Clustering from Constraint Graphs

PROCEEDINGS ARTICLE published 24 April 2008 in Proceedings of the 2008 SIAM International Conference on Data Mining

Authors: Ari Freund | Dan Pelleg | Yossi Richter

SONAR: Signal De-mixing for Robust Correlation Clustering

PROCEEDINGS ARTICLE published 28 April 2011 in Proceedings of the 2011 SIAM International Conference on Data Mining

Authors: Claudia Plant

On Scaling Up Balanced Clustering Algorithms

PROCEEDINGS ARTICLE published 11 April 2002 in Proceedings of the 2002 SIAM International Conference on Data Mining

Authors: Arindam Banerjee | Joydeep Ghosh

Topic-driven Clustering for Document Datasets

PROCEEDINGS ARTICLE published 21 April 2005 in Proceedings of the 2005 SIAM International Conference on Data Mining

Authors: Ying Zhao | George Karypis

Constrained Spectral Clustering using L1 Regularization

PROCEEDINGS ARTICLE published 2 May 2013 in Proceedings of the 2013 SIAM International Conference on Data Mining

Authors: Jaya Kawale | Daniel Boley

Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson Model

PROCEEDINGS ARTICLE published 30 June 2015 in Proceedings of the 2015 SIAM International Conference on Data Mining

Authors: Junxiang Chen | Wei Dai | Yizhou Sun | Jennifer Dy

Lagrangian Constrained Clustering

PROCEEDINGS ARTICLE published 30 June 2016 in Proceedings of the 2016 SIAM International Conference on Data Mining

Authors: Mohadeseh Ganji | James Bailey | Peter J. Stuckey

Semi-supervised Variable Weighting for Clustering

PROCEEDINGS ARTICLE published 28 April 2011 in Proceedings of the 2011 SIAM International Conference on Data Mining

Authors: Ling Chen | Chengqi Zhang

Multiple Kernel Clustering

PROCEEDINGS ARTICLE published 30 April 2009 in Proceedings of the 2009 SIAM International Conference on Data Mining

Authors: Bin Zhao | James T. Kwok | Changshui Zhang

Transformation Based Ensembles for Time Series Classification

PROCEEDINGS ARTICLE published 26 April 2012 in Proceedings of the 2012 SIAM International Conference on Data Mining

Authors: Anthony Bagnall | Luke Davis | Jon Hills | Jason Lines

Approximate Splitting for Ensembles of Trees using Histograms

PROCEEDINGS ARTICLE published 11 April 2002 in Proceedings of the 2002 SIAM International Conference on Data Mining

Authors: Chandrika Kamath | Erick Cantú-Paz | David Littau

Basic Association Rules

PROCEEDINGS ARTICLE published 22 April 2004 in Proceedings of the 2004 SIAM International Conference on Data Mining

Authors: Guichong Li | Howard J. Hamilton

Non-redundant clustering with conditional ensembles

PROCEEDINGS ARTICLE published 21 August 2005 in Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Authors: David Gondek | Thomas Hofmann

Adaptive Concept Learning through Clustering and Aggregation of Relational Data

PROCEEDINGS ARTICLE published 26 April 2007 in Proceedings of the 2007 SIAM International Conference on Data Mining

Authors: Hichem Frigui | Cheul Hwang

Interpretable Clustering via Discriminative Rectangle Mixture Model

PROCEEDINGS ARTICLE published December 2016 in 2016 IEEE 16th International Conference on Data Mining (ICDM)

Authors: Junxiang Chen | Yale Chang | Brian Hobbs | Peter Castaldi | Michael Cho | Edwin Silverman | Jennifer Dy

Detecting the Change of Clustering Structure in Categorical Data Streams

PROCEEDINGS ARTICLE published 20 April 2006 in Proceedings of the 2006 SIAM International Conference on Data Mining

Authors: Keke Chen | Ling Liu

Stratification Based Hierarchical Clustering Over a Deep Web Data Source

PROCEEDINGS ARTICLE published 26 April 2012 in Proceedings of the 2012 SIAM International Conference on Data Mining

Authors: Tantan Liu | Gagan Agrawal

Automatic Frankensteining: Creating Complex Ensembles Autonomously

BOOK CHAPTER published 30 June 2017 in Proceedings of the 2017 SIAM International Conference on Data Mining

Authors: Martin Wistuba | Nicolas Schilling | Lars Schmidt-Thieme

Are approximation algorithms for consensus clustering worthwhile?

PROCEEDINGS ARTICLE published 26 April 2007 in Proceedings of the 2007 SIAM International Conference on Data Mining

Authors: Michael Bertolacci | Anthony Wirth

A dirichlet multinomial mixture model-based approach for short text clustering

PROCEEDINGS ARTICLE published 24 August 2014 in Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining

Authors: Jianhua Yin | Jianyong Wang