{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T07:37:16Z","timestamp":1761896236943},"reference-count":14,"publisher":"World Scientific Pub Co Pte Lt","issue":"06","funder":[{"name":"US National Science Foundation","award":["61402425,61272470,61305087,61440060,41404076,2015CFA065,IIS-1115417"],"award-info":[{"award-number":["61402425,61272470,61305087,61440060,41404076,2015CFA065,IIS-1115417"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2016,7]]},"abstract":"<jats:p> Multi-label classification is to assign an instance to multiple classes. Naive Bayes (NB) is one of the most popular algorithms for pattern recognition and classification. It has a high performance in single label classification. It is naturally extended for multi-label classification under the assumption of label independence. As we know, NB is based on a simple but unrealistic assumption that attributes are conditionally independent given the class. Therefore, a double weighted NB (DWNB) is proposed to demonstrate the influences of predicting different labels based on different attributes. Our DWNB utilizes the niching cultural algorithm (NLA) to determine the weight configuration automatically. Our experimental results show that our proposed DWNB outperforms NB and its extensions significantly in multi-label classification. <\/jats:p>","DOI":"10.1142\/s0218001416500130","type":"journal-article","created":{"date-parts":[[2016,2,24]],"date-time":"2016-02-24T01:44:04Z","timestamp":1456278244000},"page":"1650013","source":"Crossref","is-referenced-by-count":21,"title":["A Double Weighted Naive Bayes with Niching Cultural Algorithm for Multi-Label Classification"],"prefix":"10.1142","volume":"30","author":[{"given":"Xuesong","family":"Yan","sequence":"first","affiliation":[{"name":"School of Computer Science, Chin University of Geosciences, Hubei, Wuhan 430074, P. R. China"}]},{"given":"Qinghua","family":"Wu","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science and Engineering, WuHan Institute of Technology, Hubei, Wuhan 430074, P. R. China"}]},{"given":"Victor S.","family":"Sheng","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Central Arkansas, Conway, AR 72035, USA"}]}],"member":"219","published-online":{"date-parts":[[2016,5,9]]},"reference":[{"key":"S0218001416500130BIB001","volume-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Reasoning","author":"Pearl J.","year":"1988"},{"key":"S0218001416500130BIB002","first-page":"223","volume":"90","author":"Langley P.","year":"1992","journal-title":"AAAI J."},{"key":"S0218001416500130BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-47887-6_10"},{"key":"S0218001416500130BIB005","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"S0218001416500130BIB007","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.11.007"},{"key":"S0218001416500130BIB011","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-36668-3_116"},{"key":"S0218001416500130BIB012","doi-asserted-by":"publisher","DOI":"10.1023\/A:1025667309714"},{"key":"S0218001416500130BIB013","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2006.11.008"},{"issue":"5","key":"S0218001416500130BIB014","first-page":"1672","volume":"7","author":"Wu J.","year":"2011","journal-title":"J. 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