{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T17:26:35Z","timestamp":1771003595824,"version":"3.50.1"},"reference-count":21,"publisher":"SAGE Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2016,10,13]]},"DOI":"10.3233\/jcm-160646","type":"journal-article","created":{"date-parts":[[2016,9,6]],"date-time":"2016-09-06T11:36:11Z","timestamp":1473161771000},"page":"641-652","source":"Crossref","is-referenced-by-count":5,"title":["Incremental attribute reduction algorithm for big data using MapReduce"],"prefix":"10.1177","volume":"16","author":[{"given":"Ping","family":"Lv","sequence":"first","affiliation":[{"name":"Key Laboratory of Cloud Computing and Intelligent Information Processing of Changzhou City, Jiangsu University of Technology, Changzhou, Jiangsu, China"},{"name":"Jiangsu Key Laboratory of Big Data Analysis Technology\/B-DAT, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China"}]},{"given":"Jin","family":"Qian","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cloud Computing and Intelligent Information Processing of Changzhou City, Jiangsu University of Technology, Changzhou, Jiangsu, China"},{"name":"Jiangsu Key Laboratory of Big Data Analysis Technology\/B-DAT, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China"}]},{"given":"Xiaodong","family":"Yue","sequence":"additional","affiliation":[{"name":"School of Computer Engineering and Science, Shanghai University, Shanghai, China"}]}],"member":"179","reference":[{"key":"10.3233\/JCM-160646_ref1","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/BF01001956","article-title":"Rough sets","volume":"11","author":"Pawlak","year":"1982","journal-title":"International Journal of Computer and Information Sciences"},{"key":"10.3233\/JCM-160646_ref2","doi-asserted-by":"crossref","unstructured":"Skowronx A. and Skowron C., The discernibility matrices and functions in information systems, in: Intelligent Decision Support, Handbook of Applications and Advances of the Rough Sets Theory, Slowi\u0144ski R., ed., Kluwer, Dordrecht, 1992, pp. 331-362.","DOI":"10.1007\/978-94-015-7975-9_21"},{"key":"10.3233\/JCM-160646_ref3","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1016\/j.artint.2010.04.018","article-title":"Positive approximation: An accelerator for attribute reduction in rough set theory","volume":"174","author":"Qian","year":"2010","journal-title":"Artificial Intelligence"},{"key":"10.3233\/JCM-160646_ref4","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1016\/j.ijar.2010.07.011","article-title":"Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation","volume":"52","author":"Qian","year":"2011","journal-title":"International Journal of Approximate Reasoning"},{"key":"10.3233\/JCM-160646_ref5","first-page":"815","article-title":"An incremental updating algorithm for attribute reduction based on improved discernibility matrix","volume":"30","author":"Yang","year":"2007","journal-title":"Chinese Journal of Computers"},{"key":"10.3233\/JCM-160646_ref6","doi-asserted-by":"crossref","first-page":"11439","DOI":"10.1016\/j.eswa.2009.03.056","article-title":"Rule induction based on an incremental rough set","volume":"36","author":"Fan","year":"2009","journal-title":"Expert Systems with Applications"},{"issue":"4","key":"10.3233\/JCM-160646_ref7","first-page":"495","article-title":"Effective incremental algorithm for attribute reduction","volume":"26","author":"Feng","year":"2011","journal-title":"Control and Decision"},{"key":"10.3233\/JCM-160646_ref8","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1007\/978-3-642-21697-8_34","article-title":"An efficient incremental updating algorithm for knowledge reduction in information system","volume":"97","author":"Zhang","year":"2011","journal-title":"Electronics and Signal Processing"},{"key":"10.3233\/JCM-160646_ref9","first-page":"135","article-title":"Rough sets based incremental rule acquisition in set-valued information systems","volume":"391","author":"Zhang","year":"2012","journal-title":"Autonomous Systems: Developments and Trends"},{"issue":"3","key":"10.3233\/JCM-160646_ref10","first-page":"397","article-title":"An incremental algorithm for attribute reduction based on labeled discernibility matrix","volume":"40","author":"Yin","year":"2014","journal-title":"Acta Automatica Sinica"},{"key":"10.3233\/JCM-160646_ref11","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/j.knosys.2016.04.007","article-title":"An incremental approach for attribute reduction based on knowledge granularity","volume":"104","author":"Jing","year":"2016","journal-title":"Knowledge-Based Systems"},{"key":"10.3233\/JCM-160646_ref12","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1016\/j.ins.2013.09.035","article-title":"Dynamic maintenance of approximations in set-valued ordered decision systems under the attribute generalization","volume":"257","author":"Luo","year":"2014","journal-title":"Information Science"},{"key":"10.3233\/JCM-160646_ref13","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1016\/j.knosys.2012.10.010","article-title":"Attribute reduction: A dimension incremental strategy","volume":"39","author":"Wang","year":"2013","journal-title":"Knowledge-Based System"},{"issue":"1","key":"10.3233\/JCM-160646_ref14","doi-asserted-by":"crossref","first-page":"676","DOI":"10.1016\/j.asoc.2012.07.018","article-title":"Attribute reduction for dynamic data sets","volume":"13","author":"Wang","year":"2013","journal-title":"Applied Soft Computing"},{"issue":"12","key":"10.3233\/JCM-160646_ref15","doi-asserted-by":"crossref","first-page":"2886","DOI":"10.1109\/TKDE.2014.2320740","article-title":"A rough set-based method for updating decision rules on attribute values' coarsening and refining","volume":"26","author":"Chen","year":"2014","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"10.3233\/JCM-160646_ref16","unstructured":"Qian J., Ye F.Y. and Lv P., An incremental attribute reduction algorithm in decision table, in: Proceedings of the 7th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Yantai, China: IEEE, 4 (2010), 1848-1852."},{"issue":"2","key":"10.3233\/JCM-160646_ref17","doi-asserted-by":"crossref","first-page":"294","DOI":"10.1109\/TKDE.2012.146","article-title":"A group incremental approach to feature selection applying rough set technique","volume":"26","author":"Liang","year":"2014","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.3233\/JCM-160646_ref18","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","article-title":"MapReduce: Simplified data processing on large clusters","volume":"51","author":"Dean","year":"2008","journal-title":"Communications of the ACM"},{"key":"10.3233\/JCM-160646_ref19","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1016\/j.ins.2014.04.019","article-title":"Parallel attribute reduction algorithms using MapReduce","volume":"279","author":"Qian","year":"2014","journal-title":"Information Sciences"},{"key":"10.3233\/JCM-160646_ref20","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.future.2013.09.010","article-title":"Large-scale incrmental processing with MapReduce","volume":"36","author":"Lee","year":"2014","journal-title":"Future Generation Computer Systems"},{"key":"10.3233\/JCM-160646_ref21","first-page":"1064","article-title":"Parallel and Incremental algorithm for knowledge update based on rough sets in cloud platform","volume":"26","author":"Zhang","year":"2015","journal-title":"Journal of Software"}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-160646","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T16:32:21Z","timestamp":1771000341000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-160646"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,13]]},"references-count":21,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.3233\/jcm-160646","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,10,13]]}}}