{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T23:59:03Z","timestamp":1772063943448,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540001317","type":"print"},{"value":"9783540361312","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2002]]},"DOI":"10.1007\/3-540-36131-6_1","type":"book-chapter","created":{"date-parts":[[2007,8,12]],"date-time":"2007-08-12T05:42:30Z","timestamp":1186897350000},"page":"1-10","source":"Crossref","is-referenced-by-count":10,"title":["Improving Naive Bayes Using Class-Conditional ICA"],"prefix":"10.1007","author":[{"given":"Marco","family":"Bressan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jordi","family":"Vitri\u00e0","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,11,5]]},"reference":[{"key":"1_CR1","unstructured":"Yang, Y., Slattery, S., Ghani, R.: A study of approaches to hypertext categorization. Journal of Intelligent Information Systems. Kluwer Academic Press (2002)"},{"key":"1_CR2","unstructured":"Lewis, D.: Naive bayes at forty: The independence assumption in information retrieval. In N\u2019edellec, C., Rouveirol, C., eds.: Proceedings of ECML-98, 10th European Conference on Machine Learning. Volume 1398.25., Springer Verlag, Heidelberg, DE (1998) 4\u201315"},{"key":"1_CR3","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1023\/A:1007413511361","volume":"29","author":"P. Domingos","year":"1997","unstructured":"Domingos, P., Pazzani, M.J.: On the optimality of the simple bayesian classifier under zero-one loss. Machine Learning 29 (1997) 103\u2013130","journal-title":"Machine Learning"},{"key":"1_CR4","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1145\/125187.125188","volume":"9","author":"H. Turtle","year":"1991","unstructured":"Turtle, H., Croft, W.: Evaluation of an inference network-based retrieval model. ACM Transactions on Information Systems 9 (1991) 187\u2013222","journal-title":"ACM Transactions on Information Systems"},{"key":"1_CR5","unstructured":"Rish, I., Hellerstein, J., Thathachar, J.: An analysis of data characteristics that affect naive bayes performance. In N\u2019edellec, C., Rouveirol, C., eds.: Proceedings of the Eighteenth Conference on Machine Learning-ICML2001, Morgan Kaufmann (2001)"},{"key":"1_CR6","first-page":"1004","volume":"1","author":"M. Bressan","year":"2001","unstructured":"M. Bressan, D. Guillamet, J. Vitria: Using an ica representation of high dimensional data for object recognition and classification. In: IEEE CSC in Computer Vision and Pattern Recognition (CVPR 2001). Volume 1. (2001) 1004\u20131009","journal-title":"IEEE CSC in Computer Vision and Pattern Recognition (CVPR 2001)"},{"key":"1_CR7","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","volume":"7","author":"A. Bell","year":"1995","unstructured":"Bell, A., Sejnowski, T.: An information-maximization approach for blind signal separation. Neural Computation 7 (1995) 1129\u20131159","journal-title":"Neural Computation"},{"key":"1_CR8","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1162\/neco.1994.6.4.559","volume":"6","author":"D. Field","year":"1994","unstructured":"Field, D.: What is the goal of sensory coding? Neural Computation 6 (1994) 559\u2013601","journal-title":"Neural Computation"},{"key":"1_CR9","doi-asserted-by":"publisher","first-page":"1739","DOI":"10.1162\/089976699300016214","volume":"11","author":"A. Hyv\u00e4rinen","year":"1999","unstructured":"Hyv\u00e4rinen, A.: Sparse code shrinkage: Denoising of nongaussian data by maximum likelihood estimation. Neural Computation 11 (1999) 1739\u20131768","journal-title":"Neural Computation"},{"key":"1_CR10","first-page":"229","volume":"10","author":"R. Vigario","year":"1998","unstructured":"Vigario, R., Jousm\u00e4ki, V., H\u00e4m\u00e4l\u00e4inen, M., Hari, R., Oja, E.: Independent component analysis for identification of artifacts in magnetoencephalographic recordings. Advances in Neural Information Processing Systems 10 (1998) 229\u2013235","journal-title":"Advances in Neural Information Processing Systems"},{"key":"1_CR11","unstructured":"Blake, C., Merz, C.: Uci repository of machine learning databases (1998)"},{"key":"1_CR12","unstructured":"LeCun, Y., Labs-Research, A.: The MNIST DataBase of Handwritten digits. http:\/\/www.research.att.com\/ yann\/ocr\/mnist\/index.html (1998)"},{"key":"1_CR13","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316849","volume-title":"Multivariate Density Estimation","author":"D.W. Scott","year":"1992","unstructured":"Scott, D.W.: Multivariate Density Estimation. John Wiley and sons, New York, NY (1992)"},{"key":"1_CR14","volume-title":"Pattern Classication","author":"R. Duda","year":"2001","unstructured":"Duda, R., Hart, P., Stork, D.: Pattern Classication. John Wiley and Sons, Inc., New York, 2nd edition (2001)","edition":"edition"},{"key":"1_CR15","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1111\/j.2517-6161.1951.tb00088.x","volume":"13","author":"E. Simpson","year":"1951","unstructured":"Simpson, E.: The interpretation of interaction in contingency tables. Journal of the Royal Statistical Society, Ser. B 13 (1951) 238\u2013241","journal-title":"Journal of the Royal Statistical Society"},{"key":"1_CR16","doi-asserted-by":"publisher","first-page":"1739","DOI":"10.1162\/089976699300016214","volume":"11","author":"A. Bell","year":"1999","unstructured":"Bell, A., Sejnowski, T.: The \u2018independent components\u2019 of natural scenes are edge filters. Neural Computation 11 (1999) 1739\u20131768","journal-title":"Neural Computation"},{"key":"1_CR17","first-page":"1","volume":"22","author":"T. Lee","year":"2000","unstructured":"Lee, T., Lewicki, M., Seynowski, T.: A mixture models for unsupervised classification of non-gaussian sources and automatic context switching in blind signal separation. IEEE Transactions on PAMI 22 (2000) 1\u201312","journal-title":"IEEE Transactions"},{"key":"1_CR18","doi-asserted-by":"crossref","unstructured":"Hyv\u00e4rinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. John Wiley and Sons (2001)","DOI":"10.1002\/0471221317"},{"key":"1_CR19","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/0165-1684(94)90029-9","volume":"36","author":"P. Comon","year":"1994","unstructured":"Comon, P.: Independent component analysis-a new concept? Signal Processing 36 (1994) 287\u2013314","journal-title":"Signal Processing"},{"key":"1_CR20","first-page":"273","volume":"10","author":"A. Hyv\u00e4rinen","year":"1998","unstructured":"Hyv\u00e4rinen, A.: New approximatins of differential entropy for independent component analysis and projection pursuit. Advances in Neural Processing Systems 10 (1998) 273\u2013279","journal-title":"Advances in Neural Processing Systems"},{"key":"1_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TIT.1963.1057810","volume":"9","author":"T. Marill","year":"1963","unstructured":"Marill, T., Green, D.: On the effectiveness of receptors in recognition systems. IEEE Trans. on Information Theory 9 (1963) 1\u201317","journal-title":"IEEE Trans. on Information Theory"},{"key":"1_CR22","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1109\/TCOM.1967.1089532","volume":"1","author":"T. Kailath","year":"1967","unstructured":"Kailath, T.: The divergence and bhattacharyya distance measures in signal selection. IEEE Trans. on Communication Technology COM-15 1 (1967) 52\u201360","journal-title":"IEEE Trans. on Communication Technology COM-15"},{"key":"1_CR23","unstructured":"Swain, P., King, R.: Two effective feature selection criteria for multispectral remote sensing. In: Proceedings of the 1st International Joint Conference on Pattern Recognition, IEEE 73 CHO821-9. (1973) 536\u2013540"},{"key":"1_CR24","unstructured":"Swain, P., Davis, S.: Remote sensing: the quantitative approach. McGraw-Hill (1978)"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence \u2014 IBERAMIA 2002"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-36131-6_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,20]],"date-time":"2025-01-20T08:42:06Z","timestamp":1737362526000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-36131-6_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002]]},"ISBN":["9783540001317","9783540361312"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/3-540-36131-6_1","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2002]]}}}