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151
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ICPR
2006
IEEE
16 years 4 months ago
Rule Extraction from Support Vector Machines: Measuring the Explanation Capability Using the Area under the ROC Curve
Recently, the area of rule extraction from support vector machines (SVMs) has been explored. One important indication of the success of a rule extraction method is the performance...
Andrew P. Bradley, Nahla H. Barakat
ICML
2008
IEEE
16 years 4 months ago
ICA and ISA using Schweizer-Wolff measure of dependence
We propose a new algorithm for independent component and independent subspace analysis problems. This algorithm uses a contrast based on the Schweizer-Wolff measure of pairwise de...
Barnabás Póczos, Sergey Kirshner
111
Voted
TACAS
2010
Springer
137views Algorithms» more  TACAS 2010»
15 years 10 months ago
Statistical Measurement of Information Leakage
Information theory provides a range of useful methods to analyse probability distributions and these techniques have been successfully applied to measure information flow and the ...
Konstantinos Chatzikokolakis, Tom Chothia, Apratim...
88
Voted
CAISE
2009
Springer
15 years 10 months ago
Measuring and Comparing Effectiveness of Data Quality Techniques
Abstract. Poor quality data may be detected and corrected by performing various quality assurance activities that rely on techniques with different efficacy and cost. In this pape...
Lei Jiang, Daniele Barone, Alexander Borgida, John...
107
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ICMCS
2006
IEEE
112views Multimedia» more  ICMCS 2006»
15 years 9 months ago
Multipoint Measuring System for Video and Sound - 100-camera and microphone system
We developed a novel multipoint measurement system capable of acquiring video and sound at more than 100 points in a "synchronized" manner. In this paper, we first descr...
Toshiaki Fujii, Kensaku Mori, Kazuya Takeda, Kenji...