{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T05:07:28Z","timestamp":1778562448238,"version":"3.51.4"},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2014,6,15]],"date-time":"2014-06-15T00:00:00Z","timestamp":1402790400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Math Artif Intell"],"published-print":{"date-parts":[[2014,10]]},"DOI":"10.1007\/s10472-014-9414-x","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T11:59:50Z","timestamp":1403179190000},"page":"3-22","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Impact of Boolean factorization as preprocessing methods for classification of Boolean data"],"prefix":"10.1007","volume":"72","author":[{"given":"Radim","family":"Belohlavek","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Outrata","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin","family":"Trnecka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,6,15]]},"reference":[{"key":"9414_CR1","unstructured":"Asuncion, A., Newman, D.J.: UCI Machine Learning Repository University of California, Irvine, School of Information and Computer Sciences (2007). http:\/\/www.ics.uci.edu\/mlearn\/MLRepository.html"},{"issue":"1","key":"9414_CR2","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.jcss.2009.05.002","volume":"76","author":"R Belohlavek","year":"2010","unstructured":"Belohlavek, R., Vychodil, V.: Discovery of optimal factors in binary data via a novel method of matrix decomposition. J. Comput. Sys. Sci. 76(1), 3\u201320 (2010)","journal-title":"J. Comput. Sys. Sci."},{"key":"9414_CR3","unstructured":"Belohlavek, R., Trnecka, M.: From-below approximations in Boolean matrix factorization: geometry and new algorithm (submitted, available at arXiv: 1306.4905 [cs.NA])"},{"issue":"1","key":"9414_CR4","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1093\/bioinformatics\/btl557","volume":"23","author":"Y Chung","year":"2007","unstructured":"Chung, Y., Lee, S. Y., Elston, R. C., Park, T.: Odds ratio based multifactor-dimensionality reduction method for detecting genegene interactions. Bioinformatics 23(1), 71\u201376 (2007)","journal-title":"Bioinformatics"},{"key":"9414_CR5","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1007\/978-3-642-29892-9_15","volume":"7278","author":"B Ganter","year":"2012","unstructured":"Ganter, B., Glodeanu, C. V.: Ordinal factor analysis. Lect. Notes Comput. Sci. 7278, 128\u2013139 (2012)","journal-title":"Lect. Notes Comput. Sci."},{"key":"9414_CR6","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-59830-2","volume-title":"Formal Concept Analysis. Mathematical Foundations","author":"B Ganter","year":"1999","unstructured":"Ganter, B., Wille, R.: Formal Concept Analysis. Mathematical Foundations. Springer, Berlin (1999)"},{"key":"9414_CR7","doi-asserted-by":"crossref","unstructured":"Geerts, F., Goethals, B., Mielik\u00e4inen, T.: Tiling, Databases. In: Proceedings DS 2004, LNCS, vol. 3245, pp. 278\u2013289 (2004)","DOI":"10.1007\/978-3-540-30214-8_22"},{"key":"9414_CR8","unstructured":"Kim, K.H. In: Dekker, M. (ed.) : Boolean Matrix Theory and Applications (1982)"},{"key":"9414_CR9","unstructured":"Kohavi, R.: A study on cross-validation and bootstrap for accuracy estimation and Model Selection. Proc. IJCAI, 1137\u20131145 (1995)"},{"key":"9414_CR10","unstructured":"Mitchell, T.M.: Machine Learning. McGraw-Hill (1997)"},{"issue":"10","key":"9414_CR11","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.1109\/TKDE.2008.53","volume":"20","author":"P Miettinen","year":"2008","unstructured":"Miettinen, P., Mielik\u00e4inen, T., Gionis, A., Das, G., Mannila, H.: The discrete basis problem. IEEE Trans. Knowl. Data Eng. 20(10), 1348\u20131362 (2008). (preliminary version in PKDD 2006, pp. 335\u2013346.)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"9414_CR12","unstructured":"Outrata, J. Preprocessing input data for machine learning by FCA. In: Proceedings CLA 2010, pp. 187\u2013198, Sevilla, Spain"},{"key":"9414_CR13","doi-asserted-by":"crossref","unstructured":"Outrata, J. Boolean factor analysis for data preprocessing in machine learning. In: Proceedings ICMLA 2010, pp. 899-902, Washington, D.C., USA","DOI":"10.1109\/ICMLA.2010.141"},{"key":"9414_CR14","doi-asserted-by":"crossref","unstructured":"Outrata, J., Vychodil, V.: Fast algorithm for computing fixpoints of galois connections induced by object-attribute relational data. Inf. Sci. 185(1) (114127)","DOI":"10.1016\/j.ins.2011.09.023"},{"key":"9414_CR15","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann (1993)"},{"key":"9414_CR16","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1086\/321276","volume":"69","author":"MD Ritchie","year":"2001","unstructured":"Ritchie, M. D., et al.: Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer. Am. J. Hum. Genet 69, 138\u2013147 (2001)","journal-title":"Am. J. Hum. Genet"},{"key":"9414_CR17","doi-asserted-by":"crossref","unstructured":"Tatti, N., Mielik\u00e4inen, T., Gionis, A., Mannila, H.: What is the dimension of your binary data? Proc. ICDM, 603\u2013612 (2006)","DOI":"10.1109\/ICDM.2006.167"}],"container-title":["Annals of Mathematics and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10472-014-9414-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10472-014-9414-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10472-014-9414-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,11]],"date-time":"2019-08-11T18:26:10Z","timestamp":1565547970000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10472-014-9414-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,15]]},"references-count":17,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2014,10]]}},"alternative-id":["9414"],"URL":"https:\/\/doi.org\/10.1007\/s10472-014-9414-x","relation":{},"ISSN":["1012-2443","1573-7470"],"issn-type":[{"value":"1012-2443","type":"print"},{"value":"1573-7470","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,15]]}}}