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PAKDD
2005
ACM
134views Data Mining» more  PAKDD 2005»
16 years 16 days ago
Improved Bayesian Spam Filtering Based on Co-weighted Multi-area Information
Abstract. Bayesian spam filters, in general, compute probability estimations for tokens either without considering the email areas of occurrences except the body or treating the s...
Raju Shrestha, Yaping Lin
DSMML
2004
Springer
16 years 14 days ago
Extensions of the Informative Vector Machine
The informative vector machine (IVM) is a practical method for Gaussian process regression and classification. The IVM produces a sparse approximation to a Gaussian process by com...
Neil D. Lawrence, John C. Platt, Michael I. Jordan
TSD
2004
Springer
16 years 12 days ago
Building a Dependency-Based Grammar for Parsing Informal Mathematical Discourse
Discourse in formal domains, such as mathematics, is characterized by a mixture of telegraphic natural language and embedded formal expressions. Little is known about the suitabil...
Magdalena Wolska, Ivana Kruijff-Korbayová
CLEF
2003
Springer
16 years 9 days ago
Comparing Weighting Models for Monolingual Information Retrieval
Motivated by the hypothesis that the retrieval performance of a weighting model is independent of the language in which queries and collection are expressed, we compared the retrie...
Gianni Amati, Claudio Carpineto, Giovanni Romano
ISCIS
2003
Springer
16 years 7 days ago
A Cooperative Paradigm for Fighting Information Overload
The Web is mainly processed by humans. The role of the machines is just to transmit and display the contents of the documents, barely being able to do something else. Nowadays ther...
Daniel Gayo-Avello, Darío Álvarez Gu...