{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T04:27:33Z","timestamp":1783571253016,"version":"3.55.0"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/icmlc48188.2019.8949189","type":"proceedings-article","created":{"date-parts":[[2020,1,8]],"date-time":"2020-01-08T01:08:48Z","timestamp":1578445728000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Multi-Perspective Creation of Diversity for Image Classification In Ensemble Learning Context"],"prefix":"10.1109","author":[{"given":"Han","family":"Liu","sequence":"first","affiliation":[{"name":"School of Computer Science and Informatics, Cardiff University,Queen's Buildings, 5 The Parade, Cardiff CF24 3AA,United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shyi-Ming","family":"Chen","sequence":"additional","affiliation":[{"name":"National Taiwan University of Science and Technology,Department of Computer Science and Information Engineering,Taipei,Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","first-page":"148","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proceedings of the 13th International Conference on Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref12","first-page":"1","article-title":"Combining classifiers: from the creation of ensembles to the decision fusion","author":"p","year":"2011","journal-title":"24th SIBGRAPI Conference on Graphics Patterns and Images Tutorials"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/1753-6561-5-S3-S11"},{"key":"ref14","author":"lichman","year":"2013","journal-title":"UCI Machine Learning Repository"},{"key":"ref15","first-page":"235","article-title":"Feature selection for machine learning: Comparing a correlation-based filter approach to the wrapper","author":"hall","year":"1999","journal-title":"Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference"},{"key":"ref16","first-page":"1022","article-title":"Multi-level discretization of continuous-valued attributes for classification learning","author":"fayyad","year":"1993","journal-title":"Proceedings of the 13th International Joint Conference on Artificial Intelligence"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1613\/jair.816"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3156\/jsoft.15.671"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1007\/s41066-019-00164-8","article-title":"Shape recognition through multi-level fusion of features and classifiers","volume":"5","author":"wang","year":"2020","journal-title":"Granular Computing"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-247-2.50066-8"},{"key":"ref3","first-page":"41","article-title":"An empirical study of the Naive Bayes classifier","volume":"3","author":"rish","year":"2001","journal-title":"Proceedings of IJCAI 2001 Workshop on Empirical Methods in Artificial Intelligence"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015415"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/34.982906"},{"key":"ref2","author":"quinlan","year":"1993","journal-title":"C4 5 Programs for Machine Learning Morgan Kaufmann Publishers"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICWAPR.2018.8521305"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"}],"event":{"name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","location":"Kobe, Japan","start":{"date-parts":[[2019,7,7]]},"end":{"date-parts":[[2019,7,10]]}},"container-title":["2019 International Conference on Machine Learning and Cybernetics (ICMLC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8942645\/8949161\/08949189.pdf?arnumber=8949189","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,29]],"date-time":"2025-07-29T18:23:25Z","timestamp":1753813405000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8949189\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/icmlc48188.2019.8949189","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}