{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T17:55:23Z","timestamp":1725558923484},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642142635"},{"type":"electronic","value":"9783642142642"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"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":[[2010]]},"DOI":"10.1007\/978-3-642-14264-2_16","type":"book-chapter","created":{"date-parts":[[2010,7,5]],"date-time":"2010-07-05T01:34:28Z","timestamp":1278293668000},"page":"151-160","source":"Crossref","is-referenced-by-count":1,"title":["Automated Constraint Selection for Semi-supervised Clustering Algorithm"],"prefix":"10.1007","author":[{"given":"Carlos","family":"Ruiz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos G.","family":"Vallejo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Myra","family":"Spiliopoulou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ernestina","family":"Menasalvas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"16_CR1","unstructured":"Basu, S., Banerjee, A., Mooney, R.J.: Semi-supervised Clustering by Seeding. In: ICML\u201902: Proc. Int. Conf. on Machine Learning, pp. 19\u201326 (2002)"},{"key":"16_CR2","doi-asserted-by":"crossref","unstructured":"Bilenko, M., Basu, S., Mooney, R.J.: Integrating Constraints and Metric Learning in Semisupervised Clustering. In: ICML\u201904: Proc. of the 21th Int. Conf. on Machine Learning, pp. 11\u201319 (2004)","DOI":"10.1145\/1015330.1015360"},{"issue":"1-7","key":"16_CR3","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/S0169-7552(98)00110-X","volume":"30","author":"S. Brin","year":"1999","unstructured":"Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems\u00a030(1-7), 107\u2013117 (1999)","journal-title":"Computer Networks and ISDN Systems"},{"key":"16_CR4","unstructured":"Cohn, D., Caruana, R., McCallum, A.: Semi-supervised clustering with user feedback. Technical Report TR2003-1892, Cornell University (2003)"},{"key":"16_CR5","doi-asserted-by":"crossref","unstructured":"Davidson, I., Ravi, S.S.: Clustering with Constraints: Feasibility Issues and the k-Means Algorithm. In: SIAM 2005: Society for Industrial and Applied Mathematics Int. Conf. on Data Mining Int. Conf. in Data Mining (2005)","DOI":"10.1137\/1.9781611972757.13"},{"key":"16_CR6","doi-asserted-by":"crossref","unstructured":"Davidson, I., Ravi, S.S., Ester, M.: Efficient Incremental Constrained Clustering. In: KDD\u201907: Proc. of the 13th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, pp. 240\u2013249 (2007)","DOI":"10.1145\/1281192.1281221"},{"key":"16_CR7","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/11871637_15","volume-title":"Knowledge Discovery in Databases: PKDD 2006","author":"I. Davidson","year":"2006","unstructured":"Davidson, I., Wagstaff, K., Basu, S.: Measuring Constraint-Set Utility for Partitional Clustering Algorithms. In: F\u00fcrnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), vol.\u00a04213, pp. 115\u2013126. Springer, Heidelberg (2006)"},{"key":"16_CR8","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1007\/978-3-540-74958-5_16","volume-title":"Machine Learning: ECML 2007","author":"D. Greene","year":"2007","unstructured":"Greene, D., Cunningham, P.: Constraint selection by committee: An ensemble approach to identifying informative constraints for semi-supervised clustering. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni\u010d, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol.\u00a04701, pp. 140\u2013151. Springer, Heidelberg (2007)"},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Halkidi, M., Gunopulos, D., Kumar, N., Vazirgiannis, M., Domeniconi, C.: A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria. In: ICDM 2005: Proc. of the 5th IEEE Int. Conf. on Data Mining, pp. 637\u2013640 (2005)","DOI":"10.1109\/ICDM.2005.4"},{"issue":"1","key":"16_CR10","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3233\/IDA-2004-8104","volume":"8","author":"B.D. Morring","year":"2004","unstructured":"Morring, B.D., Martinez, T.R.: Weighted Instance Typicality Search (WITS): A Nearest Neighbor Data Reduction Algorithm. Intelligent Data Analysis\u00a08(1), 61\u201378 (2004)","journal-title":"Intelligent Data Analysis"},{"key":"16_CR11","doi-asserted-by":"publisher","first-page":"846","DOI":"10.1080\/01621459.1971.10482356","volume":"66","author":"W.M. Rand","year":"1971","unstructured":"Rand, W.M.: Objective Criteria for the Evalluation of Clustering Methods. Journal of the American Statistical Association\u00a066, 846\u2013850 (1971)","journal-title":"Journal of the American Statistical Association"},{"key":"16_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1007\/978-3-540-72530-5_25","volume-title":"Rough Sets, Fuzzy Sets, Data Mining and Granular Computing","author":"C. Ruiz","year":"2007","unstructured":"Ruiz, C., Spiliopoulou, M., Menasalvas, E.: C-DBSCAN: Density-Based Clustering with Constraints. In: An, A., Stefanowski, J., Ramanna, S., Butz, C.J., Pedrycz, W., Wang, G. (eds.) RSFDGrC 2007. LNCS (LNAI), vol.\u00a04482, pp. 216\u2013223. Springer, Heidelberg (2007)"},{"key":"16_CR13","series-title":"Lecture Notes in Artificial Intelligence","first-page":"327","volume-title":"Current Topics in Artificial Intelligence","author":"C.G. Vallejo","year":"2007","unstructured":"Vallejo, C.G., Troyano, J.A., Ortega, F.J.: WIRS: Un algoritmo de reducci\u00f3n de instancias basado en ranking. In: Borrajo, D., Castillo, L., Corchado, J.M. (eds.) CAEPIA 2007. LNCS (LNAI), vol.\u00a04788, pp. 327\u2013336. Springer, Heidelberg (2007)"},{"key":"16_CR14","unstructured":"Wagstaff, K., Cardie, C.: Clustering with Instance-level Constraints. In: ICML 2000: Proc. of 17th Int. Conf. on Machine Learning, pp. 1103\u20131110 (2000)"},{"key":"16_CR15","first-page":"1","volume":"1","author":"D.R. Wilson","year":"1997","unstructured":"Wilson, D.R., Martinez, T.R.: Improved heterogeneous distance functions. Journal of Artificial Intelligence Research (JAIR)\u00a01, 1\u201334 (1997)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"key":"16_CR16","doi-asserted-by":"crossref","unstructured":"Zhang, J.: Selecting typical instances in instance-based learning. In: ML\u201992: Proc. of the 9th Int. Workshop on Machine Learning, pp. 470\u2013479 (1992)","DOI":"10.1016\/B978-1-55860-247-2.50066-8"}],"container-title":["Lecture Notes in Computer Science","Current Topics in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-14264-2_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T14:48:31Z","timestamp":1559227711000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-14264-2_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642142635","9783642142642"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-14264-2_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}