http://dx.doi.org/10.1142/S0218213007003576}
}
@article{Zhang2007ANewCr,
author={Zhang, Mengjie and Gao, Xiaoying and Lou, Weijun},
title={A New Crossover Operator in Genetic Programming for Object Classification},
journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B},
volume={37},
number={5},
pages={1332--1343},
year={2007},
url={http://doi.ieeecomputersociety.org/10.1109/TSMCB.2007.902043}
}
@inproceedings{Neshatian2007Feature,
author={Neshatian, Kourosh and Zhang, Mengjie and Johnston, Mark},
title={Feature Construction and Dimension Reduction Using Genetic Programming},
pages={160--170},
volume={4830},
publisher={Springer},
location={Gold Coast, Australia},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-76928-6_18},
booktitle={Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence}
}
@inproceedings{Patterson2007Fitness,
author={Patterson, Grant and Zhang, Mengjie},
title={Fitness Functions in Genetic Programming for Classification with Unbalanced Data},
pages={769--775},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-76928-6_90},
booktitle={Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence},
volume={4830},
publisher={Springer},
location={Gold Coast, Australia}
}
@inproceedings{Wong2007Effects,
author={Wong, Phillip and Zhang, Mengjie},
title={Effects of program simplification on simple building blocks in Genetic Programming},
pages={1570--1577},
year={2007},
url={http://dx.doi.org/10.1109/CEC.2007.4424660},
booktitle={IEEE Congress on Evolutionary Computation},
location={Singapore},
organization={IEEE Press},
}
@inproceedings{Xie2007Genetic,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Genetic Programming for New Zealand CPI Inflation Prediction},
pages={2538--2545},
year={2007},
url={http://dx.doi.org/10.1109/CEC.2007.4424790},
booktitle={IEEE Congress on Evolutionary Computation},
location={Singapore},
organization={IEEE Press},
}
@inproceedings{Xie2007Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={An analysis of depth of crossover points in tree-based Genetic Programming},
pages={4561--4568},
year={2007},
url={http://dx.doi.org/10.1109/CEC.2007.4425069},
booktitle={IEEE Congress on Evolutionary Computation},
location={Singapore},
organization={IEEE Press},
}
@inproceedings{D.2007Empirica,
author={Smart, William D. and Andreae, Peter and Zhang, Mengjie},
title={Empirical Analysis of GP Tree-Fragments},
pages={55--67},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-71605-1_6},
booktitle={Proceedings of the 2007 European Conference on Genetic Programming},
volume={4445},
publisher={Springer}
}
@inproceedings{Zhang2007Genetic,
author={Zhang, Mengjie and Fogelberg, Christopher},
title={Genetic Programming for Image Recognition: An LGP Approach},
pages={340--350},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-71805-5_37},
booktitle={Lecture Notes in Computer Science (IASP 2007)},
volume={4448},
publisher={Springer},
}
@inproceedings{Krawiec2007Overview,
author={Krawiec, Krzysztof and Howard, Daniel and Zhang, Mengjie},
title={Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques},
pages={779--784},
year={2007},
url={http://doi.ieeecomputersociety.org/10.1109/FBIT.2007.148},
booktitle={Proceedings of the 2007 International Conference Frontiers in the Convergence of Bioscience and Information Technologies},
location={Jeju Island, Korea},
organization={IEEE Press},
}
@inproceedings{Xie2007Another,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Another investigation on tournament selection: modelling and visualisation},
pages={1468--1475},
year={2007},
url={http://doi.acm.org/10.1145/1276958.1277226},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
}
@inproceedings{Xie2007Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={An analysis of constructive crossover and selection pressure in genetic programming},
pages={1739--1748},
year={2007},
url={http://doi.acm.org/10.1145/1276958.1277297},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
}
@inproceedings{Lee-Ming2007Numerica,
author={Wong, Phillip Lee-Ming and Zhang, Mengjie},
title={Numerical-node building block analysis of genetic programming with simplification},
pages={1761},
year={2007},
url={http://doi.acm.org/10.1145/1276958.1277311},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
}
@inproceedings{Gao2007Automati,
author={Gao, Xiaoying and Vuong, Le Phong Bao and Zhang, Mengjie},
title={Automatic Data Record Detection in Web Pages},
pages={349--361},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-76719-0_35},
booktitle={Proceedings of the Second International Conference on Knowledge Science, Engineering and Management, Lecture Notes in Computer Science},
volume={4798},
publisher={Springer},
location={Melbourne Australia}
}
@article{Zhang2006Genetic,
author={Zhang, Mengjie and Lett, Malcolm},
title={Genetic Programming for Object Detection: Improving Fitness Functions and Optimising Training Data},
journal={IEEE Intelligent Informatics Bulletin},
volume={7},
number={1},
pages={12--21},
pdf={http://www.comp.hkbu.edu.hk/~cib/2006/Dec/iib_vol7no1_article2.pdf},
year={2006}
}
@article{Zhang2006UsingGa,
author={Zhang, Mengjie and Smart, William D.},
title={Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification},
journal={Pattern Recognition Letters},
volume={27},
number={11},
pages={1266--1274},
year={2006},
url={http://dx.doi.org/10.1016/j.patrec.2005.07.024}
}
@inproceedings{Gao2006Informat,
author={Gao, Xiaoying and Zhang, Mengjie},
title={Information Extraction from A Whole Web Site},
pages={52--57},
year={2006},
url={http://www.booksonline.iospress.nl/Content/View.aspx?piid=1506},
booktitle={Proceedings of The fourth International Conference on Active Media Technology, Advances in Intelligent IT: Active Media Technology},
series={Frontiers in Artificial Intelligence and Applications}
volume={138},
publisher={IOS Press.}
}
@inproceedings{Zhang2006GPforO,
author={Zhang, Mengjie and Gao, Xiaoying and Lou, Weijun},
title={GP for Object Classification: Brood Size in Brood Recombination Crossover},
pages={274--284},
volume={4304},
publisher={Springer},
year={2006},
url={http://dx.doi.org/10.1007/11941439_31},
booktitle={Proceedings of the 19th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science}
}
@inproceedings{Gao2006TreeWrap,
author={Gao, Xiaoying and Zhang, Mengjie and Cao, Minh Duc},
title={TreeWrapper: Automatic Data Extraction Based on Tree Representation},
pages={566--576},
year={2006},
url={http://dx.doi.org/10.1007/11941439_61},
booktitle={Proceedings of the 19th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science},
volume={4304},
publisher={Springer}
}
@inproceedings{Xie2006Populati,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Population Clustering in Genetic Programming},
pages={190--201},
year={2006},
url={http://dx.doi.org/10.1007/11729976_17},
booktitle={Proceedings of the 2006 European Conference on Genetic Programming},
volume={3905},
publisher={Springer}
}
@inproceedings{Xie2006Genetic,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Genetic Programming for Automatic Stress Detection in Spoken English},
pages={460--471},
year={2006},
url={http://dx.doi.org/10.1007/11732242_41},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science},
volume={3907},
publisher={Springer}
}
@inproceedings{Zhang2006Localisa,
author={Zhang, Mengjie and Lett, Malcolm},
title={Localisation Fitness in GP for Object Detection},
pages={472--483},
year={2006},
volume={3907},
publisher={Springer},
url={http://dx.doi.org/10.1007/11732242_42},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science}
}
@inproceedings{Wong2006Algebrai,
author={Wong, Phillip and Zhang, Mengjie},
title={Algebraic simplification of GP programs during evolution},
pages={927--934},
year={2006},
url={http://doi.acm.org/10.1145/1143997.1144156},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Zhang2006NeuralN,
author={Zhang, Mengjie and Gao, Xiaoying and Cao, Minh Duc and Ma, Yuejin},
title={Neural Networks for Scientific Paper Classification},
pages={51--54},
year={2006},
url={http://doi.ieeecomputersociety.org/10.1109/ICICIC.2006.319},
booktitle={International Conference on Innovative Computing, Information and Control (2)},
location={Beijing, China},
organization={IEEE Press}
}
@inproceedings{Xie2006Automati,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Automatic Selection Pressure Control in Genetic Programming},
pages={435--440},
year={2006},
url={http://doi.ieeecomputersociety.org/10.1109/ISDA.2006.116},
booktitle={Proceedings of the sixth International Conference on Intelligent System Design and Applications (1)},
location={Beijing, China},
organization={IEEE Press}
}
@inproceedings{zhang2004multiple,
title={A multiple-output program tree structure in genetic programming},
author={Zhang, Yun and Zhang, Mengjie},
booktitle={Proceedings of 2004 Asia-Pacific Workshop on Genetic Programming},
year={2004},
editor={R. McKay}
pages={12}
}
@inproceedings{smart2004multiple,
title={Continuously Evolving Programs in Genetic Programming Using Gradient Descent},
author={Smart, Will and Zhang, Mengjie},
booktitle={Proceedings of 2004 Asia-Pacific Workshop on Genetic Programming},
year={2004},
editor={R. McKay}
pages={16}
}
@inproceedings{smart2004tracking,
title={Tracking Object Positions in Real-time Video using Genetic Programming},
author={Smart, Will and Zhang, Mengjie},
booktitle={Proceedings of Image and Vision Computing International Conference},
pages={113--118},
year={2004}
}
@inproceedings{lett2004new,
title={New fitness functions in genetic programming for object detection},
author={Lett, Malcolm and Zhang, Mengjie},
booktitle={Proceeding of Image and Vision Computing International Conference, Akaroa, New Zealand, Lincoln, Landcare Research},
pages={441--446},
year={2004}
}
@inproceedings{zhang2004new,
title={A New Program Structure in Genetic Programming for Object Classification},
author={Zhang, Yun and Zhang, Mengjie},
booktitle={Proceeding of Image and Vision Computing NZ International Conference},
pages={459},
year={2004},
pdf={http://homepages.mcs.vuw.ac.nz/~mengjie/papers/1052-yun-meng-ivcnz04.pdf}
}
@inproceedings{Zhang2006Modellin,
author={Zhang, Mengjie and Gao, Xiaoying and Cao, Minh Duc and Ma, Yuejin},
title={Modelling Citation Networks for Improving Scientific Paper Classification Performance},
pages={413--422},
year={2006},
url={http://dx.doi.org/10.1007/11801603_45},
booktitle={Proceedings of 2006 Pacific Rim International Conference on Artificial Intelligence },
volume={4099},
publisher={Springer}
}
@inproceedings{Zhang2006Investig,
author={Zhang, Mengjie and Gao, Xiaoying and Lou, Weijun and Qian, Dongping},
title={Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition},
pages={923--928},
year={2006},
url={http://dx.doi.org/10.1007/11801603_107},
booktitle={Proceedings of 2006 Pacific Rim International Conference on Artificial Intelligence },
volume={4099},
publisher={Springer}
}
@inproceedings{Zhang2006OnlineP,
author={Zhang, Mengjie and Wong, Phillip and Qian, Dongping},
title={Online Program Simplification in Genetic Programming},
pages={592--600},
year={2006},
url={http://dx.doi.org/10.1007/11903697_75},
booktitle={Proceedings of the 6th International Conference on Simulated Evolution And Learning},
volume={4247},
publisher={Springer}
}
@inproceedings{Zhang2006Refining,
author={Zhang, Mengjie and Lett, Malcolm and Ma, Yuejin},
title={Refining Fitness Functions and Optimising Training Data in GP for Object Detection},
pages={601--608},
year={2006},
url={http://dx.doi.org/10.1007/11903697_76},
booktitle={Proceedings of the 6th International Conference on Simulated Evolution And Learning},
volume={4247},
publisher={Springer}
}
@inproceedings{Phong2006DataExt,
author={Le and Gao, Xiaoying and Zhang, Mengjie},
title={Data Extraction from Semi-structured Web Pages by Clustering},
pages={374--377},
year={2006},
url={http://doi.ieeecomputersociety.org/10.1109/WI.2006.57},
booktitle={Web Intelligence 2006: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence},
location={Hong Kong},
organization={IEEE Press}
}
@inproceedings{qian2006digit,
title={A digit recognition system for paper currency identification based on virtual instruments},
author={Qian, Ji and Qian, Dongping and Zhang, Mengjie},
booktitle={Information and Automation, 2006. ICIA 2006. International Conference on},
pages={228--233},
year={2006},
organization={IEEE},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4250207},
}
@article{Qian2005Anewap,
author={Wang, Dong Qian and Zhang, Mengjie},
title={A new approach to multiple class pattern classification with random matrices},
journal={Journal of Applied Mathematics and Decision Sciences},
volume={9},
number={3},
pages={165--175},
year={2005},
url={http://dx.doi.org/10.1155/JAMDS.2005.165}
}
@inproceedings{Fogelberg2005LinearG,
author={Fogelberg, Christopher and Zhang, Mengjie},
title={Linear Genetic Programming for Multi-class Object Classification},
pages={369--379},
year={2005},
url={http://dx.doi.org/10.1007/11589990_39},
booktitle={Proceedings of the 18th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science},
volume={3809},
publisher={Springer},
}
@inproceedings{Chen2005Evolving,
author={Chen, Guang and Zhang, Mengjie},
title={Evolving While-Loop Structures in Genetic Programming for Factorial and Ant Problems},
pages={1079--1085},
year={2005},
url={http://dx.doi.org/10.1007/11589990_144},
booktitle={Proceedings of the 18th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science},
volume={3809},
publisher={Springer},
}
@inproceedings{D.2005UsingGe,
author={Smart, William D. and Zhang, Mengjie},
title={Using Genetic Programming for Multiclass Classification by Simultaneously Solving Component Binary Classification Problems},
pages={227--239},
year={2005},
url={http://dx.doi.org/10.1007/978-3-540-31989-4_20},
booktitle={Proceedings of the 2005 European Conference on Genetic Programming},
volume={3447},
publisher={Springer},
}
@inproceedings{Zhang2005Learning,
author={Zhang, Mengjie and Smart, William D.},
title={Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition},
pages={417--427},
year={2005},
url={http://dx.doi.org/10.1007/978-3-540-32003-6_42},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science}
volume={3449},
publisher={Springer},
}
@inproceedings{Zhang2005Program,
author={Zhang, Mengjie and Zhang, Yun and Smart, William D.},
title={Program Simplification in Genetic Programming for Object Classification},
pages={988--996},
year={2005},
url={http://dx.doi.org/10.1007/11553939_139},
booktitle={KES (3)},
volume={3683},
publisher={Springer},
}
@incollection{Zhang2005MiningS,
author={Zhang, Mengjie},
title={Mining Small Objects in Large Images Using Neural Networks},
pages={277--303},
year={2005},
url={http://dx.doi.org/10.1007/11498186_16},
booktitle={Foundations of Data Mining and knowledge Discovery}
}
@article{Gao2004AKnowle,
author={Gao, Xiaoying and Zhang, Mengjie},
title={A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites},
journal={International Journal on Artificial Intelligence Tools},
volume={13},
number={3},
pages={721--738},
year={2004},
url={http://dx.doi.org/10.1142/S0218213004001764}
}
@article{Zhang2004NeuralN,
author={Zhang, Mengjie and Ciesielski, Victor},
title={Neural Networks And Genetic Algorithms For Domain Independent Multiclass Object Detection},
journal={International Journal of Computational Intelligence and Applications},
volume={4},
number={1},
pages={77--108},
year={2004},
url={http://dx.doi.org/10.1142/S146902680400115X}
}
@article{Gao2004Automati,
author={Gao, Xiaoying and Zhang, Mengjie and Andreae, Peter},
title={Automatic Pattern Construction For Web Information Extraction},
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author={Smart, William D. and Zhang, Mengjie},
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year={2004},
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number={7}
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author={Xie, Huayang and Andreae, Peter and Zhang, Mengjie and Warren, Paul},
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pages={145--150},
year={2004},
url={http://crpit.com/confpapers/CRPITV32Xie.pdf},
booktitle={Australian Computer Science Communications (Data mining, CRPIT 32)},
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number={7}
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volume={3005},
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year={2013},
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