Integrating data mining with KJ method to classify bridge construction defects

Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values

Zhexue Huang · Data Mining and Knowledge Discovery · 1998 · 2.5K citations

Computing, Computer Science, Data Science +16

Constrained K-means Clustering with Background Knowledge

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

Computing, Computer Science, Data Science +14

From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering

Dan Klein, Sepandar Kamvar, Christopher D. Manning · 2002 · 523 citations

Computing, Computer Science, Data Science +16

Constrained K-Means Clustering

Kristin P. Bennett, Patricia Bradley, Ayhan Demiriz · 2000 · 346 citations

Computing, Computer Science, Data Science +13

Clustering With Constraints: Feasibility Issues and the <i>k</i>-Means Algorithm

Ian Davidson, S. S. Ravi · 2005 · 279 citations

Computing, Computer Science, Algorithms +10