BibTex Citations

@article{Setayesh2013Anovel,
  author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
  title={A novel particle swarm optimisation approach to detecting continuous, thin and smooth edges in noisy images},
  journal={Information Sciences (Journal, Elsevier)},
  volume={246},
  pages={28--51},
  year={2013},
  url={http://dx.doi.org/10.1016/j.ins.2013.05.031}
}


@article{xue2012particle,
  title={Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach},
  author={Xue, Bing and Zhang, Mengjie and Browne, Will},
  publisher={IEEE},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics (Part B)},
  url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6381531&tag=1},
  pdf={http://ieeexplore.ieee.org/ielx5/6221036/6352949/06381531.pdf?tp=&arnumber=6381531&isnumber=6352949},
  year = {2012}
}


@article{xue2012multi,
  title={A multi-objective particle swarm optimisation for filter-based feature selection in classification problems},
  author={Xue, Bing and Cervante, Liam and Shang, Lin and Browne, Will and Zhang, Mengjie},
  journal={Connection Science},
  volume={24},
  number={2-3},
  pages={91--116},
  year={2012},
  url={http://www.tandfonline.com/doi/abs/10.1080/09540091.2012.737765#.UgmuqpJTBjw},
  pdf={http://www.tandfonline.com/doi/pdf/10.1080/09540091.2012.737765},
  publisher={Taylor & Francis}
}


@article{W.2011Particle,
  author={Mohemmed, Ammar W. and Johnston, Mark and Zhang, Mengjie},
  title={Particle swarm optimisation based AdaBoost for object detection},
  journal={Soft Computing},
  volume={15},
  number={9},
  pages={1793--1805},
  year={2011},
  url={http://dx.doi.org/10.1007/s00500-010-0615-x}
}


@inproceedings{setayesh2009new,
  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}
}


@inproceedings{W.2009Particle,
  author={Mohemmed, Ammar W. and Johnston, Mark and Zhang, Mengjie},
  title={Particle swarm optimization based multi-prototype ensembles},
  pages={57--64},
  year={2009},
  url={http://doi.acm.org/10.1145/1569901.1569910},
  booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
  organization={ACM Press},
  ISBN={978-1-60558-325-9}
}


@inproceedings{evans2008particle,
  title={Particle swarm optimisation for object classification},
  author={Evans, Hamish and Zhang, Mengjie},
  booktitle={Image and Vision Computing New Zealand, 2008. IVCNZ 2008. 23rd International Conference},
  pages={1--6},
  year={2008},
  organization={IEEE},
  url-{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4762143}
}


@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{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{Cervante2013AMulti-,
  author={Cervante, Liam and Xue, Bing and Shang, Lin and Zhang, Mengjie},
  title={A Multi-objective Feature Selection Approach Based on Binary PSO and Rough Set Theory},
  pages={25--36},
  year={2013},
  url={http://dx.doi.org/10.1007/978-3-642-37198-1_3},
  booktitle={Proceedings of the 13th European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2013)}
}


@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={Proceedings of the 16th European Conference on Applications of Evolutionary Computation (EvoApplications 2013)}
}


@inproceedings{stevanovic2013feature,
  title={Feature selection based on PSO and decision-theoretic rough set model},
  author={Stevanovic, Aneta and Xue, Bing and Zhang, Mengjie},
  booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
  pages={2840--2847},
  year={2013},
  location={Cancun, Mexico},
  url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557914},
  organization={IEEE}
}


@inproceedings{xue2013pso,
  title={PSO for feature construction and binary classification},
  author={Xue, Bing and Zhang, Mengjie and Dai, Yan and Browne, Will N},
  booktitle={Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference},
  pages={137--144},
  year={2013},
  location={Amsterdam, The Netherlands},
  url={http://doi.acm.org/10.1145/2463372.2463376},
  organization={ACM}
}


@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}
}


@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{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{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}
}


@article{Rada-Vilela2013Aperfor,
  author={Rada-Vilela, Juan and Zhang, Mengjie and Seah, Winston},
  title={A performance study on synchronicity and neighborhood size in particle swarm optimization},
  journal={Soft Computing},
  volume={17},
  number={6},
  pages={1019--1030},
  year={2013},
  url={http://dx.doi.org/10.1007/s00500-013-1015-9}
}


@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{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{Rada-Vilela2012Evaporat,
  author={Rada-Vilela, Juan and Zhang, Mengjie and Seah, Winston},
  title={Evaporation Mechanisms for Particle Swarm Optimization},
  pages={238--247},
  location={Hanoi, Vietnam},
  volume={7676},
  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{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},
  location={Perth, Australia},
  year={2011},
  url={http://dx.doi.org/10.1007/978-3-642-25832-9_62},
  booktitle={Australasian Conference on Artificial Intelligence}
}


@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}
}


@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{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{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}
}


@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{cervante2013binary,
  title={Binary particle swarm optimisation and rough set theory for dimension reduction in classification},
  author={Cervante, Liam and Xue, Bing and Shang, Lin and Zhang, Mengjie},
  booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
  pages={2428--2435},
  year={2013},
  location={Cancun, Mexico},
  url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557860},
  organization={IEEE}
}


@inproceedings{rada2013resampling,
  title={Resampling in Particle Swarm Optimization},
  author={Rada-Vilela, Juan and Zhang, Mengjie and Johnston, Mark},
  booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
  pages={947--954},
  year={2013},
  url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557669},
  location={Cancun, Mexico},
  organization={IEEE}
}


@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}
}


@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{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{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{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{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{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{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{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{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{Wei2011Amemeti,
  author={Wei, Jingxuan and Zhang, Mengjie},
  title={A memetic particle swarm optimization for constrained multi-objective optimization problems},
  pages={1635--1642},
  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{macri2010particle,
  title={Particle swarm optimisation based AdaBoost for facial expression classification of still images},
  author={Macri, Lee and Browne, Will and Zhang, Mengjie},
  booktitle={Image and Vision Computing New Zealand (IVCNZ), 2010 25th International Conference of},
  pages={1--8},
  year={2010},
  location={Queenstown, New Zealand},
  url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6148799}
  organization={IEEE}
}


@inproceedings{setayesh2010improving,
  title={Improving edge detection using particle swarm optimisation},
  author={Setayesh, Mahdi and Zhang, Mengjie and Johnston, Mark},
  booktitle={Image and Vision Computing New Zealand (IVCNZ), 2010 25th International Conference of},
  pages={1--8},
  year={2010},
  url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6148810},
  location={Queenstown, New Zealand},
  organization={IEEE}
}


@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}
}


@inproceedings{mohammed2009Particle,
  author={Mohemmed, Ammar W. and Zhang, Mengjie and Johnston, Mark},
  title={Particle Swarm Optimization based Adaboost for face detection},
  pages={2494--2501},
  year={2009},
  url={http://dx.doi.org/10.1109/CEC.2009.4983254},
  booktitle={IEEE Congress on Evolutionary Computation},
  organization={IEEE Press},
}