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ICML
2000
IEEE
14 years 11 months ago
Duality and Geometry in SVM Classifiers
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
Kristin P. Bennett, Erin J. Bredensteiner
WWW
2003
ACM
14 years 11 months ago
Agent-based semantic web services
The Web Services world consists of loosely-coupled distributed systems which adapt to ad-hoc changes by the use of service descriptions that enable opportunistic service discovery...
Nicholas Gibbins, Stephen Harris, Nigel Shadbolt
KDD
2007
ACM
335views Data Mining» more  KDD 2007»
14 years 10 months ago
Detecting changes in large data sets of payment card data: a case study
An important problem in data mining is detecting changes in large data sets. Although there are a variety of change detection algorithms that have been developed, in practice it c...
Chris Curry, Robert L. Grossman, David Locke, Stev...
RECOMB
2001
Springer
14 years 10 months ago
Class discovery in gene expression data
Recent studies (Alizadeh et al, [1]; Bittner et al,[5]; Golub et al, [11]) demonstrate the discovery of putative disease subtypes from gene expression data. The underlying computa...
Amir Ben-Dor, Nir Friedman, Zohar Yakhini
SIGCSE
2010
ACM
169views Education» more  SIGCSE 2010»
14 years 5 months ago
Interfaces first (and foremost) with Java
ion is a critical concept that underlies many topics in computing science. For example, in software engineering, the distinction between a component’s behavior and its implement...
Paolo A. G. Sivilotti, Matthew Lang