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  1. International Journal of Machine Learning and Cybernetics
  2. International Journal of Machine Learning and Cybernetics : Volume 4
  3. International Journal of Machine Learning and Cybernetics : Volume 4, Issue 6, December 2013
  4. Dependency space, closure system and rough set theory
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International Journal of Machine Learning and Cybernetics : Volume 8
International Journal of Machine Learning and Cybernetics : Volume 7
International Journal of Machine Learning and Cybernetics : Volume 6
International Journal of Machine Learning and Cybernetics : Volume 5
International Journal of Machine Learning and Cybernetics : Volume 4
International Journal of Machine Learning and Cybernetics : Volume 4, Issue 6, December 2013
Discovering the discovery of Linguistic Geometry
Dependency space, closure system and rough set theory
Automatic non-interactive matting of dynamic targets in complex video using Graph Cuts
A variational Bayesian framework for group feature selection
Two kinds of multi-level formal concepts and its application for sets approximations
Fuzzy rough set models over two universes
A fuzzy approach to multicriteria assignment problem using exponential membership functions
Intuitionistic fuzzy filter theory of BL-algebras
New approach to MCDM under interval-valued intuitionistic fuzzy environment
Principal component analysis using QR decomposition
Properties of two types of covering-based rough sets
Face hallucination using example-based regularization
Proximal support tensor machines
An intuitionistic fuzzy weighted OWA operator and its application
On rule acquisition in decision formal contexts
On bijective correspondence between IF-preorders and saturated IF-topologies
International Journal of Machine Learning and Cybernetics : Volume 4, Issue 5, October 2013
International Journal of Machine Learning and Cybernetics : Volume 4, Issue 4, August 2013
International Journal of Machine Learning and Cybernetics : Volume 4, Issue 3, June 2013
International Journal of Machine Learning and Cybernetics : Volume 4, Issue 2, April 2013
International Journal of Machine Learning and Cybernetics : Volume 4, Issue 1, February 2013
International Journal of Machine Learning and Cybernetics : Volume 3
International Journal of Machine Learning and Cybernetics : Volume 2
International Journal of Machine Learning and Cybernetics : Volume 1

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Dependency space, closure system and rough set theory

Content Provider Springer Nature Link
Author Kang, Xiangping Li, Deyu
Copyright Year 2012
Abstract This paper researches on potential relations of dependency space, closure system and rough set theory, and mainly focuses on solving some essential problems of rough set theory based on dependency space and closure system respectively. Firstly, we pretreat an information system into a relatively simple derivative system, in which dependency space and closure system are generated; Secondly, by means of dependency space and closure system separately we can solve some essential problems of rough set theory, such as reducts, cores; Finally, we reveal interior relations between dependency space and closure system. Conclusions of this paper not only help to understand rough set theory from the prospective of the dependency space and closure system, but also provide a new theoretical basis for data analysis and processing.
Starting Page 595
Ending Page 599
Page Count 5
File Format PDF
ISSN 18688071
Journal International Journal of Machine Learning and Cybernetics
Volume Number 4
Issue Number 6
e-ISSN 1868808X
Language English
Publisher Springer Berlin Heidelberg
Publisher Date 2012-08-18
Publisher Place Berlin, Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Rough set theory Dependency space Closure system Computational Intelligence Artificial Intelligence (incl. Robotics) Control, Robotics, Mechatronics Statistical Physics, Dynamical Systems and Complexity Systems Biology Pattern Recognition
Content Type Text
Resource Type Article
Subject Artificial Intelligence Computer Vision and Pattern Recognition Software
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