Evaluating and Optimizing Autonomous Text Classification Systems (1995)


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by David Lewis
Citations:102 - 10 self

Active Bibliography

1090 Machine Learning in Automated Text Categorization – Fabrizio Sebastiani, Consiglio Nazionale Delle Ricerche - 2002
6 Xerox TREC-5 Site Report: Routing, Filtering, NLP, and Spanish Tracks – David A. Hull, Gregory Grefenstette, B. Maximilian Schulze, Eric Gaussier, Hinrich Schütze, Jan O. Pedersen - 1997
53 Method Combination For Document Filtering – David A. Hull, Jan O. Pedersen, Hinrich Schütze - 1996
164 A comparison of classifiers and document representations for the routing problem – Hinrich Schütze, David A. Hull, Jan O. Pedersen - 1995
22 TREC-3 Ad-Hoc, Routing Retrieval and Thresholding Experiments using PIRCS – K. L. Kwok, L. Grunfeld, D. D. Lewis - 1995
31 A tutorial on automated text categorisation – Fabrizio Sebastiani - 1999
20 Machine Learning in Automated Text Categorisation – Fabrizio Sebastiani - 1999
Dean of Graduate Studies – David A. Hull, Jerome Friedman
243 Training Algorithms for Linear Text Classifiers – David Lewis, Robert E. Schapire, James P. Callan, Ron Papka - 1996
346 Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval – David D. Lewis - 1998
Querying Text Datasets p. ii Final Report – Tab Le Of, Judith Hochberg, Clint Scovel, Tim Thomas, Judy Hochberg
Statistical Queries of Large Text Corpora – Judith Hochberg, James Scovel, Timothy Thomas, Sam Hall
1 Bayesian Stratified Sampling to Assess Corpus Utility – Judith Hochberg, Clint Scovel, Timothy Thomas, Sam Hall - 1998
3 Automatic Indexing in Operation: The Rule-Based System AIR/X for Large Subject Fields – Norbert Fuhr, Stephan Hartmann, Gerhard Lustig, Konstadinos Tzeras, Gerhard Knorz, Michael Schwantner - 1993
2 Representations, Models and Abstractions in Probabilistic Information Retrieval – Norbert Fuhr - 1993
9 Representation Quality in Text Classification: An Introduction and Experiment – David D. Lewis - 1990
51 AIR/X - a Rule-Based Multistage Indexing System for Large Subject Fields – Norbert Fuhr, Stephan Hartmann, Gerhard Lustig, Michael Schwantner, Konstadinos Tzeras, Gerhard Knorz - 1991
104 Probabilistic Models in Information Retrieval – Norbert Fuhr - 1992
4 Xerox TREC 3 Report: Combining Exact and Fuzzy Predictors – Hinrich Schütze, Jan O. Pedersen, Marti A. Hearst - 1995