An exact algorithm for semi-supervised minimum sum-of-squares clustering

Local search for constrained graph clustering in biological networks

(2021) Duy Hoang Tran et al.   COMPUTERS & OPERATIONS RESEARCH

A matheuristic for large-scale capacitated clustering

(2021) Mario Gnägi et al.   COMPUTERS & OPERATIONS RESEARCH

DILS: Constrained clustering through dual iterative local search

(2020) Germán González-Almagro et al.   COMPUTERS & OPERATIONS RESEARCH

Optimization problems for machine learning: A survey

(2020) Claudio Gambella et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

SDPNAL+: A Matlab software for semidefinite programming with bound constraints (version 1.0)

(2019) Defeng Sun et al.   OPTIMIZATION METHODS & SOFTWARE

Semi-supervised clustering with deep metric learning and graph embedding

(2019) Xiaocui Li et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Constrained clustering via diagrams: A unified theory and its application to electoral district design

(2017) Andreas Brieden et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Computational results of a semidefinite branch-and-bound algorithm for k-cluster

(2016) Nathan Krislock et al.   COMPUTERS & OPERATIONS RESEARCH

A Convergent 3-Block SemiProximal Alternating Direction Method of Multipliers for Conic Programming with 4-Type Constraints

(2015) Defeng Sun et al.   SIAM JOURNAL ON OPTIMIZATION

Geometric Clustering for the Consolidation of Farmland and Woodland

(2014) Steffen Borgwardt et al.   MATHEMATICAL INTELLIGENCER

A comparative study of efficient initialization methods for the k-means clustering algorithm

(2012) M. Emre Celebi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A semi-supervised fuzzy clustering algorithm applied to gene expression data

(2011) Ioannis A. Maraziotis   PATTERN RECOGNITION

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

(2010) Daniel Aloise et al.   MATHEMATICAL PROGRAMMING

NP-hardness of Euclidean sum-of-squares clustering

(2009) Daniel Aloise et al.   MACHINE LEARNING

A global optimization method for semi-supervised clustering

(2008) Yu Xia   DATA MINING AND KNOWLEDGE DISCOVERY

Towards effective document clustering: A constrained K-means based approach

(2008) Guobiao Hu et al.   INFORMATION PROCESSING & MANAGEMENT

Learning a Mahalanobis distance metric for data clustering and classification

(2008) Shiming Xiang et al.   PATTERN RECOGNITION

A survey of kernel and spectral methods for clustering

(2007) Maurizio Filippone et al.   PATTERN RECOGNITION

Rigorous Error Bounds for the Optimal Value in Semidefinite Programming

(2007) Christian Jansson et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS