{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T01:25:50Z","timestamp":1760577950379,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,7,8]],"date-time":"2009-07-08T00:00:00Z","timestamp":1247011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2009,7,8]]},"DOI":"10.1145\/1569901.1569910","type":"proceedings-article","created":{"date-parts":[[2009,7,21]],"date-time":"2009-07-21T13:32:17Z","timestamp":1248183137000},"page":"57-64","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Particle swarm optimization based multi-prototype ensembles"],"prefix":"10.1145","author":[{"given":"Ammar","family":"Mohemmed","sequence":"first","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}]},{"given":"Mark","family":"Johnston","sequence":"additional","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}]},{"given":"Mengjie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Victoria University of Wellington, Wellington, New Zealand"}]}],"member":"320","published-online":{"date-parts":[[2009,7,8]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"UCI repository of machine learning databases. http:\/\/archive.ics.uci.edu\/ml\/datasets.html.  UCI repository of machine learning databases. http:\/\/archive.ics.uci.edu\/ml\/datasets.html."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.2"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/5326.661091"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018054314350"},{"key":"e_1_3_2_1_5_1","first-page":"67","volume-title":"ICML'03","author":"Brown G.","year":"2003","unstructured":"G. Brown and J. Wyatt . The use of the ambiguity decomposition in neural network ensemble learning methods. In T. Fawcett, et al., editors , ICML'03 , pages 67 -- 74 , 2003 . G. Brown and J. Wyatt. The use of the ambiguity decomposition in neural network ensemble learning methods. In T. Fawcett, et al., editors, ICML'03, pages 67--74, 2003."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2004.04.004"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/0169-2070(85)90020-2"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/for.3980080302"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/SIS.2007.368037"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2005.09.004"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:HEUR.0000034715.70386.5b"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/3091696.3091715"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277317"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(96)00098-6"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.709601"},{"key":"e_1_3_2_1_17_1","first-page":"129","volume-title":"Machine Learning: An Artificial Intelligence Approach","author":"Holland J.","year":"1986","unstructured":"J. Holland . Escaping brittleness: the possibilities of general purpose learning algorithms applied to parallel rule-based systems . In Machine Learning: An Artificial Intelligence Approach , pages 129 -- 138 . Morgan Kauffman , 1986 . J. Holland. Escaping brittleness: the possibilities of general purpose learning algorithms applied to parallel rule-based systems. In Machine Learning: An Artificial Intelligence Approach, pages 129--138. Morgan Kauffman, 1986."},{"key":"e_1_3_2_1_18_1","first-page":"2332","volume-title":"Proceedings of 2004 International Conference on Machine Learning and Cybernetics","volume":"4","author":"Jian W.","year":"2004","unstructured":"W. Jian , Y.-C. Xue , and J.-X. Qian . An improved particle swarm optimization algorithm with neighborhoods topologies . In Proceedings of 2004 International Conference on Machine Learning and Cybernetics , volume 4 , pages 2332 -- 2337 , 2004 . W. Jian, Y.-C. Xue, and J.-X. Qian. An improved particle swarm optimization algorithm with neighborhoods topologies. In Proceedings of 2004 International Conference on Machine Learning and Cybernetics, volume 4, pages 2332--2337, 2004."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(03)00175-4"},{"key":"e_1_3_2_1_21_1","first-page":"429","volume-title":"Proceedings of the Sixth International Conference on Genetic Algorithms","author":"Knight L.","year":"1995","unstructured":"L. Knight and S. Sen . Please: a prototype learning system using genetic algorithms . In Proceedings of the Sixth International Conference on Genetic Algorithms , pages 429 -- 435 . Morgan Kaufmann , 1995 . L. Knight and S. Sen. Please: a prototype learning system using genetic algorithms. In Proceedings of the Sixth International Conference on Genetic Algorithms, pages 429--435. Morgan Kaufmann, 1995."},{"key":"e_1_3_2_1_22_1","first-page":"1137","volume-title":"International Joint Conference on Artificial Intelligence (IJCAI)","author":"Kohavi R.","year":"1995","unstructured":"R. Kohavi . A study of cross-validation and bootstrap for accuracy estimation and model selection . In International Joint Conference on Artificial Intelligence (IJCAI) , pages 1137 -- 1145 , 1995 . R. Kohavi. A study of cross-validation and bootstrap for accuracy estimation and model selection. In International Joint Conference on Artificial Intelligence (IJCAI), pages 1137--1145, 1995."},{"key":"e_1_3_2_1_23_1","first-page":"231","volume-title":"Advances in Neural Information Processing Systems","author":"Krogh A.","year":"1995","unstructured":"A. Krogh and J. Vedelsby . Neural network ensembles, cross validation, and active learning . In Advances in Neural Information Processing Systems , pages 231 -- 238 , 1995 . A. Krogh and J. Vedelsby. Neural network ensembles, cross validation, and active learning. In Advances in Neural Information Processing Systems, pages 231--238, 1995."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.887233"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/3468.618255"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00073-8"},{"key":"e_1_3_2_1_27_1","first-page":"1951","volume-title":"IEEE Congress on Evolutionary Computation","volume":"2","author":"Maurice C.","year":"1999","unstructured":"C. Maurice . The swarm and queen: towards a deterministic and adaptive particle swarm optimization . In IEEE Congress on Evolutionary Computation , volume 2 , pages 1951 -- 1957 , 1999 . C. Maurice. The swarm and queen: towards a deterministic and adaptive particle swarm optimization. In IEEE Congress on Evolutionary Computation, volume 2, pages 1951--1957, 1999."},{"key":"e_1_3_2_1_28_1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1007\/978-3-540-27868-9_42","volume-title":"Optimizing classification ensembles via a genetic algorithm for a web-based educational system","author":"Minaei-Bidgoli B.","year":"2004","unstructured":"B. Minaei-Bidgoli , G. Kortemeyer , and W. F. Punch . Optimizing classification ensembles via a genetic algorithm for a web-based educational system . In Lecture Notes in Computer Science , volume 3138 , pages 397 -- 406 , 2004 . B. Minaei-Bidgoli, G. Kortemeyer, and W. F. Punch. Optimizing classification ensembles via a genetic algorithm for a web-based educational system. In Lecture Notes in Computer Science, volume 3138, pages 397--406, 2004."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.614"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0793-4_4"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/095400996116820"},{"key":"e_1_3_2_1_33_1","first-page":"235","volume-title":"Partitioning by particle swarm optimization","author":"Trejos-Zelaya J.","year":"2007","unstructured":"J. Trejos-Zelaya and M. Villalobos-Arias . Partitioning by particle swarm optimization . In P. Brito, et al., editors, Selected Contributions in Data Analysis and Classification. Studies in Classification, Data Analysis, and Knowledge Organization, chapter 22, pages 235 -- 244 . Springer , 2007 . J. Trejos-Zelaya and M. Villalobos-Arias. Partitioning by particle swarm optimization. In P. Brito, et al., editors, Selected Contributions in Data Analysis and Classification. Studies in Classification, Data Analysis, and Knowledge Organization, chapter 22, pages 235--244. Springer, 2007."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/21.155943"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/3477.678637"},{"key":"e_1_3_2_1_36_1","first-page":"797","volume-title":"Proc. of IJCAI","author":"Zhou Z.-H.","year":"2001","unstructured":"Z.-H. Zhou , J.-X. Wu , Y. Jiang , and S.-F. Chen . Genetic algorithm based selective neural network ensemble . In Proc. of IJCAI , pages 797 -- 802 , 2001 . Z.-H. Zhou, J.-X. Wu, Y. Jiang, and S.-F. Chen. Genetic algorithm based selective neural network ensemble. In Proc. of IJCAI, pages 797--802, 2001."}],"event":{"name":"GECCO09: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation","ACM Association for Computing Machinery"],"location":"Montreal Qu\u00e9bec Canada","acronym":"GECCO09"},"container-title":["Proceedings of the 11th Annual conference on Genetic and evolutionary computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1569901.1569910","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1569901.1569910","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T12:17:49Z","timestamp":1750249069000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1569901.1569910"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,7,8]]},"references-count":35,"alternative-id":["10.1145\/1569901.1569910","10.1145\/1569901"],"URL":"https:\/\/doi.org\/10.1145\/1569901.1569910","relation":{},"subject":[],"published":{"date-parts":[[2009,7,8]]},"assertion":[{"value":"2009-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}