A novel importance-guided particle swarm optimization based on MLP for solving large-scale feature selection problems

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

Seyedali Mirjalili, Andrew Lewis · Swarm and Evolutionary Computation · 2012 · 1.1K citations

Computing, Computer Science, Optimization +6

A Competitive Swarm Optimizer for Large Scale Optimization

Ran Cheng, Yaochu Jin · IEEE Transactions on Cybernetics · 2014 · 1K citations

Natural Sciences, Computer Science, Algorithms +10

Improved particle swarm optimization combined with chaos

Bo Liu, Ling Wang, Yihui Jin et al. · Chaos Solitons & Fractals · 2005 · 943 citations

Natural Sciences, Mathematics, Optimization +9

Binary PSO with mutation operator for feature selection using decision tree applied to spam detection

Yudong Zhang, Shuihua Wang‎, Preetha Phillips et al. · Knowledge-Based Systems · 2014 · 431 citations

Computing, Computer Science, Cybersecurity +17