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HIS
2004
15 years 8 months ago
An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization
The increasing volume of unsolicited bulk e-mail (also known as spam) has generated a need for reliable anti-spam filters. Using a classifier based on machine learning techniques ...
Chih-Chin Lai, Ming-Chi Tsai
FMOODS
2006
15 years 8 months ago
Bounded Analysis and Decomposition for Behavioural Descriptions of Components
Abstract. Explicit behavioural interfaces are now accepted as a mandatory feature of components to address architectural analysis. Behavioural interface description languages shoul...
Pascal Poizat, Jean-Claude Royer, Gwen Salaün
FOIS
2006
15 years 8 months ago
Approximation of Ontologies in CASL
In this paper we present methods to generate a Description Logic (DL) theory from a given First Order Logic (FOL) theory, such that each DL axiom is entailed by the given FOL theor...
Klaus Lüttich
ACL
2003
15 years 8 months ago
Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation
When rules of transfer-based machine translation (MT) are automatically acquired from bilingual corpora, incorrect/redundant rules are generated due to acquisition errors or trans...
Kenji Imamura, Eiichiro Sumita, Yuji Matsumoto
ACL
2001
15 years 8 months ago
Using Machine Learning to Maintain Rule-based Named-Entity Recognition and Classification Systems
This paper presents a method that assists in maintaining a rule-based named-entity recognition and classification system. The underlying idea is to use a separate system, construc...
Georgios Petasis, Frantz Vichot, Francis Wolinski,...