LSISOM — A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections

Indexing by latent semantic analysis

Scott Deerwester, Susan Dumais, George W. Furnas et al. · Journal of the American Society for Information Science · 1990 · 12.8K citations

Computing, Computer Science, Information Retrieval +13

A Cluster Separation Measure

David L. Davies, Donald W. Bouldin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1979 · 8.8K citations

Computing, Data Science, Data Analytics +12

Algorithms for Clustering Data

Warren S. Sarle, Anil K. Jain, Richard C. Dubes · Technometrics · 1990 · 7.8K citations

Computing, Computer Science, Algorithms +9

Using Linear Algebra for Intelligent Information Retrieval

Michael W. Berry, Susan Dumais, Gavin O'Brien · SIAM Review · 1995 · 1.5K citations

Computing, Computer Science, Databases +14

Random projection in dimensionality reduction

Ella Bingham, Heikki Mannila · 2001 · 1.3K citations

Computing, Computer Science, Computer Vision +14