A survey on evolutionary computation approaches to feature selection B Xue, M Zhang, WN Browne, X Yao IEEE Transactions on evolutionary computation 20 (4), 606-626, 2015 | 1711 | 2015 |
Particle swarm optimization for feature selection in classification: A multi-objective approach B Xue, M Zhang, WN Browne IEEE transactions on cybernetics 43 (6), 1656-1671, 2012 | 1277 | 2012 |
Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms B Xue, M Zhang, WN Browne Applied soft computing 18, 261-276, 2014 | 623 | 2014 |
Reusing building blocks of extracted knowledge to solve complex, large-scale boolean problems M Iqbal, WN Browne, M Zhang IEEE Transactions on Evolutionary Computation 18 (4), 465-480, 2013 | 155 | 2013 |
Introduction to learning classifier systems RJ Urbanowicz, WN Browne Springer, 2017 | 119 | 2017 |
New fitness functions in binary particle swarm optimisation for feature selection B Xue, M Zhang, WN Browne 2012 IEEE congress on evolutionary computation, 1-8, 2012 | 119 | 2012 |
A multi-objective particle swarm optimisation for filter-based feature selection in classification problems B Xue, L Cervante, L Shang, WN Browne, M Zhang Connection Science 24 (2-3), 91-116, 2012 | 113 | 2012 |
Multi-objective particle swarm optimisation (PSO) for feature selection B Xue, M Zhang, WN Browne Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 99 | 2012 |
Multi-objective evolutionary algorithms for filter based feature selection in classification B Xue, L Cervante, L Shang, WN Browne, M Zhang International Journal on Artificial Intelligence Tools 22 (04), 1350024, 2013 | 81 | 2013 |
A comprehensive comparison on evolutionary feature selection approaches to classification B Xue, M Zhang, WN Browne International Journal of Computational Intelligence and Applications 14 (02 …, 2015 | 76 | 2015 |
Uncanny valley revisited FC Gee, WN Browne, K Kawamura ROMAN 2005. IEEE International Workshop on Robot and Human Interactive …, 2005 | 72 | 2005 |
Demand response-integrated investment and operational planning of renewable and sustainable energy systems considering forecast uncertainties: A systematic review S Mohseni, AC Brent, S Kelly, WN Browne Renewable and Sustainable Energy Reviews 158, 112095, 2022 | 63 | 2022 |
Optimization in the architectural practice JM Cichocka, WN Browne, E Rodriguez Protocols, Flows and Glitches: Proceedings of the 22nd International …, 2017 | 63 | 2017 |
Binary PSO and rough set theory for feature selection: A multi-objective filter based approach B Xue, L Cervante, L Shang, WN Browne, M Zhang International Journal of Computational Intelligence and Applications 13 (02 …, 2014 | 56 | 2014 |
SILVEREYE–the implementation of Particle Swarm Optimization algorithm in a design optimization tool JM Cichocka, A Migalska, WN Browne, E Rodriguez Computer-Aided Architectural Design. Future Trajectories: 17th International …, 2017 | 52 | 2017 |
Novel initialisation and updating mechanisms in PSO for feature selection in classification B Xue, M Zhang, WN Browne Applications of Evolutionary Computation: 16th European Conference …, 2013 | 49 | 2013 |
Strategic design optimisation of multi-energy-storage-technology micro-grids considering a two-stage game-theoretic market for demand response aggregation S Mohseni, AC Brent, S Kelly, WN Browne, D Burmester Applied Energy 287, 116563, 2021 | 48 | 2021 |
Particle swarm optimisation for outlier detection AW Mohemmed, M Zhang, WN Browne Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 45 | 2010 |
Image segmentation: a survey of methods based on evolutionary computation Y Liang, M Zhang, WN Browne Simulated Evolution and Learning: 10th International Conference, SEAL 2014 …, 2014 | 40 | 2014 |
XCSR with computed continuous action M Iqbal, WN Browne, M Zhang AI 2012: Advances in Artificial Intelligence: 25th Australasian Joint …, 2012 | 39 | 2012 |