{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T04:19:19Z","timestamp":1777695559958,"version":"3.51.4"},"reference-count":19,"publisher":"SAGE Publications","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IDA"],"published-print":{"date-parts":[[2017,3,2]]},"DOI":"10.3233\/ida-150322","type":"journal-article","created":{"date-parts":[[2017,3,7]],"date-time":"2017-03-07T10:18:51Z","timestamp":1488881931000},"page":"371-383","source":"Crossref","is-referenced-by-count":3,"title":["Feature bundling in decision tree algorithm"],"prefix":"10.1177","volume":"21","author":[{"given":"Xu","family":"Zhuang","sequence":"first","affiliation":[{"name":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chin-Chen","family":"Chang","sequence":"additional","affiliation":[{"name":"Department of Information Engineering and Computer Science, Feng Chia University, Taichung City 40724, Taiwan"},{"name":"Department of Computer Science and Information Engineering, Asia University, Taichung 41354, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Peng","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"10.3233\/IDA-150322_ref1","doi-asserted-by":"crossref","first-page":"214","DOI":"10.1109\/6104.956807","article-title":"Feature transformation methods in data mining","volume":"24","author":"Kusiak","year":"2001","journal-title":"IEEE Transactions on Electronics Packaging Manufacturing"},{"key":"10.3233\/IDA-150322_ref2","doi-asserted-by":"crossref","unstructured":"Ntoulas A., Najork M., Manasse M. and Fetterly D., Detecting spam web pages through content analysis, in: Proceedings of the World Wide Web Conference, Scotland (2006), 83-92.","DOI":"10.1145\/1135777.1135794"},{"key":"10.3233\/IDA-150322_ref3","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1145\/1189702.1189703","article-title":"A reference collection for web spam","volume":"40","author":"Castillo","year":"2006","journal-title":"SIGIR Forum"},{"key":"10.3233\/IDA-150322_ref4","doi-asserted-by":"crossref","unstructured":"Castillo C., Chellapilla K. and Denoyer L., Web spam challenge 2008, in: Proceedings of the 4th International Workshop on Adversary Information Retrieval on the Web (AIRWeb) (2008).","DOI":"10.1145\/1367497.1367761"},{"key":"10.3233\/IDA-150322_ref5","doi-asserted-by":"crossref","unstructured":"Matheus C., The need for constructive induction, in: Machine Learning - Proceedings of the Eighth International Workshop (1991), 173-177.","DOI":"10.1016\/B978-1-55860-200-7.50038-6"},{"key":"10.3233\/IDA-150322_ref6","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1002\/wics.101","article-title":"Principal component analysis","volume":"2","author":"Abdi","year":"2010","journal-title":"Wiley Interdisciplinary Reviews: Computational Statistics"},{"key":"10.3233\/IDA-150322_ref7","doi-asserted-by":"crossref","first-page":"1263","DOI":"10.1109\/TKDE.2008.239","article-title":"Learning from imbalanced data","volume":"21","author":"He","year":"2009","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.3233\/IDA-150322_ref8","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1109\/MIS.1998.671088","article-title":"Feature transformation and subset selection","volume":"13","author":"Liu","year":"1998","journal-title":"IEEE Intell Syst Their Appl"},{"key":"10.3233\/IDA-150322_ref9","doi-asserted-by":"crossref","first-page":"2633","DOI":"10.1016\/j.eswa.2008.01.053","article-title":"Effects of feature construction on classification performance: An empirical study in bank failure prediction","volume":"36","author":"Zhao","year":"2009","journal-title":"Expert Systems with Application"},{"key":"10.3233\/IDA-150322_ref10","doi-asserted-by":"crossref","unstructured":"Guyou I. and Elisseeff A., An introduction to feature extraction, Springer Berlin Heidelberg, 2006, pp. 1-25.","DOI":"10.1007\/978-3-540-35488-8_1"},{"key":"10.3233\/IDA-150322_ref11","doi-asserted-by":"crossref","unstructured":"Martinez-Romo J. and Araujo L., Web spam identification through language model analysis, in: Proceedings of AIRWeb '09, Spain (2009), 21-28.","DOI":"10.1145\/1531914.1531920"},{"key":"10.3233\/IDA-150322_ref12","volume-title":"C4.5: Programs For Machine Learning","author":"Quinlan","year":"1993"},{"key":"10.3233\/IDA-150322_ref13","first-page":"1","article-title":"Link-based characterization and detection of web spam","author":"Becchetti","year":"2006","journal-title":"AIRWeb"},{"key":"10.3233\/IDA-150322_ref14","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1109\/TKDE.2012.35","article-title":"A survey of discretization techniques: Taxonomy and empirical analysis in supervised learning","volume":"25","author":"Garcia","year":"2013","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.3233\/IDA-150322_ref15","doi-asserted-by":"crossref","first-page":"1462","DOI":"10.1016\/j.patrec.2013.05.017","article-title":"Combating web spam through trust-distrust propagation with confidence","volume":"34","author":"Liu","year":"2013","journal-title":"Pattern Recognition Letters"},{"key":"10.3233\/IDA-150322_ref16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10115-007-0114-2","article-title":"Top 10 algorithms in data mining","volume":"14","author":"Wu","year":"2008","journal-title":"Knowledge and Information Systems"},{"key":"10.3233\/IDA-150322_ref17","unstructured":"Yahoo! Research: Web Spam Collections. http:\/\/barcelona.research.yahoo.net\/webspam\/datasets\/Crawled by the Laboratory of Web Algorithmics, University of Milan, http:\/\/law.dsi.unimi.it\/."},{"key":"10.3233\/IDA-150322_ref18","unstructured":"Gyongyi Z. and Garcia-Molina H., Web spam taxonomy, in: Proceedings of the 1st International Conference on Very Large Data Bases (2005)."},{"key":"10.3233\/IDA-150322_ref19","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough set: Theoretical aspects of reasoning about data","author":"Pawlak","year":"1991"}],"container-title":["Intelligent Data Analysis"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/IDA-150322","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:17:50Z","timestamp":1777454270000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/IDA-150322"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3,2]]},"references-count":19,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/ida-150322","relation":{},"ISSN":["1088-467X","1571-4128"],"issn-type":[{"value":"1088-467X","type":"print"},{"value":"1571-4128","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,3,2]]}}}