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Clustering

3615 directly classified papers

Papers per year

Papers

Distributional Word Clusters vs. Words for Text Categorization JMLR 2003
Latent Dirichlet Allocation JMLR 2003
The em Algorithm for Kernel Matrix Completion with Auxiliary Data JMLR 2003
A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification JMLR 2003
Task Clustering and Gating for Bayesian Multitask Learning JMLR 2003
A Unified Framework for Model-based Clustering JMLR 2003
Sufficient Dimensionality Reduction JMLR 2003
Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components JMLR 2002
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions JMLR 2002
The Learning-Curve Sampling Method Applied to Model-Based Clustering JMLR 2002
Coupled Clustering: A Method for Detecting Structural Correspondence JMLR 2002
Regularized Principal Manifolds JMLR 2001
Support Vector Clustering JMLR 2001
Graph-Based Hierarchical Conceptual Clustering JMLR 2001
Dependency Networks for Inference, Collaborative Filtering, and Data Visualization JMLR 2000