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Intelligent water drops algorithm for rough set feature selection Alijla, Basem O., Peng, Lim Chee, Khader, Ahamad Tajudin and Al-Betar, Mohammed Azmi 2013, Intelligent water drops algorithm for rough set feature selection, in Intelligent information and database systems : 5th Asian conference, ACIIDS 2013, Kuala Lumpur, Malaysia, March 18-20, 2013. Proceedings, Part 2, Springer, Berlin, Germany, pp.356-365. Attached Files Name Description MIMEType Size Downloads Title Intelligent water drops algorithm for rough set feature selection Author(s) Alijla, Basem O. Peng, Lim Chee Khader, Ahamad Tajudin Al-Betar, Mohammed Azmi Title of book Intelligent information and database systems : 5th Asian conference, ACIIDS 2013, Kuala Lumpur, Malaysia, March 18-20, 2013. Proceedings, Part 2 Editor(s) Selamat, Ali Nguyen, Ngoc Thanh Haron, Habibollah Publication date 2013 Series Lecture notes in artificial intelligence 7803 : subseries of lecture notes in computer science Chapter number 37 Total chapters 56 Start page 356 End page 365 Total pages 10 Publisher Springer Place of Publication Berlin, Germany Keyword(s) feature selection intelligent water drops rough set Summary In this article Intelligent Water Drops (IWD) algorithm is adapted for feature selection with Rough Set (RS). Specifically, IWD is used to search for a subset of features based on RS dependency as an evaluation function. The resulting system, called IWDRSFS (Intelligent Water Drops for Rough Set Feature Selection), is evaluated with six benchmark data sets. The performance of IWDRSFS are analysed and compared with those from other methods in the literature. The outcomes indicate that IWDRSFS is able to provide competitive and comparable results. In summary, this study shows that IWD is a useful method for undertaking feature selection problems with RS. ISBN 9783642365423 9783642365430 ISSN 0302-9743 1611-3349 Language eng Field of Research 080108 Neural, Evolutionary and Fuzzy Computation Socio Economic Objective 890205 Information Processing Services (incl. Data Entry and Capture) HERDC Research category B1 Book chapter Copyright notice ©2013, Springer Persistent URL http://hdl.handle.net/10536/DRO/DU:30057234 Document type: Book Chapter Collection: Centre for Intelligent Systems Research Related Links Link Description Connect to published version Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Versions Version Filter Type Wed, 23 Oct 2013, 11:15:52 EST Thu, 24 Oct 2013, 11:27:22 EST Wed, 30 Oct 2013, 11:37:26 EST Wed, 30 Oct 2013, 12:03:55 EST Wed, 30 Oct 2013, 12:05:04 EST Fri, 01 Nov 2013, 12:37:08 EST Thu, 13 Mar 2014, 16:40:25 EST Fri, 14 Mar 2014, 08:42:47 EST Wed, 19 Mar 2014, 10:53:14 EST Wed, 19 Mar 2014, 10:55:22 EST Wed, 19 Mar 2014, 11:09:19 EST Wed, 19 Mar 2014, 11:16:03 EST Wed, 19 Mar 2014, 11:22:18 EST Wed, 19 Mar 2014, 11:24:41 EST Wed, 19 Mar 2014, 11:31:52 EST Fri, 11 Apr 2014, 11:24:58 EST Fri, 11 Apr 2014, 15:34:23 EST Fri, 11 Apr 2014, 15:37:14 EST Filtered Full Access Statistics: 26 Abstract Views, 11 File Downloads  -  Detailed Statistics Created: Wed, 23 Oct 2013, 11:15:52 EST

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