{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T08:42:15Z","timestamp":1725698535749},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642326387"},{"type":"electronic","value":"9783642326394"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-32639-4_2","type":"book-chapter","created":{"date-parts":[[2012,8,1]],"date-time":"2012-08-01T11:07:54Z","timestamp":1343819274000},"page":"9-18","source":"Crossref","is-referenced-by-count":0,"title":["Extensions of Ant-Miner Algorithm to Deal with Class Imbalance Problem"],"prefix":"10.1007","author":[{"given":"Murilo","family":"Zangari","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wesley","family":"Rom\u00e3o","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ademir Aparecido","family":"Constantino","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"2_CR1","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1109\/TEVC.2002.802452","volume":"6","author":"R.S. Parpinelli","year":"2000","unstructured":"Parpinelli, R.S., Lopes, H.S., Freitas, A.A.: Data Mining With an Ant Colony Optimization Algorithm. IEEE Transactions on Evolutionary Computation\u00a06, 321\u2013332 (2000)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"2_CR2","unstructured":"Japkowicz, N.: Proceedings of the AAAI 2000 Workshop on Learning from Imbalanced Data Sets. AAAI Tech Report WS-00-05. AAAI (2000)"},{"key":"2_CR3","unstructured":"Chawla, N.V., Japkowicz, N., Kotcz, A.: Proceedings of the ICML 2003 Workshop on Learning from Imbalanced Data Sets (2003)"},{"key":"2_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1007730.1007733","volume":"6","author":"N.V. Chawla","year":"2004","unstructured":"Chawla, N.V., Japkowicz, N., Kotcz, A.: Editorial: Special Issue on Learning from Imbalanced Data Sets. ACM SIGKDD Explorations\u00a06, 1\u20136 (2004)","journal-title":"ACM SIGKDD Explorations"},{"key":"2_CR5","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1145\/1007730.1007734","volume":"6","author":"G. Weiss","year":"2004","unstructured":"Weiss, G.: Mining with Rarity: A Unifying Framework. ACM SIGKDD Explorations\u00a06, 7\u201319 (2004)","journal-title":"ACM SIGKDD Explorations"},{"key":"2_CR6","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1145\/1007730.1007735","volume":"6","author":"G.E.A.P.A. Batista","year":"2004","unstructured":"Batista, G.E.A.P.A., Prati, R.C., Monard, M.C.: A Study of the Behavior of Several Methods for Balancing Machine Learning Training Data. ACM SIGKDD Explorations\u00a06, 20\u201329 (2004)","journal-title":"ACM SIGKDD Explorations"},{"key":"2_CR7","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1145\/1007730.1007737","volume":"6","author":"N. Japkoawicz","year":"2004","unstructured":"Japkoawicz, N., Jo, T.: Class Imbalances versus Small Disjuncts. ACM SIGKDD Explorations\u00a06, 40\u201349 (2004)","journal-title":"ACM SIGKDD Explorations"},{"key":"2_CR8","unstructured":"Liu, X.-Y., Wu, J., Zhou, Z.: Exploratory Under-Sampling for Class-Imbalance Learning. IEEE Transactions on Systems, Man and Cybernetics, Part B, 1\u201314 (2008)"},{"key":"2_CR9","unstructured":"Carvalho, D.R.: \u00c1rvore de Decis\u00e3o\/Algoritmo Gen\u00e9tico para tratar o Problema de Pequenos Disjuntos em Classifica\u00e7\u00e3o de Dados. Tese apresentada \u00e0 COPPE\/UFRJ (2005)"},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1109\/3477.484436","volume":"26","author":"M. Dorigo","year":"1996","unstructured":"Dorigo, M., Colorni, A., Maniezzo, V.: The Ant System: Optimization by a colony of cooperating agentes. IEEE Transactions on Systems, Man and Cybernetics\u00a026, 29\u201341 (1996)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"2_CR11","unstructured":"Dorigo, M., Di Caro, G.: The Ant Colony Optimization meta-heuristic. In: New Ideas in Optimization, pp. 11\u201332 (1999)"},{"key":"2_CR12","unstructured":"Bo, L., Abbass, H.A., Mckay, B.: Density based Heuristic for Rule Discovery with Ant-Miner. In: The Sixth Australia-Japan Joint Workshop on Intelligent and Evolutionary System, pp. 180\u2013184 (2002)"},{"key":"2_CR13","unstructured":"Bo, L., Abbass, H.A., Mckay, B.: Classification Rule Discovery with Ant Colony Optimization. In: Proc. IEEE\/WIC International Conference on Intelligence Agent Technology, pp. 83\u201388 (2003)"},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1109\/TEVC.2006.890229","volume":"11","author":"D. Martens","year":"2007","unstructured":"Martens, D., Backer, M.D., Haesen, R., Vanthienen, J., Snoeck, M., Baesens, B.: Classification with ant colony optimization. IEEE Transactions on Evolutionary Computation\u00a011, 651\u2013665 (2007)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"2_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1007\/978-3-540-87527-7_5","volume-title":"Ant Colony Optimization and Swarm Intelligence","author":"F.E.B. Otero","year":"2008","unstructured":"Otero, F.E.B., Freitas, A.A., Johnson, C.G.: cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. In: Dorigo, M., Birattari, M., Blum, C., Clerc, M., St\u00fctzle, T., Winfield, A.F.T. (eds.) ANTS 2008. LNCS, vol.\u00a05217, pp. 48\u201359. Springer, Heidelberg (2008)"},{"key":"2_CR16","unstructured":"Meyer, F., Parpinelli, R.S.: Gui Ant-Miner: uma vers\u00e3o atualizada do minerador de dados baseado em col\u00f4nias de formigas. In: I Congresso Sul Catarinense de Computa\u00e7\u00e3o: UNESC - Crici\u00fama (2005)"},{"key":"2_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1007\/978-3-642-15461-4_15","volume-title":"Swarm Intelligence","author":"K.M. Salama","year":"2010","unstructured":"Salama, K.M., Abdelbar, A.M.: Extensions to the Ant-Miner Classification Rule Discovery Algorithm. In: Dorigo, M., Birattari, M., Di Caro, G.A., Doursat, R., Engelbrecht, A.P., Floreano, D., Gambardella, L.M., Gro\u00df, R., \u015eahin, E., Sayama, H., St\u00fctzle, T. (eds.) ANTS 2010. LNCS, vol.\u00a06234, pp. 167\u2013178. Springer, Heidelberg (2010)"},{"key":"2_CR18","unstructured":"Machine Learning Group at University of Waikato, \n                    \n                      http:\/\/www.cs.waikato.ac.nz\/~ml\/weka"},{"key":"2_CR19","unstructured":"Machine Learning Repository from University California Irvine, \n                    \n                      http:\/\/archive.ics.uci.edu\/ml\/"},{"key":"2_CR20","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning - IDEAL 2012"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-32639-4_2.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T12:09:38Z","timestamp":1620130178000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-32639-4_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642326387","9783642326394"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-32639-4_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}