{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T15:10:04Z","timestamp":1778253004152,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540225706","type":"print"},{"value":"9783540278689","type":"electronic"}],"license":[{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-27868-9_111","type":"book-chapter","created":{"date-parts":[[2010,9,16]],"date-time":"2010-09-16T06:52:23Z","timestamp":1284619943000},"page":"1010-1017","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Feature Selection Using Improved Mutual Information for Text Classification"],"prefix":"10.1007","author":[{"given":"Jana","family":"Novovi\u010dov\u00e1","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anton\u00edn","family":"Mal\u00edk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pavel","family":"Pudil","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"111_CR1","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1109\/72.298224","volume":"5","author":"R. Battiti","year":"1994","unstructured":"Battiti, R.: Using Mutual Information for Selecting Features in Supervised Neural Net Learning. IEEE Trans. Neural Networks\u00a05, 537\u2013550 (1994)","journal-title":"IEEE Trans. Neural Networks"},{"key":"111_CR2","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1109\/TSMC.1974.5408535","volume":"4","author":"T.M. Cover","year":"1974","unstructured":"Cover, T.M.: The Best Two Independent Measurements are not The Two Best. IEEE Trans. Systems, Man, and Cybernetics\u00a04, 116\u2013117 (1974)","journal-title":"IEEE Trans. Systems, Man, and Cybernetics"},{"key":"111_CR3","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1162\/153244303322753670","volume":"3","author":"G. Forman","year":"2003","unstructured":"Forman, G.: An Experimental Study of Feature Selection Metrics for Text Categorization. Journal of Machine Learning Research\u00a03, 1289\u20131305 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"111_CR4","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/34.824819","volume":"22","author":"A.K. Jain","year":"2000","unstructured":"Jain, A.K., Duin, R.P.W., Mao, J.: Statistical Pattern Recognition: A Review. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a022, 4\u201337 (2000)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"111_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/BFb0026683","volume-title":"Machine Learning: ECML-98","author":"T. Joachims","year":"1998","unstructured":"Joachims, T.: Text Categorization with Support Vector Machines: Learning with Many Relevant Features. In: N\u00e9dellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol.\u00a01398, pp. 137\u2013142. Springer, Heidelberg (1998)"},{"key":"111_CR6","unstructured":"Kwak, N., Choi, C.: Improved Mutual Information Feature Selector for Neural Networks in Supervised Learning. In: Int. Joint Conf. on Neural Networks (IJCNN 1999), pp. 1313\u20131318 (1999)"},{"key":"111_CR7","unstructured":"McCallum, A., Nigam, K.: A Comparison of Event Models for Naive Bayes Text Classification. In: Proceedings of the AAAI-98 Workshop on Learning for Text Categorization, pp. 41\u201348 (1998)"},{"key":"111_CR8","unstructured":"Mladenic, D., Grobelnik, M.: Feature Selection for Unbalanced Class Distribution and Naive Bayes. In: Proceedings of the Sixteenth International Conference on Machine Learning, pp. 258\u2013267 (1999)"},{"key":"111_CR9","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1023\/A:1007692713085","volume":"39","author":"K. Nigam","year":"2000","unstructured":"Nigam, K., McCallum, A.K., Thrun, S., Mitchell, T.: Text Classification from Labelled and Unlabelled Documents Using EM. Machine Learning\u00a039, 103\u2013134 (2000)","journal-title":"Machine Learning"},{"key":"111_CR10","unstructured":"Yang, Y., Pedersen, J.O.: A Comparative Study on Feature Selection in Text Categorization. In: Proceedings of the 14th ICML 1997, pp. 412\u2013420 (1997)"},{"key":"111_CR11","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1023\/A:1009982220290","volume":"1","author":"Y. Yang","year":"1999","unstructured":"Yang, Y.: An Evaluation of Statistical Approaches to Text Categorization. Journal of Information Retrieval\u00a01, 67\u201368 (1999)","journal-title":"Journal of Information Retrieval"},{"key":"111_CR12","doi-asserted-by":"crossref","unstructured":"Yang, Y., Zhang, J., Kisiel, B.: A Scalability Analysis of Classifier in Text Categorization. In: Proceedings of the 26th ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 96\u2013103 (2003)","DOI":"10.1145\/860435.860455"}],"container-title":["Lecture Notes in Computer Science","Structural, Syntactic, and Statistical Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-27868-9_111","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T14:15:52Z","timestamp":1778249752000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-540-27868-9_111"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540225706","9783540278689"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-27868-9_111","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]},"assertion":[{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}