{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T16:03:11Z","timestamp":1725897791447},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642312946"},{"type":"electronic","value":"9783642312953"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31295-3_6","type":"book-chapter","created":{"date-parts":[[2012,6,20]],"date-time":"2012-06-20T02:15:15Z","timestamp":1340158515000},"page":"43-50","source":"Crossref","is-referenced-by-count":1,"title":["Determining the Number of Clusters with Rate-Distortion Curve Modeling"],"prefix":"10.1007","author":[{"given":"Alexander","family":"Kolesnikov","sequence":"first","affiliation":[]},{"given":"Elena","family":"Trichina","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/03610927408827101","volume":"3","author":"T. Calinski","year":"1974","unstructured":"Calinski, T., Harabasz, J.: A Dendrite Method for Cluster Analysis. Communication in Statistics\u00a03, 1\u201327 (1974)","journal-title":"Communication in Statistics"},{"key":"6_CR2","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/BF02294713","volume":"67","author":"E. Dimitriadou","year":"2002","unstructured":"Dimitriadou, E., Dolnicar, S., Weingassel, A.: An Examination of Indexes for Determining the Number of Clusters in Binary Data Sets. Psychometrika\u00a067, 137\u2013160 (2002)","journal-title":"Psychometrika"},{"key":"6_CR3","volume-title":"UCI Machine Learning Repository","author":"A. Frank","year":"2010","unstructured":"Frank, A., Asuncion, A.: UCI Machine Learning Repository. University of California, School of Information and Computer Science, Irvine, CA (2010), http:\/\/archive.ics.uci.edu\/ml"},{"key":"6_CR4","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1109\/TPAMI.2002.1017616","volume":"24","author":"T. Kanungo","year":"2002","unstructured":"Kanungo, T., Mount, D.M., Netanyahu, N.S., Piatko, C.D., Silverman, R., Wu, A.Y.: An Efficient k-Means Clustering Algorithm: Analysis and Implementation. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a024, 881\u2013892 (2002)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"6_CR5","doi-asserted-by":"publisher","first-page":"23","DOI":"10.2307\/2531893","volume":"44","author":"W.J. Krzanowski","year":"1984","unstructured":"Krzanowski, W.J., Lai, Y.T.: A Criterion for Determining the Number of Groups in a Data Set Using Sum-of-Squares Clustering. Biometrics\u00a044, 23\u201334 (1984)","journal-title":"Biometrics"},{"key":"6_CR6","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1007\/BF02294245","volume":"50","author":"G.W. Milligan","year":"1985","unstructured":"Milligan, G.W., Cooper, M.C.: An Examination of Procedures for Determining the Number of Clusters in a Data Set. Psychometrika\u00a050, 159\u2013179 (1985)","journal-title":"Psychometrika"},{"key":"6_CR7","unstructured":"Salvador, S., Chan, P.: Determining the Number of Clusters\/Segments in Hierarchical Clustering\/Segmentation Algorithms. In: Proc. 16th IEEE Int. Conf. on Tools with Artificial Intelligence, pp. 576\u2013584 (2004)"},{"key":"6_CR8","doi-asserted-by":"publisher","first-page":"750","DOI":"10.1198\/016214503000000666","volume":"98","author":"C.A. Sugar","year":"2003","unstructured":"Sugar, C.A., James, G.M.: Finding the Number of Clusters in a Data Set: An Information Theoretic Approach. J. American Statist. Association\u00a098, 750\u2013763 (2003)","journal-title":"J. American Statist. Association"},{"key":"6_CR9","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1111\/1467-9868.00293","volume":"63","author":"R. Tibshirani","year":"2001","unstructured":"Tibshirani, R., Walther, G., Hastie, T.: Estimating the Number of Clusters in a Data Set via the Gap Statistics. J. R. Statist. Soc.\u00a063, 411\u2013423 (2001)","journal-title":"J. R. Statist. Soc."},{"key":"6_CR10","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1002\/sam.10080","volume":"3","author":"L. Vendramin","year":"2010","unstructured":"Vendramin, L., Campello, R.J.G.B., Hrushka, E.R.: Relative Clustering Validity Criteria: A Comparative Overview. Statistical Analysis and Data Mining\u00a03, 209\u2013235 (2010)","journal-title":"Statistical Analysis and Data Mining"},{"key":"6_CR11","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1016\/S0167-8655(97)00121-9","volume":"18","author":"L. Xu","year":"1997","unstructured":"Xu, L.: Bayesian Ying-Yang machine, Clustering and Number of Clusters. Pattern Recognition Letters\u00a018, 1167\u20131178 (1997)","journal-title":"Pattern Recognition Letters"},{"key":"6_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/978-3-642-04921-7_32","volume-title":"Adaptive and Natural Computing Algorithms","author":"Q. Zhao","year":"2009","unstructured":"Zhao, Q., Xu, M., Fr\u00e4nti, P.: Sum-of-Squares Based Cluster Validity Index and Significance Analysis. In: Kolehmainen, M., Toivanen, P., Beliczynski, B. (eds.) ICANNGA 2009. LNCS, vol.\u00a05495, pp. 313\u2013322. Springer, Heidelberg (2009)"}],"container-title":["Lecture Notes in Computer Science","Image Analysis and Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31295-3_6.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T23:35:27Z","timestamp":1642548927000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31295-3_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642312946","9783642312953"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31295-3_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}