{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T13:15:32Z","timestamp":1725455732798},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642353406"},{"type":"electronic","value":"9783642353413"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-35341-3_10","type":"book-chapter","created":{"date-parts":[[2012,12,5]],"date-time":"2012-12-05T17:57:39Z","timestamp":1354730259000},"page":"114-125","source":"Crossref","is-referenced-by-count":0,"title":["Combining Modifications to Multinomial Naive Bayes for Text Classification"],"prefix":"10.1007","author":[{"given":"Antti","family":"Puurula","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/BFb0026666","volume-title":"Machine Learning: ECML-98","author":"D.D. Lewis","year":"1998","unstructured":"Lewis, D.D.: Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval. In: N\u00e9dellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol.\u00a01398, pp. 4\u201315. Springer, Heidelberg (1998)"},{"key":"10_CR2","unstructured":"Rennie, J.D., Shih, L., Teevan, J., Karger, D.R.: Tackling the poor assumptions of naive bayes text classifiers. In: ICML 2003, pp. 616\u2013623 (2003)"},{"key":"10_CR3","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"488","DOI":"10.1007\/978-3-540-30549-1_43","volume-title":"AI 2004: Advances in Artificial Intelligence","author":"A.M. Kibriya","year":"2004","unstructured":"Kibriya, A.M., Frank, E., Pfahringer, B., Holmes, G.: Multinomial Naive Bayes for Text Categorization Revisited. In: Webb, G.I., Yu, X. (eds.) AI 2004. LNCS (LNAI), vol.\u00a03339, pp. 488\u2013499. Springer, Heidelberg (2004)"},{"key":"10_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"682","DOI":"10.1007\/978-3-540-30586-6_76","volume-title":"Computational Linguistics and Intelligent Text Processing","author":"K.-M. Schneider","year":"2005","unstructured":"Schneider, K.-M.: Techniques for Improving the Performance of Naive Bayes for Text Classification. In: Gelbukh, A. (ed.) CICLing 2005. LNCS, vol.\u00a03406, pp. 682\u2013693. Springer, Heidelberg (2005)"},{"key":"10_CR5","first-page":"35","volume-title":"Proceedings of the Thirteenth Annual Conference on Computational Learning Theory, COLT 2000","author":"K. Crammer","year":"2000","unstructured":"Crammer, K., Singer, Y.: On the learnability and design of output codes for multiclass problems. In: Proceedings of the Thirteenth Annual Conference on Computational Learning Theory, COLT 2000, pp. 35\u201346. Morgan Kaufmann Publishers Inc., San Francisco (2000)"},{"key":"10_CR6","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1145\/1401890.1401942","volume-title":"Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008","author":"S.S. Keerthi","year":"2008","unstructured":"Keerthi, S.S., Sundararajan, S., Chang, K.W., Hsieh, C.J., Lin, C.J.: A sequential dual method for large scale multi-class linear SVMs. In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008, pp. 408\u2013416. ACM, New York (2008)"},{"key":"10_CR7","first-page":"1871","volume":"9","author":"R.E. Fan","year":"2008","unstructured":"Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: LIBLINEAR: A Library for Large Linear Classification. J. Mach. Learn. Res.\u00a09, 1871\u20131874 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"10_CR8","first-page":"281","volume":"13","author":"J. Bergstra","year":"2012","unstructured":"Bergstra, J., Bengio, Y.: Random Search for Hyper-Parameter Optimization. Journal of Machine Learning Research\u00a013, 281\u2013305 (2012)","journal-title":"Journal of Machine Learning Research"},{"issue":"1","key":"10_CR9","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1108\/eb026526","volume":"28","author":"K.S. Jones","year":"1972","unstructured":"Jones, K.S.: A Statistical Interpretation of Term Specificity and its Application in Retrieval. Journal of Documentation\u00a028(1), 11\u201321 (1972)","journal-title":"Journal of Documentation"},{"key":"10_CR10","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1145\/243199.243206","volume-title":"Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1996","author":"A. Singhal","year":"1996","unstructured":"Singhal, A., Buckley, C., Mitra, M.: Pivoted document length normalization. In: Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1996, pp. 21\u201329. ACM, New York (1996)"},{"key":"10_CR11","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1145\/1277741.1277891","volume-title":"Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2007","author":"L. Lee","year":"2007","unstructured":"Lee, L.: IDF revisited: a simple new derivation within the Robertson-Sp\u00e4rck Jones probabilistic model. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2007, pp. 751\u2013752. ACM, New York (2007)"},{"key":"10_CR12","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1561\/1500000019","volume":"3","author":"S. Robertson","year":"2009","unstructured":"Robertson, S., Zaragoza, H.: The probabilistic relevance framework: Bm25 and beyond. Found. Trends Inf. Retr.\u00a03, 333\u2013389 (2009)","journal-title":"Found. Trends Inf. Retr."},{"key":"10_CR13","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1145\/564376.564387","volume-title":"Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2002","author":"C. Zhai","year":"2002","unstructured":"Zhai, C., Lafferty, J.: Two-stage language models for information retrieval. In: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2002, pp. 49\u201356. ACM, New York (2002)"},{"key":"10_CR14","first-page":"105","volume-title":"Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011","author":"L. Wang","year":"2011","unstructured":"Wang, L., Lin, J., Metzler, D.: A cascade ranking model for efficient ranked retrieval. In: Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, pp. 105\u2013114. ACM, New York (2011)"},{"key":"10_CR15","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1017\/S0962492900002841","volume":"7","author":"M.J.D. Powell","year":"1998","unstructured":"Powell, M.J.D.: Direct search algorithms for optimization calculations. Acta Numerica\u00a07, 287\u2013336 (1998)","journal-title":"Acta Numerica"},{"key":"10_CR16","unstructured":"Luke, S.: Essentials of Metaheuristics. Version 1.2 edn. Lulu (2009), \n                    \n                      http:\/\/cs.gmu.edu\/~sean\/book\/metaheuristics\/"},{"key":"10_CR17","doi-asserted-by":"publisher","first-page":"1689","DOI":"10.1145\/1830761.1830790","volume-title":"Proceedings of the 12th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO 2010","author":"N. Hansen","year":"2010","unstructured":"Hansen, N., Auger, A., Ros, R., Finck, S., Po\u0161\u00edk, P.: Comparing results of 31 algorithms from the black-box optimization benchmarking bbob-2009. In: Proceedings of the 12th Annual Conference Companion on Genetic and Evolutionary Computation, GECCO 2010, pp. 1689\u20131696. ACM, New York (2010)"},{"key":"10_CR18","unstructured":"Favreau, R.R., Franks, R.G.: Statistical optimization. In: Proceedings Second International Analog Computer Conference (1958)"},{"key":"10_CR19","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1177\/003754977101700504","volume":"17","author":"R.C. White","year":"1971","unstructured":"White, R.C.: A survey of random methods for parameter optimization. Simulation\u00a017, 197\u2013205 (1971)","journal-title":"Simulation"},{"issue":"1","key":"10_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/106365603321828970","volume":"11","author":"N. Hansen","year":"2003","unstructured":"Hansen, N., M\u00fcller, S.D., Koumoutsakos, P.: Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evol. Comput.\u00a011(1), 1\u201318 (2003)","journal-title":"Evol. Comput."},{"key":"10_CR21","series-title":"SCI","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1007\/978-3-540-79438-7_5","volume-title":"Adaptive and Multilevel Metaheuristics","author":"M. Brunato","year":"2008","unstructured":"Brunato, M., Battiti, R.: Rash: A Self-Adaptive Random Search Method. In: Cotta, C., Sevaux, M., S\u00f6rensen, K. (eds.) Adaptive and Multilevel Metaheuristics. SCI, vol.\u00a0136, pp. 95\u2013117. Springer, Heidelberg (2008)"},{"key":"10_CR22","unstructured":"Cardoso-Cachopo, A.: Improving Methods for Single-label Text Categorization. PhD thesis, Instituto Superior T\u00e9cnico - Universidade T\u00e9cnica de Lisboa (October 2007)"}],"container-title":["Lecture Notes in Computer Science","Information Retrieval Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-35341-3_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T13:14:33Z","timestamp":1620134073000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-35341-3_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642353406","9783642353413"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35341-3_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}