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MCS
2002
Springer
15 years 6 months ago
New Measure of Classifier Dependency in Multiple Classifier Systems
Abstract. Recent findings in the domain of combining classifiers provide a surprising revision of the usefulness of diversity for modelling combined performance. Although there is ...
Dymitr Ruta, Bogdan Gabrys
WOLLIC
2009
Springer
16 years 1 months ago
Property Driven Three-Valued Model Checking on Hybrid Automata
Abstract. In this paper, we present a three-valued property driven model checking algorithm for the logic CTL on hybrid automata. The technique of multivalued model checking for hy...
Kerstin Bauer, Raffaella Gentilini, Klaus Schneide...
BIODATAMINING
2008
135views more  BIODATAMINING 2008»
15 years 6 months ago
Fast Gene Ontology based clustering for microarray experiments
Background: Analysis of a microarray experiment often results in a list of hundreds of diseaseassociated genes. In order to suggest common biological processes and functions for t...
Kristian Ovaska, Marko Laakso, Sampsa Hautaniemi
BMCBI
2007
134views more  BMCBI 2007»
15 years 6 months ago
A framework for significance analysis of gene expression data using dimension reduction methods
Background: The most popular methods for significance analysis on microarray data are well suited to find genes differentially expressed across predefined categories. However, ide...
Lars Halvor Gidskehaug, Endre Anderssen, Arnar Fla...
ICCV
2011
IEEE
14 years 6 months ago
In Defense of Soft-assignment Coding
In object recognition, soft-assignment coding enjoys computational efficiency and conceptual simplicity. However, its classification performance is inferior to the newly develop...
Lingqiao Liu, Lei Wang, Xinwang Liu