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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
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...
CANDT
2009
15 years 7 months ago
Measuring self-focus bias in community-maintained knowledge repositories
Self-focus is a novel way of understanding a type of bias in community-maintained Web 2.0 graph structures. It goes beyond previous measures of topical coverage bias by encapsulat...
Brent Hecht, Darren Gergle
EUSFLAT
2003
125views Fuzzy Logic» more  EUSFLAT 2003»
15 years 4 months ago
Two fuzzy probability measures
2 Zadeh-type fuzzy probability The paper deals with two methods of a fuzzification of the Borel field of events and too the probability measure. The first approach generalizes the ...
Zdenek Karpisek, Karel Slavicek
MVA
1992
118views Computer Vision» more  MVA 1992»
15 years 4 months ago
A Mobile Robot for Visual Measurements in Architectural Applications
This paper describes a method to perform distance measurements inside buildings using a single video camera mounted on a mobile robot. This algorithm is designed specifically to c...
Xavier Lebègue, Jake K. Aggarwal