{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T13:42:49Z","timestamp":1742391769585,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540402176"},{"type":"electronic","value":"9783540448716"}],"license":[{"start":{"date-parts":[[2003,1,1]],"date-time":"2003-01-01T00:00:00Z","timestamp":1041379200000},"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":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-44871-6_27","type":"book-chapter","created":{"date-parts":[[2010,10,26]],"date-time":"2010-10-26T14:17:11Z","timestamp":1288102631000},"page":"229-237","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Feature Selection Wrapper for Mixtures"],"prefix":"10.1007","author":[{"given":"M\u00e1rio A. T.","family":"Figueiredo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anil K.","family":"Jain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin H.","family":"Law","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2003,9,18]]},"reference":[{"unstructured":"Koller, D., Sahami, M.: Toward optimal feature selection. In: Proceedings of the International Conference on Machine Learning, Bari, Italy, pp. 284\u2013292 (1996)","key":"27_CR1"},{"issue":"1-2","key":"27_CR2","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/S0004-3702(97)00043-X","volume":"97","author":"R. Kohavi","year":"1997","unstructured":"Kohavi, R., John, G.: Wrappers for feature subset selection. Artificial Intelligence\u00a097(1-2), 273\u2013324 (1997)","journal-title":"Artificial Intelligence"},{"issue":"2","key":"27_CR3","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1109\/34.574797","volume":"19","author":"A.K. Jain","year":"1997","unstructured":"Jain, A.K., 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"},{"key":"27_CR4","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-21606-5","volume-title":"The Elements of Statistical Learning","author":"T. Hastie","year":"2001","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning. Springer, New York (2001)"},{"key":"27_CR5","volume-title":"Algorithms for Clustering Data","author":"A.K. Jain","year":"1988","unstructured":"Jain, A.K., Dubes, R.: Algorithms for Clustering Data. Prentice Hall, Englewood Cliffs (1988)"},{"key":"27_CR6","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1198\/016214502760047131","volume":"97","author":"C. Fraley","year":"2002","unstructured":"Fraley, C., Raftery, A.: Model based clustering, discriminant analysis, and density estimation. Journal of the American Statist. Assoc.\u00a097, 611\u2013631 (2002)","journal-title":"Journal of the American Statist. Assoc."},{"key":"27_CR7","volume-title":"Mixture Models: Inference and Application to Clustering","author":"G. McLachlan","year":"1988","unstructured":"McLachlan, G., Basford, K.: Mixture Models: Inference and Application to Clustering. Marcel Dekker, New York (1988)"},{"key":"27_CR8","doi-asserted-by":"publisher","DOI":"10.1002\/0471721182","volume-title":"Finite Mixture Models","author":"G. McLachlan","year":"2000","unstructured":"McLachlan, G., Peel, D.: Finite Mixture Models. John Wiley & Sons, New York (2000)"},{"key":"27_CR9","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1109\/34.990138","volume":"24","author":"M. Figueiredo","year":"2002","unstructured":"Figueiredo, M., Jain, A.K.: Unsupervised learning of finite mixture models. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a024, 381\u2013396 (2002)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"27_CR10","first-page":"247","volume-title":"Proc. 17th International Conf. on Machine Learning","author":"J. Dy","year":"2000","unstructured":"Dy, J., Brodley, C.: Feature subset selection and order identification for unsupervised learning. In: Proc. 17th International Conf. on Machine Learning, pp. 247\u2013254. Morgan Kaufmann, San Francisco (2000)"},{"key":"27_CR11","volume-title":"Advances in Neural Information Processing Systems 12","author":"S. Vaithyanathan","year":"2000","unstructured":"Vaithyanathan, S., Dom, B.: Generalized model selection for unsupervised learning in high dimensions. In: Solla, S., Leen, T., M\u00fcller, K.R. (eds.) Advances in Neural Information Processing Systems 12. MIT Press, Cambridge (2000)"},{"doi-asserted-by":"crossref","unstructured":"Dash, M., Liu, H.: Feature selection for clustering. In: Proc. of Pacific-Asia Conference on Knowledge Discovery and Data Mining (2000)","key":"27_CR12","DOI":"10.1007\/3-540-45571-X_13"},{"doi-asserted-by":"crossref","unstructured":"Kim, Y., Street, W., Menczer, F.: Feature Selection in Unsupervised Learning via Evolutionary Search. In: Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2000)","key":"27_CR13","DOI":"10.1145\/347090.347169"},{"unstructured":"Devaney, M., Ram, A.: Efficient feature selection in conceptual clustering. In: International Conference on Machine Learning, pp. 92\u201397 (1997)","key":"27_CR14"},{"key":"27_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A. Dempster","year":"1977","unstructured":"Dempster, A., Laird, N., Rubin, D.: Maximum likelihood estimation from incomplete data via the EM algorithm. Journal of the Royal Statistical Society B\u00a039, 1\u201338 (1977)","journal-title":"Journal of the Royal Statistical Society B"},{"key":"27_CR16","volume-title":"The EM Algorithm and Extensions","author":"G. McLachlan","year":"1997","unstructured":"McLachlan, G., Krishnan, T.: The EM Algorithm and Extensions. John Wiley & Sons, New York (1997)"},{"key":"27_CR17","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. John Wiley & Sons, New York (1991)"},{"issue":"3","key":"27_CR18","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1109\/TPAMI.1979.4766926","volume":"1","author":"G. Trunk","year":"1979","unstructured":"Trunk, G.: A problem of dimensionality: A simple example. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a01(3), 306\u2013307 (1979)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"27_CR19","volume-title":"Stochastic Complexity in Stastistical Inquiry","author":"J. Rissanen","year":"1989","unstructured":"Rissanen, J.: Stochastic Complexity in Stastistical Inquiry. World Scientific, Singapore (1989)"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-44871-6_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T07:33:10Z","timestamp":1740641590000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-44871-6_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540402176","9783540448716"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-44871-6_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2003]]},"assertion":[{"value":"18 September 2003","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}