{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:21:03Z","timestamp":1743142863923,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319193892"},{"type":"electronic","value":"9783319193908"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-19390-8_39","type":"book-chapter","created":{"date-parts":[[2015,6,10]],"date-time":"2015-06-10T21:50:46Z","timestamp":1433973046000},"page":"345-353","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data"],"prefix":"10.1007","author":[{"given":"Artur J.","family":"Ferreira","sequence":"first","affiliation":[]},{"given":"M\u00e1rio A. T.","family":"Figueiredo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,9]]},"reference":[{"key":"39_CR1","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"I Witten","year":"2005","unstructured":"Witten, I., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques. Elsevier, Morgan Kauffmann, Amsterdam (2005)"},{"volume-title":"Feature Extraction, Foundations and Applications","year":"2006","key":"39_CR2","unstructured":"Guyon, I., Gunn, S., Nikravesh, M., Zadeh, L. (eds.): Feature Extraction, Foundations and Applications. Springer, Heidelberg (2006)"},{"issue":"4","key":"39_CR3","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2012.35","volume":"25","author":"S Garcia","year":"2013","unstructured":"Garcia, S., Luengo, J., Saez, J., Lopez, V., Herrera, F.: A survey of discretization techniques: taxonomy and empirical analysis in supervised learning. IEEE Trans. Knowl. Data Eng. 25(4), 734\u2013750 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"39_CR4","unstructured":"Fayyad, U., Irani, K.: Multi-interval discretization of continuous-valued attributes for classification Learning. In: International Joint Conference on Artificial Intelligence (IJCAI), pp. 1022\u20131027 (1993)"},{"issue":"2","key":"39_CR5","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1109\/TKDE.2004.1269594","volume":"16","author":"L Kurgan","year":"2004","unstructured":"Kurgan, L., Cios, K.: CAIM discretization algorithm. IEEE Trans. Know. Data Eng. 16(2), 145\u2013153 (2004)","journal-title":"IEEE Trans. Know. Data Eng."},{"key":"39_CR6","volume-title":"Pattern Classification","author":"R Duda","year":"2001","unstructured":"Duda, R., Hart, P., Stork, D.: Pattern Classification, 2nd edn. Wiley, New York (2001)","edition":"2"},{"key":"39_CR7","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611","volume-title":"Elements of Information Theory","author":"T Cover","year":"1991","unstructured":"Cover, T., Thomas, J.: Elements of Information Theory. Wiley, New York (1991)"},{"key":"39_CR8","first-page":"27","volume":"13","author":"G Brown","year":"2012","unstructured":"Brown, G., Pocock, A., Zhao, M., Luj\u00e1n, M.: Conditional likelihood maximisation: a unifying framework for information theoretic feature selection. J. Mach. Learn. Res. 13, 27\u201366 (2012)","journal-title":"J. Mach. Learn. Res."},{"key":"39_CR9","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.neucom.2012.12.051","volume":"112","author":"B Franay","year":"2013","unstructured":"Franay, B., Doquire, G., Verleysen, M.: Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification. Neurocomputing 112, 64\u201378 (2013)","journal-title":"Neurocomputing"},{"issue":"13","key":"39_CR10","doi-asserted-by":"publisher","first-page":"1794","DOI":"10.1016\/j.patrec.2012.05.019","volume":"33","author":"A Ferreira","year":"2012","unstructured":"Ferreira, A., Figueiredo, M.: Efficient feature selection filters for high-dimensional data. Pattern Recogn. Lett. 33(13), 1794\u20131804 (2012)","journal-title":"Pattern Recogn. Lett."},{"key":"39_CR11","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1007\/11503415_37","volume-title":"Learning Theory","author":"N Srebro","year":"2005","unstructured":"Srebro, N., Shraibman, A.: Rank, trace-norm and max-norm. In: Auer, P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), vol. 3559, pp. 545\u2013560. Springer, Heidelberg (2005)"},{"key":"39_CR12","volume-title":"Linear Algebra, Geodesy, and GPS","author":"G Strang","year":"1997","unstructured":"Strang, G., Borre, K.: Linear Algebra, Geodesy, and GPS. Cambridge Press, Wellesley (1997)"},{"key":"39_CR13","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository (2010). http:\/\/archive.ics.uci.edu\/ml"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19390-8_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,10]],"date-time":"2023-02-10T08:29:27Z","timestamp":1676017767000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19390-8_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319193892","9783319193908"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19390-8_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"9 June 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}