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132
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SDM
2008
SIAM
122views Data Mining» more  SDM 2008»
15 years 4 months ago
Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing
Sample selection bias is a common problem in many real world applications, where training data are obtained under realistic constraints that make them follow a different distribut...
Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu
115
Voted
MABS
2004
Springer
15 years 8 months ago
Change Your Tags Fast! - A Necessary Condition for Cooperation?
Since Holland (1993) introduced the concept of tags as a possible cooperation forming mechanism in evolving system (among other things) a number of tag models with intriguing, and ...
David Hales
120
Voted
ECAI
2000
Springer
15 years 7 months ago
Naive Bayes and Exemplar-based Approaches to Word Sense Disambiguation Revisited
Abstract. This paper describes an experimental comparison between two standard supervised learning methods, namely Naive Bayes and Exemplar–basedclassification, on the Word Sens...
Gerard Escudero, Lluís Màrquez, Germ...
RECOMB
2005
Springer
16 years 2 months ago
The Factor Graph Network Model for Biological Systems
Abstract. We introduce an extended computational framework for studying biological systems. Our approach combines formalization of existing qualitative models that are in wide but ...
Irit Gat-Viks, Amos Tanay, Daniela Raijman, Ron Sh...
114
Voted
AGILEDC
2005
IEEE
15 years 8 months ago
Experiences Integrating Sophisticated User Experience Design Practices into Agile Processes
Most significant software processes involve a wide range of disciplines, from programming to testing, and from documentation to database development. Unfortunately, agile processe...
Paul Hodgetts