{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T18:24:14Z","timestamp":1725474254951},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540496670"},{"type":"electronic","value":"9783540496687"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11940098_15","type":"book-chapter","created":{"date-parts":[[2006,11,27]],"date-time":"2006-11-27T13:12:55Z","timestamp":1164633175000},"page":"149-156","source":"Crossref","is-referenced-by-count":2,"title":["Discrimination-Based Feature Selection for Multinomial Na\u00efve Bayes Text Classification"],"prefix":"10.1007","author":[{"given":"Jingbo","family":"Zhu","sequence":"first","affiliation":[]},{"given":"Huizhen","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xijuan","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"15_CR1","doi-asserted-by":"crossref","unstructured":"Lewis, D., Schapire, R., Callan, J., Papka, R.: Training Algorithms for Linear Text Classifiers. In: Proceedings of ACM SIGIR, pp. 298\u2013306 (1996)","DOI":"10.1145\/243199.243277"},{"key":"15_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/BFb0026683","volume-title":"Machine Learning: ECML 1998","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":"15_CR3","unstructured":"Lewis, D.: A Comparison of Two Learning Algorithms for Text Categorization. In: Symposium on Document Analysis and IR (1994)"},{"key":"15_CR4","unstructured":"Nigam, K., Lafferty, J., McCallum, A.: Using maximum entropy for text classification. In: IJCAI 1999 Workshop on Machine Learning for Information Filtering, pp. 61\u201367 (1999)"},{"key":"15_CR5","unstructured":"McCallum, Nigam, K.: A comparison of event models for naive bayes text classification. In: AAAI 1998 Workshop on Learning for Text Categorization (1998)"},{"key":"15_CR6","unstructured":"Yiming, Y., Pedersen, J.O.: A comparative study on feature selection in text categorization. In: 14th international conference on machine learning, pp. 412\u2013420 (1997)"},{"issue":"2","key":"15_CR7","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1109\/34.574797","volume":"19","author":"A. Jain","year":"1997","unstructured":"Jain, A., Zongker, D.: Feature selection: evaluation, application, and small sample performance. IEEE transactions on pattern analysis and machine intelligence\u00a019(2), 153\u2013158 (1997)","journal-title":"IEEE transactions on pattern analysis and machine intelligence"},{"issue":"1","key":"15_CR8","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1109\/89.260336","volume":"2","author":"K.Y. Su","year":"1994","unstructured":"Su, K.Y., Lee, C.H.: Speech recognition using weighted HMM and subspace projection approach. IEEE transactions on speech and audio processing\u00a02(1), 69\u201379 (1994)","journal-title":"IEEE transactions on speech and audio processing"},{"key":"15_CR9","volume-title":"Pattern recognition Principles","author":"J.T. Tol","year":"1974","unstructured":"Tol, J.T., Gonzalez, R.C.: Pattern recognition Principles. Addison-Wesley publishing company, Reading (1974)"},{"issue":"10","key":"15_CR10","doi-asserted-by":"publisher","first-page":"1312","DOI":"10.1109\/TPAMI.2003.1233904","volume":"25","author":"M. Bressan","year":"2003","unstructured":"Bressan, M., Vitria, J.: On the selection and classification of independent features. IEEE transactions on pattern analysis and machine intelligence\u00a025(10), 1312\u20131317 (2003)","journal-title":"IEEE transactions on pattern analysis and machine intelligence"},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Schneider, K.-M.: A new feature selection score for multinomial na\u00efve Bayes text classification based on KL-divergence. In: 42nd Annual meeting of the association for computational linguistics (2004)","DOI":"10.3115\/1219044.1219068"}],"container-title":["Lecture Notes in Computer Science","Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11940098_15.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T07:49:20Z","timestamp":1619509760000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11940098_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540496670","9783540496687"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/11940098_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}