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» An Algebraic Approach to Data Mining: Some Examples
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BMCBI
2002
110views more  BMCBI 2002»
15 years 5 months ago
Identifying functional relationships among human genes by systematic analysis of biological literature
Background: The availability of biomedical literature in electronic format has made it possible to implement automatic text processing methods to expose implicit relationships amo...
Yong-Chuan Tao, Rudolph L. Leibel
DIS
2006
Springer
15 years 9 months ago
Visual Interactive Subgroup Discovery with Numerical Properties of Interest
Abstract. We propose an approach to subgroup discovery using distribution rules (a kind of association rules with a probability distribution on the consequent) for numerical proper...
Alípio Mário Jorge, Fernando Pereira...
ICML
2004
IEEE
16 years 6 months ago
Semi-supervised learning using randomized mincuts
In many application domains there is a large amount of unlabeled data but only a very limited amount of labeled training data. One general approach that has been explored for util...
Avrim Blum, John D. Lafferty, Mugizi Robert Rweban...
SAC
2010
ACM
16 years 8 days ago
Background knowledge in formal concept analysis: constraints via closure operators
The aim of this short paper is to present a general method of using background knowledge to impose constraints in conceptual clustering of object-attribute relational data. The pr...
Radim Belohlávek, Vilém Vychodil
ICIP
2009
IEEE
15 years 3 months ago
Wyner-Ziv to H.264 video transcoder
-- This paper proposes a Wyner-Ziv / H.264 transcoder that enables low cost video applications. The proposed solution supports video encoding on resource constrained devices such a...
José Luis Martínez, Hari Kalva, Gera...