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» Consistency of the Neighbor-Net Algorithm
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JMLR
2008
110views more  JMLR 2008»
15 years 7 months ago
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluat...
Bo Jiang, Xuegong Zhang, Tianxi Cai
152
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DAM
2007
60views more  DAM 2007»
15 years 7 months ago
Restricting SBH ambiguity via restriction enzymes
The expected number of n-base long sequences consistent with a given SBH spectrum grows exponentially with n, which severely limits the potential range of applicability of SBH even...
Steven Skiena, Sagi Snir
194
Voted
JCP
2006
91views more  JCP 2006»
15 years 7 months ago
The Matching Predicate and a Filtering Scheme Based on Matroids
Finding a maximum cardinality matching in a graph is a problem appearing in numerous settings. The problem asks for a set of edges of maximum cardinality, such that no two edges of...
Dimitris Magos, Ioannis Mourtos, Leonidas S. Pitso...
185
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ENGL
2007
108views more  ENGL 2007»
15 years 7 months ago
An Adaptive Controller for Multimodal Systems Based on Fuzzy Reference Model Generator
— This paper presents a novel adaptive controller for multimodal systems based on Fuzzy Reference Model Generator (FRMG). The proposed scheme consists of a fuzzy logic switching ...
Sukumar Kamalasadan
ML
2008
ACM
152views Machine Learning» more  ML 2008»
15 years 7 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...