Model Selection in Unsupervised Learning with Applications To Document Clustering

Statistical Pattern Recognition: A Review

IEEE Transactions on Pattern Analysis and Machine Intelligence

A semi-supervised document clustering technique for information organization

Proceedings of the ninth international conference on Information and knowledge management

Concept Decompositions for Large Sparse Text Data Using Clustering

Machine Learning

Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images

IEEE Transactions on Pattern Analysis and Machine Intelligence

Leightweight Document Clustering

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Feature Weighting in k-Means Clustering

Machine Learning

A divisive information theoretic feature clustering algorithm for text classification

The Journal of Machine Learning Research

The em algorithm for kernel matrix completion with auxiliary data

The Journal of Machine Learning Research

Multidocument summarization: An added value to clustering in interactive retrieval

ACM Transactions on Information Systems (TOIS)

A hierarchical monothetic document clustering algorithm for summarization and browsing search results

Proceedings of the 13th international conference on World Wide Web

Feature Selection for Unsupervised Learning

The Journal of Machine Learning Research

Document clustering based on cluster validation

Proceedings of the thirteenth ACM international conference on Information and knowledge management

Using cluster validation criterion to identify optimal feature subset and cluster number for document clustering

Information Processing and Management: an International Journal

An efficient approach to external cluster assessment with an application to Martian topography

Data Mining and Knowledge Discovery

Generating and Browsing Multiple Taxonomies Over a Document Collection

Journal of Management Information Systems

Evolutionary model selection in unsupervised learning

Intelligent Data Analysis

Hybridization of K-Means and Harmony Search Methods for Web Page Clustering

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01

Automatic taxonomy generation: issues and possibilities

IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems

Distance based feature selection for clustering microarray data

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

Model-based hierarchical clustering

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

An evaluation of filter and wrapper methods for feature selection in categorical clustering

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis

Efficient stochastic algorithms for document clustering

Information Sciences: an International Journal