{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T22:01:09Z","timestamp":1725573669033},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540302872"},{"type":"electronic","value":"9783540320982"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11585978_3","type":"book-chapter","created":{"date-parts":[[2005,10,18]],"date-time":"2005-10-18T09:41:17Z","timestamp":1129628477000},"page":"34-45","source":"Crossref","is-referenced-by-count":23,"title":["Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering"],"prefix":"10.1007","author":[{"given":"Robert","family":"Jenssen","sequence":"first","affiliation":[]},{"given":"Deniz","family":"Erdogmus","sequence":"additional","affiliation":[]},{"given":"Kenneth E.","family":"Hild","sequence":"additional","affiliation":[]},{"given":"Jose C.","family":"Principe","sequence":"additional","affiliation":[]},{"given":"Torbj\u00f8rn","family":"Eltoft","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"3","key":"3_CR1","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"A.K. Jain","year":"1999","unstructured":"Jain, A.K., Murty, M.N., Flynn, P.J.: Data Clustering: A Review. ACM Computing Surveys\u00a031(3), 264\u2013323 (1999)","journal-title":"ACM Computing Surveys"},{"issue":"1","key":"3_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TPAMI.1980.4766964","volume":"2","author":"J.C. Bezdek","year":"1980","unstructured":"Bezdek, J.C.: A Convergence Theorem for the Fuzzy Isodata Clustering Algorithms. IEEE Transactions on Pattern Analysis and Machine Learning\u00a02(1), 1\u20138 (1980)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Learning"},{"key":"3_CR3","doi-asserted-by":"publisher","DOI":"10.1002\/0471721182","volume-title":"Finite Mixture Models","author":"G.J. McLachlan","year":"2000","unstructured":"McLachlan, G.J., Peel, D.: Finite Mixture Models. John Wiley & Sons, New York (2000)"},{"issue":"4","key":"3_CR4","doi-asserted-by":"publisher","first-page":"1249","DOI":"10.1109\/18.144705","volume":"38","author":"K. Rose","year":"1992","unstructured":"Rose, K., Gurewitz, E., Fox, G.C.: Vector Quantization by Deterministic Annealing. IEEE Transactions on Information Theory\u00a038(4), 1249\u20131257 (1992)","journal-title":"IEEE Transactions on Information Theory"},{"issue":"1","key":"3_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/34.566806","volume":"19","author":"T. Hofmann","year":"1997","unstructured":"Hofmann, T., Buhmann, J.M.: Pairwise Data Clustering by Deterministic Annealing. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a019(1), 1\u201314 (1997)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"3_CR6","doi-asserted-by":"publisher","first-page":"833","DOI":"10.1016\/S0031-3203(99)00086-2","volume":"33","author":"S.J. Roberts","year":"2000","unstructured":"Roberts, S.J., Everson, R., Rezek, I.: Maximum Certainty Data Partitioning. Pattern Recognition\u00a033, 833\u2013839 (2000)","journal-title":"Pattern Recognition"},{"key":"3_CR7","first-page":"640","volume-title":"Advances in Neural Information Processing Systems","author":"N. Tishby","year":"2001","unstructured":"Tishby, N., Slonim, N.: Data Clustering by Markovian Relaxation and the Information Bottleneck Method. In: Advances in Neural Information Processing Systems, vol.\u00a013, pp. 640\u2013646. MIT Press, Cambridge (2001)"},{"key":"3_CR8","volume-title":"Unsupervised Adaptive Filtering, ch. 7","author":"J. Principe","year":"2000","unstructured":"Principe, J., Xu, D., Fisher, J.: Information Theoretic Learning. In: Haykin, S. (ed.) Unsupervised Adaptive Filtering, ch. 7, vol.\u00a0I. John Wiley & Sons, New York (2000)"},{"key":"3_CR9","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1214\/aoms\/1177704472","volume":"32","author":"E. Parzen","year":"1962","unstructured":"Parzen, E.: On the Estimation of a Probability Density Function and the Mode. The Annals of Mathematical Statistics\u00a032, 1065\u20131076 (1962)","journal-title":"The Annals of Mathematical Statistics"},{"issue":"2","key":"3_CR10","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1109\/34.982897","volume":"24","author":"E. Gokcay","year":"2002","unstructured":"Gokcay, E., Principe, J.: Information Theoretic Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a024(2), 158\u2013170 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"doi-asserted-by":"crossref","unstructured":"Milligan, G.W., Cooper, M.C.: An Examination of Procedures for Determining the Number of Clusters in a Data Set. Phychometrica, 159\u2013179 (1985)","key":"3_CR11","DOI":"10.1007\/BF02294245"},{"key":"3_CR12","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4899-3324-9","volume-title":"Density Estimation for Statistics and Data Analysis","author":"B.W. Silverman","year":"1986","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. Chapman and Hall, London (1986)"},{"issue":"8","key":"3_CR13","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J. Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized Cuts and Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022(8), 888\u2013905 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"3_CR14","first-page":"1","volume":"5","author":"O.L. Mangasarian","year":"1990","unstructured":"Mangasarian, O.L., Wolberg, W.H.: Cancer Diagnosis via Linear Programming. SIAM News\u00a05, 1\u201318 (1990)","journal-title":"SIAM News"},{"doi-asserted-by":"crossref","unstructured":"Jenssen, R., Principe, J.C., Eltoft, T.: Information Cut and Information Forces for Clustering. In: Proceedings of IEEE International Workshop on Neural Networks for Signal Processing, Toulouse, France, September 17-19, pp. 459\u2013468 (2003)","key":"3_CR15","DOI":"10.1109\/NNSP.2003.1318045"},{"key":"3_CR16","first-page":"625","volume-title":"Advances in Neural Information Processing Systems","author":"R. Jenssen","year":"2005","unstructured":"Jenssen, R., Erdogmus, D., Principe, J.C., Eltoft, T.: The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space. In: Advances in Neural Information Processing Systems, vol.\u00a017, pp. 625\u2013632. MIT Press, Cambridge (2005)"}],"container-title":["Lecture Notes in Computer Science","Energy Minimization Methods in Computer Vision and Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11585978_3.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,17]],"date-time":"2020-11-17T20:01:12Z","timestamp":1605643272000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11585978_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540302872","9783540320982"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/11585978_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}