@inproceedings{Bi2017automatic,
title={An automatic region detection and processing approach in genetic programming for binary image classification},
author={Bi, Ying and Zhang, Mengjie and Xue, Bing},
booktitle={2017 International Conference on Image and Vision Computing New Zealand (IVCNZ)},
pages={1--6},
year={2017},
doi={10.1109/IVCNZ.2017.8402469},
organization={IEEE}
}
@inproceedings{ONeilDamien2018CEC,
title={Particle Swarm Optimisation for Feature Selection and Weighting in High-Dimensional Clustering},
author={O'Neill, Damien and Lensen, Andrew and Xue, Bing and Zhang, Mengjie},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
doi={10.1109/CEC.2018.8477974},
organization={IEEE}
}
@inproceedings{BaiXiaohan2018CECpso,
title={Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining},
author={Bai, Xiaohan and Gao, Xiaoying and Xue, Bing},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
doi={10.1109/CEC.2018.8477773},
organization={IEEE}
}
@inproceedings{WangBin2018CECPSO,
title={Evolving deep convolutional neural networks by variable-length particle swarm optimization for image classification},
author={Wang, Bin and Sun, Yanan and Xue, Bing and Zhang, Mengjie},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
doi={10.1109/CEC.2018.8477735}
organization={IEEE}
}
@inproceedings{BiYingCEC2018GP,
title={Genetic programming for automatic global and local feature extraction to image classification},
author={Bi, Ying and Zhang, Mengjie and Xue, Bing},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
doi={10.1109/CEC.2018.8477911},
organization={IEEE}
}
@inproceedings{Azari2018SamanehCEC,
title={Genetic Programming for Preprocessing Tandem Mass Spectra to Improve the Reliability of Peptide Identification},
author={Azari, Samaneh and Zhang, Mengjie and Xue, Bing and Peng, Lifeng},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
doi={10.1109/CEC.2018.8477810},
organization={IEEE}
}
@inproceedings{EvansBenCEC2018EMLgp,
title={Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification},
author={Evans, Benjamin and Al-Sahaf, Harith and Xue, Bing and Zhang, Mengjie},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
Doi={10.1109/CEC.2018.8477933}
organization={IEEE}
}
@inproceedings{SunYananCEC2018autoencoder,
title={An experimental study on hyper-parameter optimization for stacked auto-encoders},
author={Sun, Yanan and Xue, Bing and Zhang, Mengjie and Yen, Gary G},
booktitle={2018 IEEE Congress on Evolutionary Computation (CEC)},
pages={1--8},
year={2018},
organization={IEEE}
}
@inproceedings{NguyengBachGECCO2018,
author = {Nguyen, Bach Hoai and Xue, Bing and Andreae, Peter},
title = {A Particle Swarm Optimization Based Feature Selection Approach to Transfer Learning in Classification},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
series = {GECCO '18},
year = {2018},
location = {Kyoto, Japan},
pages = {37--44}
}
@inproceedings{LensenGECCO2018,
title={Automatically evolving difficult benchmark feature selection datasets with genetic programming},
author={Lensen, Andrew and Xue, Bing and Zhang, Mengjie},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
pages={458--465},
year={2018},
organization={ACM}
}
@InProceedings{AinEtAlPRICAI2018,
author="Ain, Qurrat Ul
and Xue, Bing
and Al-Sahaf, Harith
and Zhang, Mengjie",
title="Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification",
booktitle="Pacific Rim International Conference on Artificial Intelligence (PRICAI 2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="732--745"
}
@article{FuEtAl2018CIMfastGP,
title={Fast Unsupervised Edge Detection Using Genetic Programming [Application Notes]},
author={Fu, Wenlong and Xu, Bing and Zhang, Mengjie and Johnston, Mark},
journal={IEEE Computational Intelligence Magazine},
volume={13},
number={4},
pages={46--58},
year={2018},
publisher={IEEE}
}
@ARTICLE{ChenEtAl2018SRMtevc,
author={Qi Chen and Bing Xue and Mengjie Zhang},
journal={IEEE Transactions on Evolutionary Computation},
title={Structural Risk Minimisation-Driven Genetic Programming for Enhancing Generalisation in Symbolic Regression},
year={2018},
volume={},
number={},
pages={14pp},
doi={10.1109/TEVC.2018.2881392}
}
@ARTICLE{TranEtAl2018TEVCvariablePSOfs,
author={Binh Tran and Bing Xue and Mengjie Zhang},
journal={IEEE Transactions on Evolutionary Computation},
title={Variable-Length Particle Swarm Optimisation for Feature Selection on High-Dimensional Classification},
year={2018},
volume={},
number={},
pages={14pp},
doi={10.1109/TEVC.2018.2869405}
}
@ARTICLE{ChenEtAl2018GSGP,
author={Qi Chen and Bing Xue and Mengjie Zhang},
journal={IEEE Transactions on Evolutionary Computation},
title={Improving Generalisation of Genetic Programming for Symbolic Regression with Angle-Driven Geometric Semantic Operators},
year={2018},
volume={},
number={},
pages={14}
doi={10.1109/TEVC.2018.2869621}
}
@article{SunEtAl2018tnnlsPSOAuEo,
title={A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification},
author={Sun, Yanan and Xue, Bing and Zhang, Mengjie and Yen, Gary G},
journal={IEEE transactions on neural networks and learning systems},
year={2018},
doi={DOI: 10.1109/TNNLS.2018.2881143},
publisher={IEEE}
}
@article{SunEtAl2018ManyPSO,
title={A New Two-stage Evolutionary Algorithm for Many-objective Optimization},
author={Sun, Yanan and Xue, Bing and Zhang, Mengjie and Yen, Gary G},
journal={IEEE Transactions on Evolutionary Computation},
year={2018},
publisher={IEEE}
doi ={DOI: 10.1109/TEVC.2018.2882166}
}
@InProceedings{FSinterpretableIDEAL2018,
author="Tall{\'o}n-Ballesteros, Antonio J.
and Tuba, Milan
and Xue, Bing
and Hashimoto, Takako",
title="Feature Selection and Interpretable Feature Transformation: A Preliminary Study on Feature Engineering for Classification Algorithms",
booktitle="Intelligent Data Engineering and Automated Learning (IDEAL 2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="280--287"
}
@inproceedings{Afzali2018IVCNZforeground,
title={Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection},
author={Afzali, Shima and Al-Sahaf, Harith and Xue, Bing and Hollitt, Christopher and Zhang, MengJie},
booktitle={2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)},
pages={1--9},
year={2018},
organization={IEEE}
}
@InProceedings{ONeillEtAltreeNNsGPai2018,
author="O'Neill, Damien
and Xue, Bing
and Zhang, Mengjie",
title="Co-evolution of Novel Tree-Like ANNs and Activation Functions: An Observational Study",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="616--629"
}
@InProceedings{TranEtAlmissingDataAI2018,
author="Tran, Cao Truong
and Zhang, Mengjie
and Xue, Bing
and Andreae, Peter",
title="Genetic Programming with Interval Functions and Ensemble Learning for Classification with Incomplete Data",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="577--589"
}
@InProceedings{LiuEtAlAI2018,
author="Liu, Yi
and Browne, Will N.
and Xue, Bing",
title="Hierarchical Learning Classifier Systems for Polymorphism in Heterogeneous Niches",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="397--409"
}
@InProceedings{Al-HelaliEtAlai2018,
author="Al-Helali, Baligh
and Chen, Qi
and Xue, Bing
and Zhang, Mengjie",
title="A Hybrid GP-KNN Imputation for Symbolic Regression with Missing Values",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="345--357"
}
@InProceedings{BiEtAlai2018,
author="Bi, Ying
and Xue, Bing
and Zhang, Mengjie",
title="A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="251--257"
}
@InProceedings{WangEtAlAI2018,
author="Wang, Bin
and Sun, Yanan
and Xue, Bing
and Zhang, Mengjie",
title="A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="237--250"
}
@InProceedings{AfzaliEtAlAI2018,
author="Afzali, Shima
and Al-Sahaf, Harith
and Xue, Bing
and Hollitt, Christopher
and Zhang, Mengjie",
title="A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="209--215"
}
@InProceedings{QurratAI2018multiTreeGP,
author="Ain, Qurrat Ul
and Al-Sahaf, Harith
and Xue, Bing
and Zhang, Mengjie",
title="A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features",
booktitle="31st Australasian Joint Conference on Artificial Intelligence (AI2018)",
year="2018",
publisher="Springer International Publishing",
address="Cham",
pages="111--123"
}
@article{Truong_ASCO2018,
title = {Improving performance of classification on incomplete data using feature selection and clustering},
journal = {Applied Soft Computing},
volume = {73},
pages = {848 - 861},
year = {2018},
issn = {1568-4946},
doi = {https://doi.org/10.1016/j.asoc.2018.09.026},
url = {http://www.sciencedirect.com/science/article/pii/S156849461830543X},
author = {Cao Truong Tran and Mengjie Zhang and Peter Andreae and Bing Xue and Lam Thu Bui},
keywords = {Incomplete data, Classification, Imputation, Clustering, Feature selection, Differential evolution}
}
@article{nguyen2018pso,
title={PSO with surrogate models for feature selection: static and dynamic clustering-based methods},
author={Nguyen, Hoai Bach and Xue, Bing and Andreae, Peter},
journal={Memetic Computing},
volume={10},
number={3},
pages={291--300},
year={2018},
publisher={Springer}
}
@article{tran2018effective,
title={An effective and efficient approach to classification with incomplete data},
author={Tran, Cao Truong and Zhang, Mengjie and Andreae, Peter and Xue, Bing and Bui, Lam Thu},
journal={Knowledge-Based Systems},
volume={154},
pages={1--16},
year={2018},
publisher={Elsevier}
}
@inproceedings{bi2018automatic,
title={An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming},
author={Bi, Ying and Xue, Bing and Zhang, Mengjie},
booktitle={International Conference on the Applications of Evolutionary Computation},
pages={421--438},
year={2018},
organization={Springer}
}
@inproceedings{liu2018adapting,
title={Adapting Bagging and Boosting to Learning Classifier Systems},
author={Liu, Yi and Browne, Will N and Xue, Bing},
booktitle={International Conference on the Applications of Evolutionary Computation},
pages={405--420},
year={2018},
organization={Springer}
}
@inproceedings{lensen2018generating,
title={Generating Redundant Features with Unsupervised Multi-Tree Genetic Programming},
author={Lensen, Andrew and Xue, Bing and Zhang, Mengjie},
booktitle={European Conference on Genetic Programming},
pages={84--100},
year={2018},
organization={Springer}
}
@article{Hancer2018KBS,
title = {Differential evolution for filter feature selection based on information theory and feature ranking},
journal = {Knowledge-Based Systems},
volume = {140},
pages = {103 -- 119},
year = {2018},
issn = {0950-7051},
doi = {https://doi.org/10.1016/j.knosys.2017.10.028},
author = {Emrah Hancer and Bing Xue and Mengjie Zhang}
}
@inproceedings{LensenSEAL2017,
author = {Andrew Lensen and Bing Xue and Mengjie Zhang},
title = {New Representations in Genetic Programming for Feature Construction in k-means Clustering},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning },
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {543--555},
publisher={Springer International Publishing}
}
@inproceedings{FuSEAL2017,
author = {Wenlong Fu and Bing Xue and Mengjie Zhang and Xiaoying Gao},
title = {Transductive Transfer Learning in Genetic Programming for Document Classification},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning },
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {556--568},
publisher={Springer International Publishing}
}
@inproceedings{TranBinhSEAL2017,
author = {Binh Tran and Stjepan Picek and Bing Xue},
title = {Automatic Feature Construction for Network Intrusion Detection},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning },
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {569--580},
publisher={Springer International Publishing}
}
@inproceedings{ChenQiSEAL2017,
author = {Qi Chen and Mengjie Zhang and Bing Xue},
title = {Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning },
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {422--434},
publisher={Springer International Publishing}
}
@inproceedings{NguyenHoaiSEAL2017,
author = {Hoai Bach Nguyen and Bing Xue and Peter Andreae},
title = {Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning},
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {591--604},
publisher={Springer International Publishing}
}
@inproceedings{YiLiuEtAlSEAL2017,
author = {Liu, Yi and Bing Xue and Will N. Browne},
title = {Visualisation and Optimisation of Learning Classifier Systems for Multiple Domain Learning},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning},
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {448--461},
publisher={Springer International Publishing}
}
@inproceedings{AlSahafEtAlSEAL2017,
author = {Harith Al-Sahaf and Bing Xue and Mengjie Zhang},
title = {A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors},
booktitle = {Proceedings of the 11th International Conference on Simulated Evolution and Learning},
series = {SEAL'17},
year = {2017},
volume={10593},
pages = {499--511},
publisher={Springer International Publishing}
}
@article{mei2017efficient,
title={An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming},
author={Mei, Yi and Nguyen, Su and Xue, Bing and Zhang, Mengjie},
journal={IEEE Transactions on Emerging Topics in Computational Intelligence},
volume={1},
number={5},
pages={339--353},
year={2017},
publisher={IEEE}
}
@Inbook{Hancer2018InformationSciences,
author={Emrah Hancer and Bing Xue and Mengjie Zhang and Dervis Karaboga and Bahriye Akay},
title={Pareto front feature selection based on artificial bee colony optimization},
journal = {Information Sciences},
volume = {422},
number = {Supplement C},
pages = {462 - 479},
year = {2018},
issn = {0020-0255},
doi = {https://doi.org/10.1016/j.ins.2017.09.028}
}
@Inbook{Tran2017ClusteringFC,
author={
},
title={},
bookTitle={11th International Conference on Simulated Evolution and Learning (SEAL 2017)},
volume={},
year={2017},
publisher={Springer International Publishing},
pages={}
}
@Inbook{TranEtAl2017AIfcClustering,
author={Tran, Binh
and Xue, Bing
and Zhang, Mengjie},
title={Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data},
bookTitle={30th Australasian Joint Conference on Artificial Intelligence (AI 2017)},
volume={10400},
year={2017},
publisher={Springer International Publishing},
pages={182--194}
}
@Inbook{HuoEtAl2017AImogp,
author={Huo, Jiatong
and Xue, Bing
and Shang, Lin
and Zhang, Mengjie},
title={Genetic Programming for Multi-objective Test Data Generation in Search Based Software Testing},
bookTitle={30th Australasian Joint Conference on Artificial Intelligence (AI 2017)},
volume={10400},
year={2017},year={2017},
publisher={Springer International Publishing},
pages={169--181}
}
@inproceedings{LensenEtAl2017GECCOgpgc,
author = {Lensen, Andrew and Xue, Bing and Zhang, Mengjie},
title = {GPGC: Genetic Programming for Automatic Clustering Using a Flexible Non-hyper-spherical Graph-based Approach},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
series = {GECCO'17},
year = {2017},
pages = {449--456}
}
@inproceedings{WangEtAl2017GECCOlinShang,
author = {Wang, Chengyan and Xue, Bing and Shang, Lin},
title = {PSO-based Parameters Selection for the Bilateral Filter in Image Denoising},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
series = {GECCO '17},
year = {2017},
pages = {51--58}
}
@inproceedings{TranEtAl2017GECCOinterval,
author = {Tran, Cao Truong and Zhang, Mengjie and Andreae, Peter and Xue, Bing},
title = {Genetic Programming Based Feature Construction for Classification with Incomplete Data},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
series = {GECCO '17},
year = {2017},
pages = {1033--1040},
publisher = {ACM}
}
@inproceedings{TranEtAl2017GECCOmultipleIM,
author = {Tran, Cao Truong and Zhang, Mengjie and Andreae, Peter and Xue, Bing},
title = {Multiple Imputation and Genetic Programming for Classification with Incomplete Data},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
series = {GECCO '17},
year = {2017},
pages = {521--528},
publisher = {ACM}
}
@inproceedings{ChenEtAl2017GECCOqi,
author = {Chen, Qi and Zhang, Mengjie and Xue, Bing},
title = {New Geometric Semantic Operators in Genetic Programming: Perpendicular Crossover and Random Segment Mutation},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
series = {GECCO '17},
year = {2017},
pages = {223--224}
}
@inproceedings{LensenEtAlGECCO2017,
author = {Lensen, Andrew and Xue, Bing and Zhang, Mengjie},
title = {Improving K-means Clustering with Genetic Programming for Feature Construction},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
series = {GECCO '17},
year = {2017}
pages = {237--238}
}
@inproceedings{NguyenEtAlGECCO2017HoaiBach,
author = {Hoai Bach Nguyen and Bing Xue and Hisao Ishibuchi and Peter Andreae and Mengjie Zhang},
title = {Multiple Reference Points MOEA/D for Feature Selection},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
series = {GECCO '17},
year = {2017},
pages = {157--158}
}
@inproceedings{AlSahafEtAlGECCO2017,
author = {Harith Al-Sahaf and Bing Xue and Mengjie Zhang},
title = {Evolving Texture Image Descriptors Using a Multitree Genetic Programming Representation},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
series = {GECCO '17},
year = {2017},
pages = {219--220}
}
@INPROCEEDINGS{PhillipsEtAlCEC2017Tessa,
author={Tessa Phillips and Mengjie Zhang and Bing Xue},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
title={Genetic programming for solving common and domain-independent generic recursive problems},
year={2017},
pages={1279-1286}
}
@INPROCEEDINGS{ONeillEtAlCEC2017DamienTL,
author={Damien O'Neill and Harith Al-Sahaf and Bing Xue and Mengjie Zhang},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
title={Common subtrees in related problems: A novel transfer learning approach for genetic programming},
year={2017},
pages={1287--1294}
}
@INPROCEEDINGS{NguyenEtAl2017CEC,
author={ Hoai Bach Nguyen and Bing Xue and Peter Andreae and Mengjie Zhang},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
title={Particle Swarm Optimisation with genetic operators for feature selection},
year={2017},
pages={286--293}
}
@INPROCEEDINGS{AinEtAlCEC2017,
author={Qurrat Ul Ain and Bing Xue and Harith. Al-Sahaf and Mengjie. Zhang},
booktitle={2017 IEEE Congress on Evolutionary Computation (CEC)},
title={Genetic programming for skin cancer detection in dermoscopic images},
year={2017},
pages={2420--2427}
}
@Article{XueGPEMbookReview2017,
author={Xue, Bing},
title={Sebastian Ventura and Jose Maria Luna: Pattern mining with evolutionary algorithms},
journal={Genetic Programming and Evolvable Machines},
year={2017},
volume={18},
number={3},
pages={407--409},
doi="10.1007/s10710-017-9306-z",
url="http://dx.doi.org/10.1007/s10710-017-9306-z"
}
@Inbook{Tran2017ClusteringFC,
author={Tran, Binh
and Xue, Bing
and Zhang, Mengjie},
title={Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data},
bookTitle={20th European Conference on Genetic Programming (EuroGP 2017)},
volume={10196},
year={2017},
publisher={Springer International Publishing},
pages={210--226}
}
@Inbook{ChenEtAlangleAwareCO2017,
author={Chen, Qi
and Xue, Bing
and Mei, Yi
and Zhang, Mengjie},
title={Geometric Semantic Crossover with an Angle-Aware Mating Scheme in Genetic Programming for Symbolic Regression},
bookTitle={20th European Conference on Genetic Programming (EuroGP 2017)},
volume={10196},
year={2017},
publisher={Springer International Publishing},
pages={229--245}
}
@Inbook{NguyenEtAl2017surrogateLS,
author={Nguyen, Hoai Bach
and Xue, Bing
and Andreae, Peter},
editor={Squillero, Giovanni
and Sim, Kevin},
title={Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification},
bookTitle={20th European Conference on Applications of Evolutionary Computation (EvoApplications 2017) Part I},
volume={10199},
year={2017},
publisher={Springer International Publishing},
pages={487--505}
}
@Inbook{TranEtAl2017TruongBagging,
author={Tran, Cao Truong
and Zhang, Mengjie
and Andreae, Peter
and Xue, Bing},
title={Bagging and Feature Selection for Classification with Incomplete Data},
bookTitle={20th European Conference on Applications of Evolutionary Computation (EvoApplications 2017) Part I},
volume={10199},
year={2017},
publisher={Springer International Publishing},
pages={471--486}
}
@Inbook{LensenEtAl2017PSO3Stage,
author={Lensen, Andrew
and Xue, Bing
and Zhang, Mengjie},
title={Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering},
bookTitle={20th European Conference on Applications of Evolutionary Computation (EvoApplications 2017) Part I},
volume={10199},
year={2017},
publisher={Springer International Publishing},
pages={538--554}
}
@ARTICLE{ChenEtAl2017FSgpSRTEVC,
author={Qi Chen and Mengjie Zhang and Bing Xue},
journal={IEEE Transactions on Evolutionary Computation},
title={Feature Selection to Improve Generalisation of Genetic Programming for High-Dimensional Symbolic Regression},
year={2017},
volume={21},
issue={5},
pages={792--806},
doi={DOI: 10.1109/TEVC.2017.2683489}
}
@Inbook{PRICAI2016Wang,
author={Wang, Jiaheng
and Xue, Bing
and Gao, Xiaoying
and Zhang, Mengjie},
title={A Differential Evolution Approach to Feature Selection and Instance Selection},
bookTitle={ Proceedings of 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016)},
year={2016},
publisher={Springer International Publishing},
pages={588--602},
doi={10.1007/978-3-319-42911-3_49}
}
@ARTICLE{IqbalEtAl2017TLGPPaperTEVC,
author={Muhammad Iqbal and Bing Xue and Harith Al-Sahaf and Mengjie Zhang},
journal={IEEE Transactions on Evolutionary Computation},
title={Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification},
year={2017},
volume={21},
issume ={4},
number={99},
pages={ 569 -- 587},
doi={10.1109/TEVC.2017.2657556}
}
@inproceedings{TranEtAlIES2016TruongMultiple,
title={Multiple Imputation and Ensemble Learning for Classification with Incomplete Data},
author={Tran, Cao Truong and Zhang, Mengjie and Andreae, Peter and Xue, Bing and Bui, Lam Thu},
booktitle={The 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES)},
pages={401--415},
year={2016},
organization={Springer}
}
@inproceedings{NguyenEtAl2016IESstickyPSO,
title={A Novel Binary Particle Swarm Optimization Algorithm and Its Applications on Knapsack and Feature Selection Problems},
author={Nguyen, Bach Hoai and Xue, Bing and Andreae, Peter},
booktitle={The 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES)},
pages={319--332},
year={2016},
organization={Springer}
}
@inproceedings{ChenEtAl2016IES,
title={Genetic Programming with Embedded Feature Construction for High-Dimensional Symbolic Regression},
author={Chen, Qi and Zhang, Mengjie and Xue, Bing},
booktitle={The 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES)},
pages={87--102},
year={2016},
organization={Springer}
}
@INPROCEEDINGS{TranEtAl2016ssci,
author={Binh Tran and Mengjie Zhang, and Bing Xue},
booktitle={IEEE Symposium Series on Computational Intelligence (SSCI)},
title={Multiple feature construction in classification on high-dimensional data using GP},
year={2016},
pages={1-8}
doi={10.1109/SSCI.2016.7850130}
}
@INPROCEEDINGS{XueEtAl2016ssciMitch,
author={Bing Xue and Mitchell Lane and Ivy Liu and Mengjie Zhang},
booktitle={2016 IEEE Symposium Series on Computational Intelligence (SSCI)},
title={Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information},
year={2016},
pages={1-8}
doi={10.1109/SSCI.2016.7850126}
}
@INPROCEEDINGS{LensenEtAlSSCI2016,
author={Andrew Lensen and Bing Xue and Mengjie Zhang},
booktitle={IEEE Symposium Series on Computational Intelligence (SSCI)},
title={Particle swarm optimisation representations for simultaneous clustering and feature selection},
year={2016},
pages={1-8}
doi={10.1109/SSCI.2016.7850124}
}
@INPROCEEDINGS{LensenEtAl2015IVCNZ,
author={Andrew Lensen and Harith Al-Sahaf and Mengjie Zhang and Bing Xue},
booktitle={2015 International Conference on Image and Vision Computing New Zealand (IVCNZ)},
title={A hybrid Genetic Programming approach to feature detection and image classification},
year={2015},
pages={1-6}
doi={10.1109/IVCNZ.2015.7761564}
}
@INPROCEEDINGS{PhillipsEtAlwcci2016recursive,
author={Tessa Phillips and Mengjie Zhang and Bing Xue},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
title={Genetic programming for evolving programs with recursive structures},
year={2016},
pages={5044-5051}}
@INPROCEEDINGS{IqbalEtAlwcci2016TLimages,
author={Muhammad Iqbal and Mengjie Zhang and Bing Xue},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
title={Improving classification on images by extracting and transferring knowledge in genetic programming},
year={2016},
pages={3582-3589}
}
@INPROCEEDINGS{HaslamEtAlwcci2016TL,
author={Edward Haslam and Bing Xue and Mengjie Zhang},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
title={Further investigation on genetic programming with transfer learning for symbolic regression},
year={2016},
pages={3598-3605}
}
@INPROCEEDINGS{TranEtAlWCCI2016bihn,
author={Bihn. Tran and Mengjie Zhang and Bing Xue},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
title={A PSO based hybrid feature selection algorithm for high-dimensional classification},
year={2016},
pages={3801-3808}
}
@INPROCEEDINGS{ChenEtAl2016WCCIqi,
author={Qi Chen and Bing Xue and Ben Niu and Mengjie Zhang},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
title={Improving generalisation of genetic programming for high-dimensional symbolic regression with feature selection},
year={2016},
pages={3793-3800}
}
@INPROCEEDINGS{XueAndZhangWCCI2016,
author={Bing Xue and Mengjie Zhang},
booktitle={2016 IEEE Congress on Evolutionary Computation (CEC)},
title={Evolutionary computation for feature manipulation: Key challenges and future directions},
year={2016},
pages={3061-3067}
}
@Article{Nguyen2016SoftComputing,
author={Nguyen, Hoai Bach
and Xue, Bing
and Liu, Ivy
and Andreae, Peter
and Zhang, Mengjie},
title={New mechanism for archive maintenance in PSO-based multi-objective feature selection},
journal={Soft Computing},
year={2016},
volume={20},
number={10},
pages={3927--3946}
doi={10.1007/s00500-016-2128-8}
}
@article{TranBinh2016ConnectionScience,
author = {Binh Tran and Bing Xue and Mengjie Zhang and Su Nguyen},
title = {Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias},
journal = {Connection Science},
volume = {28},
number = {3},
pages = {270--294},
year = {2016},
doi = {10.1080/09540091.2016.1185392},
URL = { http://dx.doi.org/10.1080/09540091.2016.1185392},
eprint = { http://dx.doi.org/10.1080/09540091.2016.1185392}
}
@Article{NguyenEtAl2016EIJ,
author={Nguyen, Hoai Bach
and Xue, Bing
and Andreae, Peter},
title={Mutual information for feature selection: estimation or counting?},
journal={Evolutionary Intelligence},
year={2016},
volume={9},
number={3},
pages={95--110}
}
@Article{TranEtalTruong2016,
author={Tran, Cao Truong
and Zhang, Mengjie
and Andreae, Peter
and Xue, Bing},
title={Improving performance for classification with incomplete data using wrapper-based feature selection},
journal={Evolutionary Intelligence},
year={2016},
volume={9},
number={3},
pages={81--94}
issn={1864-5917},
doi={10.1007/s12065-016-0141-6}
}
@ARTICLE{tevcImageDescriptorsbyGP2016,
author={H. Al-Sahaf and A. Al-Sahaf and B. Xue and M. Johnston and M. Zhang},
journal={IEEE Transactions on Evolutionary Computation},
title={Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming},
year={2017},
volume={21},
number={1},
pages={83-101},
doi={10.1109/TEVC.2016.2577548}
}
@Inbook{Ma2016,
author={Ma, Jianbin
and Xue, Bing
and Zhang, Mengjie},
editor={Chau, Michael
and Wang, Alan G.
and Chen, Hsinchun},
chapter={A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages},
title={Intelligence and Security Informatics: 11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings},
year={2016},
publisher={Springer International Publishing},
address={Cham},
pages={33--52},
isbn={978-3-319-31863-9},
doi={10.1007/978-3-319-31863-9_3},
url={http://dx.doi.org/10.1007/978-3-319-31863-9_3}
}
@inproceedings{XueAndZhangECF2016gecco,
author = {Zhang, Mengjie and Xue, Bing},
title = {Evolutionary Computation for Feature Selection and Feature Construction},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion},
series = {GECCO '16 Companion},
year = {2016},
isbn = {978-1-4503-4323-7},
location = {Denver, Colorado, USA},
pages = {861--881},
numpages = {21},
url = {http://doi.acm.org/10.1145/2908961.2927002},
doi = {10.1145/2908961.2927002},
acmid = {2927002},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {dimensionality reduction, feature construction, feature extraction, feature selection},
}
@Inbook{NguyenHoaiBach2016EvoApplications,
author={Nguyen, Hoai Bach
and Xue, Bing
and Andreae, Peter},
editor={Squillero, Giovanni
and Burelli, Paolo},
Volume = {9597},
title={Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization},
Booktitle={19th European Conference on Applications of Evolutionary Computation, EvoApplications 2016 Part I, Porto, Portugal, March 30 -- April 1, 2016},
year={2016},
publisher={Springer International Publishing},
address={Cham},
pages={719--736},
isbn={978-3-319-31204-0},
doi={10.1007/978-3-319-31204-0_46},
url={http://dx.doi.org/10.1007/978-3-319-31204-0_46}
}
@Inbook{TranTruong2016,
author={Tran, Cao Truong
and Zhang, Mengjie
and Andreae, Peter
and Xue, Bing},
editor={Squillero, Giovanni
and Burelli, Paolo},
Volume = {9597},
title={A Wrapper Feature Selection Approach to Classification with Missing Data},
Booktitle={19th European Conference on Applications of Evolutionary Computation, EvoApplications 2016 Part I, Porto, Portugal, March 30 -- April 1, 2016},
year={2016},
publisher={Springer International Publishing},
address={Cham},
pages={685--700},
isbn={978-3-319-31204-0},
doi={10.1007/978-3-319-31204-0_44},
url={http://dx.doi.org/10.1007/978-3-319-31204-0_44}
}
@Inbook{Tran2016,
author={Tran, Binh
and Xue, Bing
and Zhang, Mengjie},
editor={Squillero, Giovanni
and Burelli, Paolo},
title={Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features for High-Dimensional Classification},
Booktitle={19th European Conference on Applications of Evolutionary Computation Part I, EvoApplications 2016 Part I},
year={2016},
publisher={Springer International Publishing},
address={Cham},
Volume = {9597},
pages={701--718},
isbn={978-3-319-31204-0},
doi={10.1007/978-3-319-31204-0_45},
url={http://dx.doi.org/10.1007/978-3-319-31204-0_45}
}
@Inbook{Ahmed2016,
author={Ahmed, Soha
and Zhang, Mengjie
and Peng, Lifeng
and Xue, Bing},
editor={Squillero, Giovanni
and Burelli, Paolo},
title={A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data},
Booktitle={Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I},
year={2016},
Volume = { 9597},
publisher={Springer International Publishing},
pages={106--122},
isbn={978-3-319-31204-0},
doi={10.1007/978-3-319-31204-0_8},
url={http://dx.doi.org/10.1007/978-3-319-31204-0_8}
}
@incollection{lensen2016genetic,
title={Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data},
author={Lensen, Andrew and Al-Sahaf, Harith and Zhang, Mengjie and Xue, Bing},
booktitle={European Conference on Genetic Programming},
pages={51--67},
Volume = {9594},
year={2016},
publisher={Springer International Publishing}
}
@incollection{NguyenEtAl2016ACALCI,
Author = {Hoai bach Bguyen, Bing Xue and Mengjie Zhang},
Booktitle = {Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2016)},
Pages = {198--310},
Publisher = {Springer Berlin Heidelberg},
Series = {Lecture Notes in Computer Science},
Title = {A Subset Similarity Guided Method for Multi-objective Feature Selection},
Volume = {9592},
Year = {2016}}
@Article{TranEtAl2015GPfsfc,
author={Tran, Binh
and Xue, Bing
and Zhang, Mengjie},
title={Genetic programming for feature construction and selection in classification on high-dimensional data},
journal={Memetic Computing},
year={2015},
volume={8},
number={1},
pages={3--15}
}
@ARTICLE{SurveyFS2015,
author={Xue, B. and Zhang, M. and Browne, W.N. and Yao, X.},
journal={Evolutionary Computation, IEEE Transactions on},
title={A Survey on Evolutionary Computation Approaches to Feature Selection},
year={2015},
volume={PP},
number={99},
pages={1-1},
doi={10.1109/TEVC.2015.2504420},
ISSN={1089-778X}
}
@INPROCEEDINGS{filterWrapperCEC2015,
author={Butler-Yeoman, Tony and Xue, Bing and Zhang, Mengjie},
booktitle={Evolutionary Computation (CEC), 2015 IEEE Congress on},
title={Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach},
year={2015},
month={May},
doi={10.1109/CEC.2015.7257186},
pages={2428-2435},
}
@article{Hancer2015334,
title = {A binary \{ABC\} algorithm based on advanced similarity scheme for feature selection},
journal = {Applied Soft Computing},
volume = {36},
number = "",
pages = {334 -- 348},
year = {2015},
issn = {1568-4946},
doi = {http://dx.doi.org/10.1016/j.asoc.2015.07.023},
url = {http://www.sciencedirect.com/science/article/pii/S1568494615004639},
author = {Emrah Hancer and Bing Xue and Dervis Karaboga and Mengjie Zhang}
}
@INPROCEEDINGS{moabcCEC2015,
author={Hancer, Emrah and Xue, Bing and Zhang, Mengjie and Karaboga, Dervis and Akay, Bahriye},
booktitle={Evolutionary Computation (CEC), 2015 IEEE Congress on},
title={A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information},
year={2015},
month={May},
doi={10.1109/CEC.2015.7257185},
pages={2420-2427}
}
@INPROCEEDINGS{GAPSOtestDatacec2015,
author={Koleejan, Chahine and Xue, Bing and Zhang, Mengjie},
booktitle={Evolutionary Computation (CEC), 2015 IEEE Congress on},
title={Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation},
year={2015},
month={May},
pages={1204-1211}
}
@INPROCEEDINGS{GPgradientdecentSR2015,
author={Qi Chen, Bing Xue and Mengjie Zhang},
booktitle={Evolutionary Computation (CEC), 2015 IEEE Congress on},
title={Generalisation and Domain Adaptation in GP with Gradient Descent for Symbolic Regression},
year={2015},
month={May},
pages={1137-1144}
}
@ARTICLE{6381531,
author={Bing Xue and Mengjie Zhang and Browne, W.N.},
journal={Cybernetics, IEEE Transactions on},
title={Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach},
year={2013},
month={Dec},
volume={43},
number={6},
pages={1656-1671},
doi={10.1109/TSMCB.2012.2227469},
ISSN={2168-2267},}
@article{S1469026814500096,
author = {Xue, Bing and Cervante, Liam and Shang, Lin and Browne, Will N. and Zhang, Mengjie},
doi = {10.1142/S1469026814500096},
eprint = {http://www.worldscientific.com/doi/pdf/10.1142/S1469026814500096},
journal = {International Journal of Computational Intelligence and Applications},
number = {02},
pages = {1450009},
title = {Binary PSO and rough set theory for feature selection: a multi-objective filter based approach},
url = {http://www.worldscientific.com/doi/abs/10.1142/S1469026814500096},
volume = {13},
year = {2014}
}
@article{Xue2014261,
author = {Xue, Bing and Zhang, Mengjie and Browne, Will N.},
doi = {10.1016/j.asoc.2013.09.018},
issn = {1568-4946},
journal = {Applied Soft Computing},
keywords = {Particle swarm optimisation; Feature selection; Classification},
note = {},
number = {0},
pages = {261--276},
title = {Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms},
url = {http://www.sciencedirect.com/science/article/pii/S1568494613003128},
volume = {18},
year = {2014}
}
@article{XueFSdiscussions2015,
author = {Xue, Bing and Zhang, Mengjie and Browne, Will N.},
doi = {10.1142/S146902681550008X},
eprint = {http://www.worldscientific.com/doi/pdf/10.1142/S146902681550008X},
journal = {International Journal of Computational Intelligence and Applications},
number = {02},
pages = {1550008},
title = {A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification},
url = {http://www.worldscientific.com/doi/abs/10.1142/S146902681550008X},
volume = {14},
year = {2015}
}
@article{737765,
author = {Xue, Bing and Cervante, Liam and Shang, Lin and Browne, Will N. and Zhang, Mengjie},
doi = {10.1080/09540091.2012.737765},
eprint = {http://dx.doi.org/10.1080/09540091.2012.737765},
journal = {Connection Science},
number = {2-3},
pages = {91--116},
title = {A multi-objective particle swarm optimisation for filter-based feature selection in classification problems},
url = {http://dx.doi.org/10.1080/09540091.2012.737765},
volume = {24},
year = {2012}
}
@article{S0218213013500243,
author = {XUE, BING and CERVANTE, LIAM and SHANG, LIN and BROWNE, WILL N. and ZHANG, MENGJIE},
title = {MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS FOR FILTER BASED FEATURE SELECTION IN CLASSIFICATION},
journal = {International Journal on Artificial Intelligence Tools},
volume = {22},
number = {04},
pages = {1350024},
year = {2013},
doi = {10.1142/S0218213013500243},
URL = {http://www.worldscientific.com/doi/abs/10.1142/S0218213013500243},
eprint = {http://www.worldscientific.com/doi/pdf/10.1142/S0218213013500243}
}
@article{Niu201290,
title = "Bacterial foraging based approaches to portfolio optimization with liquidity risk ",
journal = "Neurocomputing ",
volume = "98",
number = "0",
pages = "90 - 100",
year = "2012",
note = "Bio-inspired computing and applications (LSMS-ICSEE ' 2010) ",
issn = "0925-2312",
doi = "http://dx.doi.org/10.1016/j.neucom.2011.05.048",
url = "http://www.sciencedirect.com/science/article/pii/S0925231212004420",
author = "Ben Niu and Yan Fan and Han Xiao and Bing Xue"
}
@incollection{Xue13563,
year={2014},
isbn={978-3-319-13562-5},
booktitle={Simulated Evolution and Learning},
volume={8886},
series={Lecture Notes in Computer Science},
editor={Dick, Grant and Browne, WillN. and Whigham, Peter and Zhang, Mengjie and Bui, LamThu and Ishibuchi, Hisao and Jin, Yaochu and Li, Xiaodong and Shi, Yuhui and Singh, Pramod and Tan, KayChen and Tang, Ke},
doi={10.1007/978-3-319-13563-2_44},
title={Multi-objective Feature Selection in Classification: A Differential Evolution Approach},
url={http://dx.doi.org/10.1007/978-3-319-13563-2_44},
publisher={Springer International Publishing},
keywords={Differential evolution; Feature selection; Multi-objective optimisation; Classification},
author={Xue, Bing and Fu, Wenlong and Zhang, Mengjie},
pages={516-528},
language={English}
}
@incollection{Xue13563PSO,
year={2014},
isbn={978-3-319-13562-5},
booktitle={Simulated Evolution and Learning},
volume={8886},
series={Lecture Notes in Computer Science},
editor={Dick, Grant and Browne, WillN. and Whigham, Peter and Zhang, Mengjie and Bui, LamThu and Ishibuchi, Hisao and Jin, Yaochu and Li, Xiaodong and Shi, Yuhui and Singh, Pramod and Tan, KayChen and Tang, Ke},
doi={10.1007/978-3-319-13563-2_48},
title={PSO and Statistical Clustering for Feature Selection: A New Representation},
url={http://dx.doi.org/10.1007/978-3-319-13563-2_48},
publisher={Springer International Publishing},
keywords={Particle swarm optimisation; Feature selection; Classification; Representation},
author={Nguyen, HoaiBach and Xue, Bing and Liu, Ivy and Zhang, Mengjie},
pages={569--581},
language={English}
}
@incollection{Xue13562High,
year={2014},
isbn={978-3-319-13562-5},
booktitle={Simulated Evolution and Learning},
volume={8886},
series={Lecture Notes in Computer Science},
editor={Dick, Grant and Browne, WillN. and Whigham, Peter and Zhang, Mengjie and Bui, LamThu and Ishibuchi, Hisao and Jin, Yaochu and Li, Xiaodong and Shi, Yuhui and Singh, Pramod and Tan, KayChen and Tang, Ke},
doi={10.1007/978-3-319-13563-2_43},
title={Improved PSO for Feature Selection on High-Dimensional Datasets},
url={http://dx.doi.org/10.1007/978-3-319-13563-2_43},
publisher={Springer International Publishing},
keywords={Particle swarm optimisation; Feature selection; Classification; High-dimensional data},
author={Tran, Binh and Xue, Bing and Zhang, Mengjie},
pages={503-515},
language={English}
}
@incollection{Tran13562,
year={2014},
isbn={978-3-319-13562-5},
booktitle={Simulated Evolution and Learning},
volume={8886},
series={Lecture Notes in Computer Science},
editor={Dick, Grant and Browne, WillN. and Whigham, Peter and Zhang, Mengjie and Bui, LamThu and Ishibuchi, Hisao and Jin, Yaochu and Li, Xiaodong and Shi, Yuhui and Singh, Pramod and Tan, KayChen and Tang, Ke},
doi={10.1007/978-3-319-13563-2_51},
title={Overview of Particle Swarm Optimisation for Feature Selection in Classification},
url={http://dx.doi.org/10.1007/978-3-319-13563-2_51},
publisher={Springer International Publishing},
keywords={Particle swarm optimisation; feature selection; evolutionary computation; classification},
author={Tran, Binh and Xue, Bing and Zhang, Mengjie},
pages={605-617},
language={English}
}
@incollection{Ahmed13562,
year={2014},
isbn={978-3-319-13562-5},
booktitle={Simulated Evolution and Learning},
volume={8886},
series={Lecture Notes in Computer Science},
editor={Dick, Grant and Browne, WillN. and Whigham, Peter and Zhang, Mengjie and Bui, LamThu and Ishibuchi, Hisao and Jin, Yaochu and Li, Xiaodong and Shi, Yuhui and Singh, Pramod and Tan, KayChen and Tang, Ke},
doi={10.1007/978-3-319-13563-2_50},
title={Genetic Programming for Measuring Peptide Detectability},
url={http://dx.doi.org/10.1007/978-3-319-13563-2_50},
publisher={Springer International Publishing},
author={Ahmed, Soha and Zhang, Mengjie and Peng, Lifeng and Xue, Bing},
pages={593-604},
language={English}
}
@incollection{Lane44319,
year={2014},
isbn={978-3-662-44319-4},
booktitle={Evolutionary Computation in Combinatorial Optimisation},
volume={8600},
series={Lecture Notes in Computer Science},
editor={Blum, Christian and Ochoa, Gabriela},
doi={10.1007/978-3-662-44320-0_12},
title={Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection},
url={http://dx.doi.org/10.1007/978-3-662-44320-0_12},
publisher={Springer Berlin Heidelberg},
keywords={Particle swarm optimisation; Gaussian distribution; Statistical clustering; Feature selection},
author={Lane, MitchellC. and Xue, Bing and Liu, Ivy and Zhang, Mengjie},
pages={133-144},
language={English}
}
@incollection{Xue45522,
year={2014},
isbn={978-3-662-45522-7},
booktitle={Applications of Evolutionary Computation},
series={Lecture Notes in Computer Science},
editor={Esparcia-Alcázar, Anna I. and Mora, Antonio M.},
doi={10.1007/978-3-662-45523-4_41},
title={A New Binary Particle Swarm Optimisation Algorithm for Feature Selection},
url={http://dx.doi.org/10.1007/978-3-662-45523-4_41},
publisher={Springer Berlin Heidelberg},
keywords={Binary particle swarm optimisation; Feature selection; Classification},
author={Xue, Bing and Nguyen, Su and Zhang, Mengjie},
pages={501-513},
language={English}
}
@incollection{Dai45522,
year={2014},
isbn={978-3-662-45522-7},
booktitle={Applications of Evolutionary Computation},
series={Lecture Notes in Computer Science},
editor={Esparcia-Alcázar, Anna I. and Mora, Antonio M.},
doi={10.1007/978-3-662-45523-4_39},
title={New Representations in PSO for Feature Construction in Classification},
url={http://dx.doi.org/10.1007/978-3-662-45523-4_39},
publisher={Springer Berlin Heidelberg},
keywords={Particle swarm optimisation; Feature construction; Classification},
author={Dai, Yan and Xue, Bing and Zhang, Mengjie},
pages={476-488},
language={English}
}
@incollection{Lane03679,
year={2013},
isbn={978-3-319-03679-3},
booktitle={AI 2013: Advances in Artificial Intelligence},
volume={8272},
series={Lecture Notes in Computer Science},
editor={Cranefield, Stephen and Nayak, Abhaya},
doi={10.1007/978-3-319-03680-9_23},
title={Particle Swarm Optimisation and Statistical Clustering for Feature Selection},
url={http://dx.doi.org/10.1007/978-3-319-03680-9_23},
publisher={Springer International Publishing},
keywords={Feature selection; Particle swarm optimisation; Statistical clustering},
author={Lane, MitchellC. and Xue, Bing and Liu, Ivy and Zhang, Mengjie},
pages={214-220},
language={English}
}
@incollection{Cervante37197,
year={2013},
isbn={978-3-642-37197-4},
booktitle={Evolutionary Computation in Combinatorial Optimization},
volume={7832},
series={Lecture Notes in Computer Science},
editor={Middendorf, Martin and Blum, Christian},
doi={10.1007/978-3-642-37198-1_3},
title={A Multi-objective Feature Selection Approach Based on Binary PSO and Rough Set Theory},
url={http://dx.doi.org/10.1007/978-3-642-37198-1_3},
publisher={Springer Berlin Heidelberg},
keywords={Particle Swarm Optimisation; Feature Selection; Rough Set Theory; Multi-objective Optimisation},
author={Cervante, Liam and Xue, Bing and Shang, Lin and Zhang, Mengjie},
pages={25-36},
language={English}
}
@incollection{Xue37191,
year={2013},
isbn={978-3-642-37191-2},
booktitle={Applications of Evolutionary Computation},
volume={7835},
series={Lecture Notes in Computer Science},
editor={Esparcia-Alcázar, AnnaI.},
doi={10.1007/978-3-642-37192-9_43},
title={Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification},
url={http://dx.doi.org/10.1007/978-3-642-37192-9_43},
publisher={Springer Berlin Heidelberg},
keywords={Particle Swarm Optimisation; Feature Selection; Classification},
author={Xue, Bing and Zhang, Mengjie and Browne, WillN.},
pages={428-438},
language={English}
}
@incollection{CervanteAI2012,
year={2012},
isbn={978-3-642-35100-6},
booktitle={AI 2012: Advances in Artificial Intelligence},
volume={7691},
series={Lecture Notes in Computer Science},
editor={Thielscher, Michael and Zhang, Dongmo},
doi={10.1007/978-3-642-35101-3_27},
title={A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory},
url={http://dx.doi.org/10.1007/978-3-642-35101-3_27},
publisher={Springer Berlin Heidelberg},
keywords={Dimension reduction; Particle Swarm Optimisation; Filter Approaches; Classification},
author={Cervante, Liam and Xue, Bing and Shang, Lin and Zhang, Mengjie},
pages={313-325},
language={English}
}
@incollection{XuePRICAI2012,
year={2012},
isbn={978-3-642-32694-3},
booktitle={PRICAI 2012: Trends in Artificial Intelligence},
volume={7458},
series={Lecture Notes in Computer Science},
editor={Anthony, Patricia and Ishizuka, Mitsuru and Lukose, Dickson},
doi={10.1007/978-3-642-32695-0_59},
title={A Particle Swarm Optimisation Based Multi-objective Filter Approach to Feature Selection for Classification},
url={http://dx.doi.org/10.1007/978-3-642-32695-0_59},
publisher={Springer Berlin Heidelberg},
keywords={Feature Selection; Particle Swarm Optimisation; Multi-Objective Optimisation; Filter Approaches},
author={Xue, Bing and Cervante, Liam and Shang, Lin and Zhang, Mengjie},
pages={673-685},
language={English}
}
@incollection{Li2009,
year={2009},
isbn={978-3-642-04019-1},
booktitle={Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence},
volume={5755},
series={Lecture Notes in Computer Science},
editor={Huang, De-Shuang and Jo, Kang-Hyun and Lee, Hong-Hee and Kang, Hee-Jun and Bevilacqua, Vitoantonio},
doi={10.1007/978-3-642-04020-7_84},
title={A Novel Particle Swarm Optimization with Non-linear Inertia Weight Based on Tangent Function},
url={http://dx.doi.org/10.1007/978-3-642-04020-7_84},
publisher={Springer Berlin Heidelberg},
keywords={Particle swarm optimization; inertia weight; tangent function},
author={Li, Li and Xue, Bing and Niu, Ben and Tan, Lijing and Wang, Jixian},
pages={785-793},
language={English}
}
@incollection{NiuICIC2009,
year={2009},
isbn={978-3-642-04019-1},
booktitle={Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence},
volume={5755},
series={Lecture Notes in Computer Science},
editor={Huang, De-Shuang and Jo, Kang-Hyun and Lee, Hong-Hee and Kang, Hee-Jun and Bevilacqua, Vitoantonio},
doi={10.1007/978-3-642-04020-7_83},
title={Symbiotic Multi-swarm PSO for Portfolio Optimization},
url={http://dx.doi.org/10.1007/978-3-642-04020-7_83},
publisher={Springer Berlin Heidelberg},
keywords={Symbiotic PSO; particle swarm; portfolio optimization},
author={Niu, Ben and Xue, Bing and Li, Li and Chai, Yujuan},
pages={776-784},
language={English}
}
@incollection{Li2010PSOPortfolio,
year={2010},
isbn={978-3-642-14921-4},
booktitle={Advanced Intelligent Computing Theories and Applications},
volume={6215},
series={Lecture Notes in Computer Science},
editor={Huang, De-Shuang and Zhao, Zhongming and Bevilacqua, Vitoantonio and Figueroa, JuanCarlos},
doi={10.1007/978-3-642-14922-1_72},
title={Improved Particle Swarm Optimizers with Application on Constrained Portfolio Selection},
url={http://dx.doi.org/10.1007/978-3-642-14922-1_72},
publisher={Springer Berlin Heidelberg},
keywords={Particle swarm optimization; inertia weight; arc tangent function; portfolio optimization},
author={Li, Li and Xue, Bing and Tan, Lijing and Niu, Ben},
pages={579-586},
language={English}
}
@INPROCEEDINGS{Nguyen6900657,
author={Nguyen, H.B. and Bing Xue and Liu, I. and Mengjie Zhang},
booktitle={Evolutionary Computation (CEC), 2014 IEEE Congress on},
title={Filter based backward elimination in wrapper based PSO for feature selection in classification},
year={2014},
month={July},
pages={3111--3118},
doi={10.1109/CEC.2014.6900657}
}
@INPROCEEDINGS{Xue6900472,
author={Bing Xue and Qin, A.K. and Mengjie Zhang},
booktitle={Evolutionary Computation (CEC), 2014 IEEE Congress on},
title={An archive based particle swarm optimisation for feature selection in classification},
year={2014},
month={July},
pages={3119-3126},
doi={10.1109/CEC.2014.6900472}
}
@inproceedings{Xue2014DEM0,
author = {Xue, Bing and Fu, Wenlong and Zhang, Mengjie},
title = {Differential Evolution (DE) for Multi-objective Feature Selection in Classification},
booktitle = {Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion},
series = {GECCO Comp '14},
year = {2014},
isbn = {978-1-4503-2881-4},
location = {Vancouver, BC, Canada},
pages = {83--84},
numpages = {2},
url = {http://doi.acm.org/10.1145/2598394.2598493},
doi = {10.1145/2598394.2598493},
acmid = {2598493},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{Ahmed2014MFC2576768,
author = {Ahmed, Soha and Zhang, Mengjie and Peng, Lifeng and Xue, Bing},
title = {Multiple Feature Construction for Effective Biomarker Identification and Classification Using Genetic Programming},
booktitle = {Proceedings of the 2014 Conference on Genetic and Evolutionary Computation},
series = {GECCO '14},
year = {2014},
isbn = {978-1-4503-2662-9},
location = {Vancouver, BC, Canada},
pages = {249--256},
numpages = {8},
url = {http://doi.acm.org/10.1145/2576768.2598292},
doi = {10.1145/2576768.2598292},
acmid = {2598292},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{Xue2013PFC2463372,
author = {Xue, Bing and Zhang, Mengjie and Dai, Yan and Browne, Will N.},
title = {PSO for Feature Construction and Binary Classification},
booktitle = {Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation},
series = {GECCO '13},
year = {2013},
isbn = {978-1-4503-1963-8},
location = {Amsterdam, The Netherlands},
pages = {137--144},
numpages = {8},
url = {http://doi.acm.org/10.1145/2463372.2463376},
doi = {10.1145/2463372.2463376},
acmid = {2463376},
publisher = {ACM},
address = {New York, NY, USA}
}
@incollection{NguyenEvoStar2015,
year={2015},
author = {Nguyen, HoaiBach and Xue, Bing and Liu, Ivy and Andreae, Peter and Zhang, Mengjie},
booktitle = {Applications of Evolutionary Computation},
doi = {10.1007/978-3-319-16549-3_44},
editor = {Mora, Antonio M. and Squillero, Giovanni},
isbn = {978-3-319-16548-6},
keywords = {Particle swarm optimisation; Feature selection; Representation; Gaussian distribution; Classification},
language = {English},
pages = {541--553},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
title = {Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection},
url = {http://dx.doi.org/10.1007/978-3-319-16549-3_44},
volume = {9028}
}
@INPROCEEDINGS{Stevanovic6557914,
author={Stevanovic, A. and Bing Xue and Mengjie Zhang},
booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
title={Feature selection based on PSO and decision-theoretic rough set model},
year={2013},
month={June},
pages={2840--2847},
doi={10.1109/CEC.2013.6557914}
}
@INPROCEEDINGS{Cervante6557860,
author={Cervante, L. and Bing Xue and Lin Shang and Mengjie Zhang},
booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
title={Binary particle swarm optimisation and rough set theory for dimension reduction in classification},
year={2013},
month={June},
pages={2428-2435},
doi={10.1109/CEC.2013.6557860}
}
@inproceedings{Xue2012MPS,
author = {Xue, Bing and Zhang, Mengjie and Browne, Will N.},
title = {Multi-objective Particle Swarm Optimisation (PSO) for Feature Selection},
booktitle = {Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation},
series = {GECCO '12},
year = {2012},
isbn = {978-1-4503-1177-9},
location = {Philadelphia, Pennsylvania, USA},
pages = {81--88},
numpages = {8},
url = {http://doi.acm.org/10.1145/2330163.2330175},
doi = {10.1145/2330163.2330175},
acmid = {2330175},
publisher = {ACM},
address = {New York, NY, USA}
}
@INPROCEEDINGS{Xue6256617,
author={Bing Xue and Mengjie Zhang and Browne, W.N.},
booktitle={Evolutionary Computation (CEC), 2012 IEEE Congress on},
title={New fitness functions in binary particle swarm optimisation for feature selection},
year={2012},
month={June},
pages = {2145--2152},
doi={10.1109/CEC.2012.6256617}
}
@INPROCEEDINGS{Cervante6256452,
author={Cervante, L. and Bing Xue and Mengjie Zhang and Lin Shang},
booktitle={Evolutionary Computation (CEC), 2012 IEEE Congress on},
title={Binary particle swarm optimisation for feature selection: A filter based approach},
year={2012},
month={June},
pages = {881-888},
doi={10.1109/CEC.2012.6256452}
}
@inproceedings{Xue2012SFR,
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},
booktitle = {Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122},
series = {ACSC '12},
year = {2012},
isbn = {978-1-921770-03-6},
location = {Melbourne, Australia},
pages = {27--36},
numpages = {10},
url = {http://dl.acm.org/citation.cfm?id=2483654.2483658},
acmid = {2483658},
publisher = {Australian Computer Society, Inc.},
address = {Darlinghurst, Australia, Australia}
}
@INPROCEEDINGS{Niu5585943,
author={Ben Niu and Lijing Tan and Bing Xue and Li Li and Yujuan Chai},
booktitle={Evolutionary Computation (CEC), 2010 IEEE Congress on},
title={Constrained portfolio selection using multiple swarms},
year={2010},
month={July},
pages={1-7},
doi={10.1109/CEC.2010.5585943}
}
@INPROCEEDINGS{Niu5473527,
author={Ben Niu and Yan Fan and Pei Zhao and Bing Xue and Li Li and Yujuan Chai},
booktitle={Intelligent Systems and Applications (ISA), 2010 2nd International Workshop on},
title={A Novel Bacterial Foraging Optimizer with Linear Decreasing Chemotaxis Step},
year={2010},
month={May},
pages={1-4},
doi={10.1109/IWISA.2010.5473527}
}
@INPROCEEDINGS{Li5338130,
author={Li Li and Bing Xue and Ben Niu and Yujuan Chai and Jianhuang Wu},
booktitle={Bio-Inspired Computing, 2009. BIC-TA '09. Fourth International Conference on},
title={The novel non-linear strategy of inertia weight in particle swarm optimization},
year={2009},
month={Oct},
pages={1-5},
doi={10.1109/BICTA.2009.5338130}
}
@INPROCEEDINGS{Niu4732026,
author={Ben Niu and Li Li and Lianbo Ma and Bing Xue},
booktitle={Intelligent Information Technology Application Workshops, 2008. IITAW '08. International Symposium on},
title={Design of Logistic Monitoring Management System Based on RFID Technology},
year={2008},
month={Dec},
pages={669--672}
doi={10.1109/IITA.Workshops.2008.183}
}
@phdthesis{BingPHDthesis,
Address = {Wellington, New Zealand},
Author = {Bing Xue},
School = {School of Engineering and Computer Science, Victoria University of Wellington},
Title = {Particle Swarm Optimisation for Feature Selection},
Year = {2014}
}
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