A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering

Convex fuzzy k-medoids clustering

(2020) Daniel N. Pinheiro et al.   FUZZY SETS AND SYSTEMS

Active Clustering with Model-Based Uncertainty Reduction

(2017) Caiming Xiong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Less is more: basic variable neighborhood search heuristic for balanced minimum sum-of-squares clustering

(2017) Leandro R. Costa et al.   INFORMATION SCIENCES

Survey on using constraints in data mining

(2016) Valerio Grossi et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A model for clustering data from heterogeneous dissimilarities

(2016) Éverton Santi et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies

(2013) R. J. G. B. Campello et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Active Learning of Constraints for Semi-Supervised Clustering

(2013) Sicheng Xiong et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The Heterogeneous P-Median Problem for Categorization Based Clustering

(2012) Simon J. Blanchard et al.   PSYCHOMETRIKA

An experimental study of constrained clustering effectiveness in presence of erroneous constraints

(2011) M. Eduardo Ares et al.   INFORMATION PROCESSING & MANAGEMENT

Coordination of Cluster Ensembles via Exact Methods

(2010) I T Christou   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An improved column generation algorithm for minimum sum-of-squares clustering

(2010) Daniel Aloise et al.   MATHEMATICAL PROGRAMMING

Solving large p-median clustering problems by primal–dual variable neighborhood search

(2009) Pierre Hansen et al.   DATA MINING AND KNOWLEDGE DISCOVERY

NP-hardness of Euclidean sum-of-squares clustering

(2009) Daniel Aloise et al.   MACHINE LEARNING