{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T16:48:37Z","timestamp":1743007717376,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642221903"},{"type":"electronic","value":"9783642221910"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-22191-0_61","type":"book-chapter","created":{"date-parts":[[2011,6,27]],"date-time":"2011-06-27T20:22:53Z","timestamp":1309206173000},"page":"694-702","source":"Crossref","is-referenced-by-count":0,"title":["Reduced Support Vector Machine Based on k-Mode Clustering for Classification Large Categorical Dataset"],"prefix":"10.1007","author":[{"given":"Santi Wulan","family":"Purnami","sequence":"first","affiliation":[]},{"given":"Jasni Mohamad","family":"Zain","sequence":"additional","affiliation":[]},{"given":"Abdullah","family":"Embong","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"61_CR1","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s00357-001-0004-3","volume":"18","author":"A. Chaturvedi","year":"2001","unstructured":"Chaturvedi, A., Green, P., Carrol, J.: K-Modes Clustering. Journal of Classification\u00a018, 35\u201355 (2001)","journal-title":"Journal of Classification"},{"key":"61_CR2","unstructured":"Chien, L.J., Chang, C.C., Lee, Y.J.: Variant Methods of Reduced Set Selection for Reduced Support Vector achines. Journal of Information Science and Engineering\u00a026(1) (2010)"},{"key":"61_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"720","DOI":"10.1007\/978-3-540-28651-6_107","volume-title":"Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2004","author":"C.-C. Chang","year":"2004","unstructured":"Chang, C.-C., Lee, Y.-J.: Generating the reduced set by systematic sampling. In: Yang, Z.R., Yin, H., Everson, R.M. (eds.) IDEAL 2004. LNCS, vol.\u00a03177, pp. 720\u2013725. Springer, Heidelberg (2004)"},{"issue":"6","key":"61_CR4","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1016\/0031-3203(91)90022-W","volume":"24","author":"K.C. Gowda","year":"1991","unstructured":"Gowda, K.C., Diday, E.: Symbolic clustering using a new dissimilarity measure. Pattern Recognition Letters\u00a024(6), 567\u2013578 (1991)","journal-title":"Pattern Recognition Letters"},{"key":"61_CR5","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.inffus.2004.03.001","volume":"6","author":"Z. He","year":"2005","unstructured":"He, Z., Xu, X., Deng, S.: A cluster ensemble for clustering categorical data. Information Fusion\u00a06, 143\u2013151 (2005)","journal-title":"Information Fusion"},{"key":"61_CR6","unstructured":"Huang, Z.: Clustering large data sets with mixed numeric and categorical values. In: Proceedings of The First Pacific sia Knowledge Discovery and Data Mining Conference, Singapore (1997)"},{"key":"61_CR7","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1023\/A:1009769707641","volume":"2","author":"Z. Huang","year":"1998","unstructured":"Huang, Z.: Extensions to the k-means algorithm for clustering large data sets with categorical values. Data Mining nd Knowledge Discovery\u00a02, 283\u2013304 (1998)","journal-title":"Data Mining nd Knowledge Discovery"},{"key":"61_CR8","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1007\/s00357-003-0014-4","volume":"20","author":"Z. Huang","year":"2003","unstructured":"Huang, Z.: A Note on K-modes Clustering. Journal of Classification\u00a020, 257\u2013261 (2003)","journal-title":"Journal of Classification"},{"key":"61_CR9","first-page":"335","volume":"52","author":"C.M. Huang","year":"2007","unstructured":"Huang, C.M., Lee, Y.J., Lin, D.K.J., Huang, S.Y.: Model Selection for Support Vector Machines via Uniform esign. A Special issue on Machine Learning and Robust Data Mining of Computational Statistics and Data Analysis\u00a052, 335\u2013346 (2007)","journal-title":"A Special issue on Machine Learning and Robust Data Mining of Computational Statistics and Data Analysis"},{"key":"61_CR10","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J.: Practical Guide To Support Vector Classification. Department of Computer cience and Information Engineering National Taiwan University (2003), \n                    \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/papers\/guide\/guide.pdf"},{"key":"61_CR11","volume-title":"Multivariate Analysis","author":"K. Mardia","year":"1979","unstructured":"Mardia, K., et al.: Multivariate Analysis. Academic Press, London (1979)"},{"key":"61_CR12","unstructured":"Lee, Y.J.: Support vector machines in data mining. PhD thesis. University of Wisconsin-Madison, USA (2001)"},{"key":"61_CR13","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1011215321374","volume":"20","author":"Y.J. Lee","year":"2001","unstructured":"Lee, Y.J., Mangasarian, O.L.: A Smooth Support Vector Machine. J. Comput. Optimiz. Appli.\u00a020, 5\u201322 (2001)","journal-title":"J. Comput. Optimiz. Appli."},{"key":"61_CR14","volume-title":"Proceedings of the First SIAM International Conference on Data Mining","author":"Y.J. Lee","year":"2001","unstructured":"Lee, Y.J., Mangasarian, O.L.: RSVM: Reduced Support Vector Machines. In: Proceedings of the First SIAM International Conference on Data Mining. SIAM, Philadelphia (2001)"},{"key":"61_CR15","doi-asserted-by":"crossref","unstructured":"Lee, Y.J., Huang, S.Y.: Reduced Support Vector Machines: A Statistical Theory. IEEE Trans.Neural Network.\u00a018(1) (2007)","DOI":"10.1109\/TNN.2006.883722"},{"key":"61_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"714","DOI":"10.1007\/978-3-540-28651-6_106","volume-title":"Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2004","author":"L.-R. Jen","year":"2004","unstructured":"Jen, L.-R., Lee, Y.-J.: Clustering model selection for reduced support vector machines. In: Yang, Z.R., Yin, H., Everson, R.M. (eds.) IDEAL 2004. LNCS, vol.\u00a03177, pp. 714\u2013719. Springer, Heidelberg (2004)"},{"issue":"6","key":"61_CR17","doi-asserted-by":"publisher","first-page":"1449","DOI":"10.1109\/TNN.2003.820828","volume":"14","author":"K.M. Lin","year":"2003","unstructured":"Lin, K.M., Lin, C.J.: A Study on Reduced Support Vector Machines. IEEE Trans.Neural Network.\u00a014(6), 1449\u20131459 (2003)","journal-title":"IEEE Trans.Neural Network."},{"key":"61_CR18","first-page":"35","volume-title":"Advances in large Margin Classifiers","author":"O.L. Mangasarian","year":"2000","unstructured":"Mangasarian, O.L.: Generalized Support Vector Machines. In: Smola, A., Bartlett, P., Scholkopf, B., Schurrmans, D. (eds.) Advances in large Margin Classifiers, pp. 35\u2013146. MIT Press, Cambridge (2000); ISBN: 0-262-19448-1"},{"key":"61_CR19","series-title":"Dept. of Information and Computer Science","volume-title":"UCI repository of machine learning database","author":"D.J. Newman","year":"1998","unstructured":"Newman, D.J., Hettich, S., Blake, C.L.S., Merz, C.J.: UCI repository of machine learning database. Dept. of Information and Computer Science. University of California, Irvine (1998), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/~MLRepository.html"},{"key":"61_CR20","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1016\/0167-8655(95)00075-R","volume":"16","author":"H. Ralambondrainy","year":"1995","unstructured":"Ralambondrainy, H.: A conceptual version of the K-Means algorithm. Pattern Recognition Letters\u00a016, 1147\u20131157 (1995)","journal-title":"Pattern Recognition Letters"},{"issue":"2","key":"61_CR21","first-page":"241","volume":"14","author":"O.M. San","year":"2004","unstructured":"San, O.M., Huynh, V.N., Nakamori, Y.: An alternative extension of the k-means algorithm for clustering categorical data. International Journal Applied Mathematic Computing Science\u00a014(2), 241\u2013247 (2004)","journal-title":"International Journal Applied Mathematic Computing Science"},{"key":"61_CR22","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The Nature of Statistical Learning Theory","author":"V. Vapnik","year":"1995","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory, 2nd edn. Springer, New York (1995)","edition":"2"}],"container-title":["Communications in Computer and Information Science","Software Engineering and Computer Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-22191-0_61","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,29]],"date-time":"2019-03-29T11:41:18Z","timestamp":1553859678000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-22191-0_61"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642221903","9783642221910"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-22191-0_61","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2011]]}}}