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» Measuring the Complexity of Classification Problems
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DAWAK
2010
Springer
13 years 6 months ago
Modelling Complex Data by Learning Which Variable to Construct
Abstract. This paper addresses a task of variable selection which consists in choosing a subset of variables that is sufficient to predict the target label well. Here instead of tr...
Françoise Fessant, Aurélie Le Cam, M...
ICIP
2008
IEEE
14 years 7 months ago
Complex discriminant features for object classification
A new algorithm for the design of complex features, to be used in the discriminant saliency approach to object classification, is presented. The algorithm consists of sequential r...
Sunhyoung Han, Nuno Vasconcelos
RSCTC
2000
Springer
139views Fuzzy Logic» more  RSCTC 2000»
13 years 9 months ago
Application of Normalized Decision Measures to the New Case Classification
The optimization of rough set based classification models with respect to parameterized balance between a model's complexity and confidence is discussed. For this purpose, the...
Dominik Slezak, Jakub Wroblewski
ICTAI
2003
IEEE
13 years 11 months ago
Task Allocation via Multi-Agent Coalition Formation: Taxonomy, Algorithms and Complexity
Coalition formation has become a key topic in multiagent research. In this paper, we propose a preliminary classification for the coalition formation problem based on three drivin...
Hoong Chuin Lau, Lei Zhang
CLASSIFICATION
2008
54views more  CLASSIFICATION 2008»
13 years 5 months ago
On the Indeterminacy of Resemblance Measures for Binary (Presence/Absence) Data
: Many similarity coefficients for binary data are defined as fractions. For certain resemblance measures the denominator may become zero. If the denominator is zero the value of t...
Matthijs J. Warrens