Intelligent high-volume text processing using shallow, domain-specific techniques
Text-based intelligent systems
Overview of the third message understanding evaluation and conference
MUC3 '91 Proceedings of the 3rd conference on Message understanding
Feature selection and feature extraction for text categorization
HLT '91 Proceedings of the workshop on Speech and Natural Language
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Routing email automatically by purpose not topic
Natural Language Engineering
Document classification using a finite mixture model
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
An automatic clustering of articles using dictionary definitions
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
Document classification using domain specific kanji characters extracted by X2 method
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
The Lockheed Martin TIPSTER II project
TIPSTER '96 Proceedings of a workshop on held at Vienna, Virginia: May 6-8, 1996
A simple probabilistic approach to classification and routing
TIPSTER '96 Proceedings of a workshop on held at Vienna, Virginia: May 6-8, 1996
Towards the Orwellian nightmare: separation of business and personal emails
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Sentiment Detection Using Lexically-Based Classifiers
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
An improved hierarchical Bayesian model of language for document classification
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Email categorization with tournament methods
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
FASiL adaptive email categorization system
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Text classification with tournament methods
TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
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In this note, we present results concerning the theory and practice of determining for a given document which of several categories it best fits. We describe a mathematical model of classification schemes and the one scheme which can be proved optimal among all those based on word frequencies. Finally, we report the results of an experiment which illustrates the efficacy of this classification method.