REVIEW: FEATURE SELECTION USING ROUGH SET
Keywords:
Abstract
The aim of this paper is to give a review of literature on rough set approach for feature selection and also on adjoining key topics written from 2009 to 2014 in the research area of feature selection using rough set. The advantage of this review is to find research papers according to given key topics.References
Arafat H., Elawady R., Barakat S., Elrashidy N., “ Using Rough Set and Ant Colony optimization in feature Selection”, Vol. - 2, 148-155, 2013.
Banati H., Bajaj M., “Fire Fly Based Feature Selection Approach”, Vol.-8, 473-480, 2011.
Chen Y., Miao D., Wang R., “A rough set approach to feature selection based on ant colony optimization”, Vol. - 31, 226-233, 2010.
Dash M., Liu H., “Feature selection for classification. Intell. Data Analysis”, Vol.-1, 131 -156. 1997.
Dia J., Xu Q., “Attribute selection based on information gain ratio in fuzzy rough set theory with application to tumor classification”, Vol.-13, 211- 221, 2013.
Foithong S., Pinngern Q., Attachoo B., “Feature subset selection wrapper based on mutual information and rough sets”, Vol.- 39, 574 – 584 , 2012.
Mafarja M., Eleyan D., “Ant Colony Optimization based Feature Selection in Rough Set Theory”, Vol.-1, 244 -247, 2013.
Mishra D., Rath A., Acharya M., and Jena T., “Rough ACO: A Hybridized Model for Feature Selection in Gene Expression Data”, Vol. -1, 85 -98, 2009.
Moudani W., Shahin A., Chakik F., Mora- Camino F., “Dynamic Rough Sets Features Reduction” , Vol.-9, 1 -10, 2011.
Muthurajkumar S., Kulothungan K., Vijayalakshmi M., Jaisankar N., Kannan A. , “A Rough Set based feature Selection Algorithm for Effective Intrusion Detection in Cloud Mode”, 2013.
Pawlak Z., Marek W., “Information storage and retrieval: Mathematical foundation”, Theoretical Computer Science, 331-354, 1976.
Pawlak Z., “Rough sets: “Theoretical aspects of reasoning about data”, Kluwer, Netherland, 1991.
Pawlak Z., “Rough Set, Institute of Theoretical and Applied Information, Polish academy of Sciences”.
Qablan T., Qasem A., Radaideh A., Shuqeir S., “A Reduct Computation Based on Ant Colony Optimization” ,Vol. -21, 29-40, 2012.
Qamar U., Keane J., “Clustering Using Rough – Set Feature Selection”, Vol.-21, 5915-5920, 2012.
Sabu M.K, “A Rough Set Based Feature Selection Approach for the Predication of Learning Disabilities”, Vol.-2, issue-12, 43-48, 2014.
Senan N., Ibrahim R., Mohd Nawi N., “Rough Set Approach for Attributes Selection of Traditional Malay Musical Instruments Sounds Classification”, Vol.-4, issue-3, 59-78, 2011.
Silvia R. and Germano L.-T., “Rough Set Theory – Fundamental Concepts, Principals, Data Extraction, and Applications”.
Walczak B., Massart D. L., “Rough Set Theory”, Vol.-47, 1 -16, 1999.
Wang J., Hedar A., Wang S., Ma J., “Rough Set and scatter search met heuristic based feature selection for credit scoring”, Vol.- 39, 6123-6128, 2012.
Yang Y., Wang G., Kong H., “Self-Learning Facial Emotional Feature Selection Based on Rough Set Theory”, Vol.-2009, Article ID-802932, 2009.
You – Chen S. , “Classifying credit ratings for Asian banks using integrating feature selection and the CPDA – based rough sets approach” , Vol-26, 259 -270, 2014.
Downloads
Published
Issue
Section
License
Copyright Notice
Submission of an article implies that the work described has not been published previously (except in the form of an abstract or as part of a published lecture or academic thesis), that it is not under consideration for publication elsewhere, that its publication is approved by all authors and tacitly or explicitly by the responsible authorities where the work was carried out, and that, if accepted, will not be published elsewhere in the same form, in English or in any other language, without the written consent of the Publisher. The Editors reserve the right to edit or otherwise alter all contributions, but authors will receive proofs for approval before publication.
Copyrights for articles published in World Scholars journals are retained by the authors, with first publication rights granted to the journal. The journal/publisher is not responsible for subsequent uses of the work. It is the author's responsibility to bring an infringement action if so desired by the author.
