Improving constrained clustering via swarm intelligence

Constrained K-means Clustering with Background Knowledge

Kiri L. Wagstaff, Claire Cardie, Seth Rogers et al. · 2001 · 2.4K citations

Ant algorithms and stigmergy

Marco Dorigo, Eric Bonabeau, Guy Théraulaz · Future Generation Computer Systems · 2000 · 805 citations

Ant Algorithms, Engineering, Algorithm Design +4

Modeling hidden topics on document manifold

Deng Cai, Qiaozhu Mei, Jiawei Han et al. · 2008 · 161 citations

Engineering, Topic Modeling, Corpus Linguistics +19

An improved ant colony algorithm for fuzzy clustering in image segmentation

Yanfang Han, Pengfei Shi · Neurocomputing · 2006 · 121 citations

Fuzzy Logic, Engineering, Image Analysis +5

A survey: hybrid evolutionary algorithms for cluster analysis

Mohamed Jafar Abul Hasan, Sivakumar Ramakrishnan · Artificial Intelligence Review · 2011 · 58 citations

Evolutionary Data Mining, Cluster Computing, Engineering +6