Will N. Browne

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue, Mengjie Zhang, Will N. Browne et al. · IEEE Transactions on Evolutionary Computation · 2015 · 1.8K citations · Full text

Artificial Intelligence, Evolutionary Data Mining, Engineering +13

Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

Bing Xue, Mengjie Zhang, Will N. Browne · IEEE Transactions on Cybernetics · 2012 · 1.2K citations

Evolutionary Data Mining, Engineering, Machine Learning +13

Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms

Bing Xue, Mengjie Zhang, Will N. Browne · Applied Soft Computing · 2013 · 606 citations

Artificial Intelligence, Updating Mechanisms, Evolutionary Data Mining +13

Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-Scale Boolean Problems

Muhammad Iqbal, Will N. Browne · IEEE Transactions on Evolutionary Computation · 2013 · 169 citations

Artificial Intelligence, Search Optimization, Building Blocks +22

A multi-objective particle swarm optimisation for filter-based feature selection in classification problems

Bing Xue, Liam Cervante, Lin Shang et al. · Connection Science · 2012 · 121 citations

Evolutionary Data Mining, Engineering, Machine Learning +15