Using Linear Algebra for Intelligent Information Retrieval
Currently, most approaches to retrieving textual materials from scientific databases depend on a lexical match between words in users’ requests and those in or assigned to docum...
Publications
5 shownIndexing by latent semantic analysis
A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (...
Support vector machines
My first exposure to Support Vector Machines came this spring when heard Sue Dumais present impressive results on text categorization using this analysis technique. This issue's...
Inductive learning algorithms and representations for text categorization
Article Inductive learning algorithms and representations for text categorization Share on Authors: Susan Dumais Microsoft Research, One Microsoft way, Redmond, WA Microsoft Res...
Hierarchical classification of Web content
This paper explores the use of hierarchical structure for classifying a large, heterogeneous collection of web content. The hierarchical structure is initially used to train dif...
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h-index: Number of publications with at least h citations each.