{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T07:16:41Z","timestamp":1725520601446},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540893752"},{"type":"electronic","value":"9783540893769"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-89376-9_11","type":"book-chapter","created":{"date-parts":[[2008,11,4]],"date-time":"2008-11-04T05:31:40Z","timestamp":1225776700000},"page":"110-121","source":"Crossref","is-referenced-by-count":3,"title":["An Empirical Study of Combined Classifiers for Knowledge Discovery on Medical Data Bases"],"prefix":"10.1007","author":[{"given":"Lucelene","family":"Lopes","sequence":"first","affiliation":[]},{"given":"Edson Emilio","family":"Scalabrin","sequence":"additional","affiliation":[]},{"given":"Paulo","family":"Fernandes","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"11_CR1","unstructured":"Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. Repository, Irvine, CA: University of California, Department of Information and Computer Science (2007), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"issue":"1\/2","key":"11_CR2","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1023\/A:1007515423169","volume":"36","author":"E. Bauer","year":"1999","unstructured":"Bauer, E., Kohavi, R.: An empirical comparison of voting classification algorithms: Bagging, Boosting and variants. Machine Learning\u00a036(1\/2), 105\u2013139 (1999)","journal-title":"Machine Learning"},{"key":"11_CR3","unstructured":"Boetticher, G., Menzies, T., Ostrand, T.: PROMISE Repository of empirical software engineering data. Repository, West Virginia University, Department of Computer Science (2007), \n                    \n                      http:\/\/promisedata.org\/"},{"issue":"2","key":"11_CR4","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging predictors. Machine Learning\u00a024(2), 123\u2013140 (1996)","journal-title":"Machine Learning"},{"key":"11_CR5","series-title":"Studies in Fuzziness and Soft Computing","volume-title":"Medical Data Mining and Knowledge Discovery","author":"K.J. Cios","year":"2001","unstructured":"Cios, K.J.: Medical Data Mining and Knowledge Discovery. Studies in Fuzziness and Soft Computing, vol.\u00a060. Springer, Heidelberg (2001)"},{"key":"11_CR6","unstructured":"Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. In: Int. Conf. on Machine Learning, pp. 148\u2013156 (1996)"},{"key":"11_CR7","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74827-4_62","volume-title":"Knowledge-Based Intelligent Information and Engineering Systems","author":"S.B. Kotsianti","year":"2007","unstructured":"Kotsianti, S.B., Kanellopoulos, D.: Combining Bagging, Boosting and Dagging for classifications problems. In: Apolloni, B., Howlett, R.J., Jain, L. (eds.) KES 2007, Part II. LNCS (LNAI), vol.\u00a04693. Springer, Heidelberg (2007)"},{"key":"11_CR8","volume-title":"IEEE Int. Conf. on Granular Computing","author":"J. Li","year":"2006","unstructured":"Li, J., Cercone, N.: Assigning Missing Attribute Values Based on Rough Sets Theory. In: IEEE Int. Conf. on Granular Computing. IEEE Computer Society Press, Los Alamitos (2006)"},{"key":"11_CR9","unstructured":"Melville, P., Mooney, R.: Constructing Diverse Classifer Ensembles using Artificial Training Examples. In: Proceedings of IJCAI 2003, Acapulco, Mexico, pp. 505\u2013510 (2003)"},{"key":"11_CR10","volume-title":"Machine Learning","author":"T. Mitchell","year":"1997","unstructured":"Mitchell, T.: Machine Learning. McGraw-Hill, New York (1997)"},{"issue":"1","key":"11_CR11","first-page":"81","volume":"1","author":"J. Quinlan","year":"1986","unstructured":"Quinlan, J.: Induction of decision trees. Machine Learning\u00a01(1), 81\u2013106 (1986)","journal-title":"Machine Learning"},{"key":"11_CR12","volume-title":"Proceedings of AAAI\/IAAI","author":"J. Quinlan","year":"1996","unstructured":"Quinlan, J.: Bagging, Boosting and C4.5. In: Proceedings of AAAI\/IAAI. The MIT Press, Cambridge (1996)"},{"key":"11_CR13","doi-asserted-by":"publisher","first-page":"1651","DOI":"10.1214\/aos\/1024691352","volume":"26","author":"R.E. Schapire","year":"1998","unstructured":"Schapire, R.E., Freund, Y., Bartlett, P., Lee, W.S.: Boosting the margin: A New explanationfor the effectiveness of voting methods. The Annals of Statistics\u00a026, 1651\u20131686 (1998)","journal-title":"The Annals of Statistics"},{"key":"11_CR14","volume-title":"Data mining: practical machine learning tools and techniques","author":"I.H. Witten","year":"2005","unstructured":"Witten, I.H., Frank, E.: Data mining: practical machine learning tools and techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)","edition":"2"}],"container-title":["Lecture Notes in Computer Science","Advanced Web and Network Technologies, and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-89376-9_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T11:42:10Z","timestamp":1558266130000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-89376-9_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540893752","9783540893769"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-89376-9_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}