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Combining multiple weak clusterings

PROCEEDINGS ARTICLE published in Third IEEE International Conference on Data Mining

Authors: A. Topchy | A.K. Jain | W. Punch

https://doi.org/10.1109/icdm.2003.1250937 Actions

Clustering ensembles: models of consensus and weak partitions

JOURNAL ARTICLE published December 2005 in IEEE Transactions on Pattern Analysis and Machine Intelligence

Authors: A. Topchy | A.K. Jain | W. Punch

https://doi.org/10.1109/tpami.2005.237 Actions

Multiobjective data clustering

PROCEEDINGS ARTICLE published in Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004.

Authors: M.H.C. Law | A.P. Topchy | A.K. Jain

https://doi.org/10.1109/cvpr.2004.1315194 Actions

Analysis of Consensus Partition in Cluster Ensemble

PROCEEDINGS ARTICLE published in Fourth IEEE International Conference on Data Mining (ICDM'04)

Authors: A.P. Topchy | M.H.C. Law | A.K. Jain | A.L. Fred

https://doi.org/10.1109/icdm.2004.10100 Actions

Two-Step Heterogeneous Finite Mixture Model Clustering for Mining Healthcare Databases

PROCEEDINGS ARTICLE published November 2015 in 2015 IEEE International Conference on Data Mining

Authors: Ahmed Najjar | Christian Gagne | Daniel Reinharz

https://doi.org/10.1109/icdm.2015.70 Actions

Projective Clustering Ensembles

PROCEEDINGS ARTICLE published December 2009 in 2009 Ninth IEEE International Conference on Data Mining

Authors: Francesco Gullo | Carlotta Domeniconi | Andrea Tagarelli

https://doi.org/10.1109/icdm.2009.131 Actions

Enhancing Single-Objective Projective Clustering Ensembles

PROCEEDINGS ARTICLE published December 2010 in 2010 IEEE International Conference on Data Mining

Authors: Francesco Gullo | Carlotta Domeniconi | Andrea Tagarelli

https://doi.org/10.1109/icdm.2010.138 Actions

Multiplicative Mixture Models for Overlapping Clustering

PROCEEDINGS ARTICLE published December 2008 in 2008 Eighth IEEE International Conference on Data Mining

Authors: Qiang Fu | Arindam Banerjee

https://doi.org/10.1109/icdm.2008.103 Actions

Subspace Clustering Ensembles through Tensor Decomposition

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

Authors: Dominik Mautz | Christian Bohm | Claudia Plant

https://doi.org/10.1109/icdmw.2016.0177 Actions

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

https://doi.org/10.1109/icdm.2016.0097 Actions

Efficient Kernel Clustering Using Random Fourier Features

PROCEEDINGS ARTICLE published December 2012 in 2012 IEEE 12th International Conference on Data Mining

Authors: Radha Chitta | Rong Jin | Anil K. Jain

https://doi.org/10.1109/icdm.2012.61 Actions

Model-based clustering with soft balancing

PROCEEDINGS ARTICLE published in Third IEEE International Conference on Data Mining

Authors: J. Ghosh

https://doi.org/10.1109/icdm.2003.1250953 Actions

Minimizing the Variance of Cluster Mixture Models for Clustering Uncertain Objects

PROCEEDINGS ARTICLE published December 2010 in 2010 IEEE International Conference on Data Mining

Authors: Francesco Gullo | Giovanni Ponti | Andrea Tagarelli

https://doi.org/10.1109/icdm.2010.134 Actions

Post-Robustifying Deep Anomaly Detection Ensembles by Model Selection

PROCEEDINGS ARTICLE published November 2022 in 2022 IEEE International Conference on Data Mining (ICDM)

Authors: Benedikt Boing | Simon Kluttermann | Emmanuel Muller

https://doi.org/10.1109/icdm54844.2022.00098 Actions

Mixture Model Clustering of Uncertain Data

PROCEEDINGS ARTICLE published in The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.

Authors: H. Hamdan | G. Govaert

https://doi.org/10.1109/fuzzy.2005.1452510 Actions

Ensembles of cascading trees

PROCEEDINGS ARTICLE published in Third IEEE International Conference on Data Mining

Authors: J. Li | H. Liu

https://doi.org/10.1109/icdm.2003.1250983 Actions

Robust Ensemble Clustering by Matrix Completion

PROCEEDINGS ARTICLE published December 2012 in 2012 IEEE 12th International Conference on Data Mining

Authors: Jinfeng Yi | Tianbao Yang | Rong Jin | Anil K. Jain | Mehrdad Mahdavi

https://doi.org/10.1109/icdm.2012.123 Actions

Grouped data clustering using a fast mixture-model-based algorithm

PROCEEDINGS ARTICLE published October 2009 in 2009 IEEE International Conference on Systems, Man and Cybernetics

Authors: Allou Same

https://doi.org/10.1109/icsmc.2009.5345961 Actions

Stream Clustering: Efficient Kernel-Based Approximation Using Importance Sampling

PROCEEDINGS ARTICLE published November 2015 in 2015 IEEE International Conference on Data Mining Workshop (ICDMW)

Authors: Radha Chitta | Rong Jin | Anil K. Jain

https://doi.org/10.1109/icdmw.2015.31 Actions

A WordNet-Based Semantic Model for Enhancing Text Clustering

PROCEEDINGS ARTICLE published December 2009 in 2009 IEEE International Conference on Data Mining Workshops

Authors: Shady Shehata

https://doi.org/10.1109/icdmw.2009.86 Actions
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