{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T14:40:02Z","timestamp":1740840002650,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540408079"},{"type":"electronic","value":"9783540452287"}],"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":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-45228-7_25","type":"book-chapter","created":{"date-parts":[[2011,1,7]],"date-time":"2011-01-07T06:00:12Z","timestamp":1294380012000},"page":"244-256","source":"Crossref","is-referenced-by-count":10,"title":["Cluster Validity Using Support Vector Machines"],"prefix":"10.1007","author":[{"given":"Vladimir","family":"Estivill-Castro","sequence":"first","affiliation":[]},{"given":"Jianhua","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"25_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/380995.380999","volume":"2","author":"K.P. Bennett","year":"2000","unstructured":"Bennett, K.P., Campbell, C.: Support vector machines: Hype or hallelujah. SIGKDD Explorations\u00a02(2), 1\u201313 (2000)","journal-title":"SIGKDD Explorations"},{"key":"25_CR2","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"J.C. Bezdek","year":"1981","unstructured":"Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms. Plenum, New York (1981)"},{"key":"25_CR3","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines (2001), http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"issue":"9","key":"25_CR4","doi-asserted-by":"publisher","first-page":"2119","DOI":"10.1162\/089976601750399335","volume":"13","author":"C.C. Chang","year":"2001","unstructured":"Chang, C.C., Lin, C.J.: Training v-support vector classifiers: Theory and algorithms. Neural Computation\u00a013(9), 2119\u20132147 (2001)","journal-title":"Neural Computation"},{"key":"25_CR5","volume-title":"Learning from Data \u2014 Concept, Theory and Methods","author":"V. Cherkassky","year":"1998","unstructured":"Cherkassky, V., Muller, F.: Learning from Data \u2014 Concept, Theory and Methods. Wiley, New York (1998)"},{"key":"25_CR6","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1142\/9789814343138_0001","volume-title":"Handbook of Pattern Recognition and Computer Vision,","author":"R.C. Dubes","year":"1993","unstructured":"Dubes, R.C.: Cluster analysis and related issues. In: Chen, C.H., Pau, L.F., Wang, P.S.P. (eds.) Handbook of Pattern Recognition and Computer Vision, ch. 1.1, pp. 3\u201332. World Scientific, Singapore (1993)"},{"issue":"1","key":"25_CR7","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1145\/568574.568575","volume":"4","author":"V. Estivill-Castro","year":"2002","unstructured":"Estivill-Castro, V.: Why so many clustering algorithms - a position paper. SIGKDD Explorations\u00a04(1), 65\u201375 (2002)","journal-title":"SIGKDD Explorations"},{"key":"25_CR8","doi-asserted-by":"crossref","unstructured":"Gokcay, E., Principe, J.: A new clustering evaluation function using Renyi\u2019s information potential. In: Wells, R.O., Tian, J., Baraniuk, R.G., Tan, D.M., Wu, H.R. (eds.) Proc. of IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP 2000), Istanbul, pp. 3490\u20133493 (2000)","DOI":"10.1109\/ICASSP.2000.860153"},{"key":"25_CR9","unstructured":"Gunn, S.: Support vector machines for classification and regression. Tech. Report ISIS-1-98, Univ. of Southampton, Dept. of Electronics and Computer Science (1998)"},{"key":"25_CR10","volume-title":"Neural networks: a comprehensive foundation","author":"S.S. Haykin","year":"1999","unstructured":"Haykin, S.S.: Neural networks: a comprehensive foundation. PrenticeHall, Englewood Cliffs (1999)"},{"key":"25_CR11","volume-title":"Algorithms for Clustering Data","author":"A.K. Jain","year":"1998","unstructured":"Jain, A.K., Dubes, R.C.: Algorithms for Clustering Data. PrenticeHall, Englewood Cliffs (1998)"},{"key":"25_CR12","unstructured":"Koschke, R., Eisenbarth, T.: A framework for experimental evaluation of clustering techniques. In: Proc. Int. Workshop on Program Comprehension (2000)"},{"key":"25_CR13","unstructured":"Rauber, A., Paralic, J., Pampalk, E.: Empirical evaluation of clustering algorithms. Malekovic, M., Lorencic, A. (eds.), 11th Int. Conf. Information and Intelligent Systems (IIS 2002), Varazdin, Croatia, September 20 - 22, Univ. of Zagreb (2000)"},{"key":"25_CR14","unstructured":"Sch\u00f6lkopf, B., Williamson, R.C., Smola, A.J., Shawe-Taylor, J.: SV estimation of a distribution\u2019s support. In: Leen, T.K., Solla, S.A., M\u00fcller, K.R. (eds.) Advances in Neural Information Processing Systems 12. MIT Press, Cambridge (forthcomming), mlg.anu.edu.au\/smola\/publications.html"},{"key":"25_CR15","first-page":"125","volume":"2","author":"H. Siegelmann","year":"2001","unstructured":"Siegelmann, H., Ben-Hur, A., Horn, D., Vapnik, V.: Support vector clustering. J. Machine Learning Research\u00a02, 125\u2013137 (2001)","journal-title":"J. Machine Learning Research"},{"key":"25_CR16","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The nature of statistical learning theory","author":"V.N. Vapnik","year":"1995","unstructured":"Vapnik, V.N.: The nature of statistical learning theory. Springer, Heidelberg (1995)"},{"issue":"2","key":"25_CR17","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1023\/A:1012801612483","volume":"17","author":"M. Vazirgiannis","year":"2001","unstructured":"Vazirgiannis, M., Halkidi, M., Batistakis, Y.: On clustering validation techniques. Intelligent Information Systems J.\u00a017(2), 107\u2013145 (2001)","journal-title":"Intelligent Information Systems J."},{"issue":"5","key":"25_CR18","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.1162\/089976600300015565","volume":"12","author":"R. Williamson","year":"2000","unstructured":"Williamson, R., Sch\u00f6lkopf, B., Smola, A., Bartlett, P.: New support vector algorithms. Neural Computation\u00a012(5), 1207\u20131245 (2000)","journal-title":"Neural Computation"},{"key":"25_CR19","unstructured":"Winter, R.: Formal validation of schema clustering for large information systems. In: Proc. First American Conference on Information Systems (1995)"}],"container-title":["Lecture Notes in Computer Science","Data Warehousing and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-45228-7_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T13:53:25Z","timestamp":1740837205000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-45228-7_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540408079","9783540452287"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-45228-7_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2003]]}}}