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ICAISC
2004
Springer
14 years 1 months ago
Relevance LVQ versus SVM
Abstract. The support vector machine (SVM) constitutes one of the most successful current learning algorithms with excellent classification accuracy in large real-life problems an...
Barbara Hammer, Marc Strickert, Thomas Villmann
IDEAL
2004
Springer
14 years 1 months ago
Kernel Density Construction Using Orthogonal Forward Regression
Abstract— The paper presents an efficient construction algorithm for obtaining sparse kernel density estimates based on a regression approach that directly optimizes model gener...
Sheng Chen, Xia Hong, Chris J. Harris
IFM
2004
Springer
104views Formal Methods» more  IFM 2004»
14 years 1 months ago
Linking CSP-OZ with UML and Java: A Case Study
Abstract. We describe how CSP-OZ, an integrated formal method combining the process algebra CSP with the specification language Object-Z, can be linked to standard software engine...
Michael Möller, Ernst-Rüdiger Olderog, H...
IFM
2004
Springer
14 years 1 months ago
Verifying Controlled Components
Recent work on combining CSP and B has provided ways of describing systems comprised of components described in both B (to express requirements on state) and CSP (to express intera...
Steve Schneider, Helen Treharne
ISOLA
2004
Springer
14 years 1 months ago
Case Studies with Lurette V2
Abstract. Lurette is an automated testing tool dedicated to reactive programs. The test process is automated at two levels: given a formal description of the System Under Test (SUT...
Erwan Jahier, Pascal Raymond, Philippe Baufreton