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119
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ICPR
2004
IEEE
16 years 1 months ago
A Consistency-Based Model Selection for One-Class Classification
Model selection in unsupervised learning is a hard problem. In this paper a simple selection criterion for hyperparameters in one-class classifiers (OCCs) is proposed. It makes us...
David M. J. Tax, Klaus-Robert Müller
88
Voted
TOOLS
1997
IEEE
15 years 4 months ago
Dynamically Extensible Objects in a Class-Based Language
Object-oriented programming techniques support construction of reusable and extensible code. However, class-based languages have poor support for implementing type-orthogonal beha...
R. W. Schmidt
62
Voted
COLING
2000
15 years 1 months ago
Using a Probabilistic Class-Based Lexicon for Lexical Ambiguity Resolution
This paper presents the use of probabilistic class-based lexica for disambiguation in targetword selection. Our method employs minimal but precise contextual information for disam...
Detlef Prescher, Stefan Riezler, Mats Rooth
ICPR
2008
IEEE
16 years 1 months ago
Preliminary approach on synthetic data sets generation based on class separability measure
Usually, performance of classifiers is evaluated on real-world problems that mainly belong to public repositories. However, we ignore the inherent properties of these data and how...
Núria Macià, Ester Bernadó-Ma...
FSE
2010
Springer
146views Cryptology» more  FSE 2010»
15 years 3 months ago
A Unified Method for Improving PRF Bounds for a Class of Blockcipher Based MACs
This paper provides a unified framework for improving PRF (pseudorandom function) advantages of several popular MACs (message authentication codes) based on a blockcipher modeled a...
Mridul Nandi