{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T03:16:29Z","timestamp":1725678989896},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642302169"},{"type":"electronic","value":"9783642302176"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-30217-6_30","type":"book-chapter","created":{"date-parts":[[2012,5,9]],"date-time":"2012-05-09T10:14:58Z","timestamp":1336558498000},"page":"354-365","source":"Crossref","is-referenced-by-count":11,"title":["Neighborhood-Based Smoothing of External Cluster Validity Measures"],"prefix":"10.1007","author":[{"given":"Ken-ichi","family":"Fukui","sequence":"first","affiliation":[]},{"given":"Masayuki","family":"Numao","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"12","key":"30_CR1","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1007\/s10791-008-9066-8","volume":"699","author":"E. Amig\u00f3","year":"2009","unstructured":"Amig\u00f3, E., Gonzalo, J., Artiles, J., Verdejo, F.: A comparison of extrinsic clustering evaluation metrics based on formal constraints. Information Retrieval\u00a0699(12), 461\u2013486 (2009)","journal-title":"Information Retrieval"},{"issue":"4","key":"30_CR2","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1109\/TPAMI.1979.4766909","volume":"1","author":"D.L. Davies","year":"1979","unstructured":"Davies, D.L., Bouldin, D.W.: A cluster separation measure. IEEE Transactions on Pattern Analsis and Machine Intelligence (TPAMI)\u00a01(4), 224\u2013227 (1979)","journal-title":"IEEE Transactions on Pattern Analsis and Machine Intelligence (TPAMI)"},{"issue":"2","key":"30_CR3","doi-asserted-by":"publisher","first-page":"85","DOI":"10.5121\/ijcses.2010.1207","volume":"1","author":"L.J. Deborah","year":"2010","unstructured":"Deborah, L.J., Baskaran, R., Kannan, A.: A survey on internal validity measure for cluster validation. International Journal of Computer Science & Engineering Survey (IJCSES)\u00a01(2), 85\u2013102 (2010)","journal-title":"International Journal of Computer Science & Engineering Survey (IJCSES)"},{"key":"30_CR4","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1080\/01969727408546059","volume":"4","author":"J.C. Dunn","year":"1974","unstructured":"Dunn, J.C.: Well separated clusters and optimal fuzzy partitions. Journal of Cybernetics\u00a04, 95\u2013104 (1974)","journal-title":"Journal of Cybernetics"},{"key":"30_CR5","unstructured":"Halkidi, M., Vazirgiannis, M.: Clustering validity assessment using multi representatives. In: Proc. 2nd Hellenic Conference on Artificial Intelligence, pp. 237\u2013248 (2002)"},{"key":"30_CR6","doi-asserted-by":"crossref","unstructured":"Kohonen, T.: Self-Organizing Maps. Springer (1995)","DOI":"10.1007\/978-3-642-97610-0"},{"key":"30_CR7","unstructured":"Kov\u00e1cs, F., Leg\u00e1ny, C., Babos, A.: Cluster validity measurement techniques. Engineering 2006, 388\u2013393 (2006)"},{"key":"30_CR8","doi-asserted-by":"crossref","unstructured":"Kremer, H., Kranen, P., Jansen, T., Seidl, T., Bifet, A., Holmes, G., Pfahringer, B.: An effective evaluation measure for clustering on evolving data streams. In: Proc. the 17th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011), pp. 868\u2013876 (2011)","DOI":"10.1145\/2020408.2020555"},{"key":"30_CR9","doi-asserted-by":"crossref","unstructured":"Liu, Y., Li, Z., Xiong, H., Gao, X., Wu, J.: Understanding of internal clustering validation measures. In: Proc. IEEE International Conference on Data Mining (ICDM 2010), pp. 911\u2013916 (2010)","DOI":"10.1109\/ICDM.2010.35"},{"issue":"1","key":"30_CR10","first-page":"27","volume":"5","author":"E. Rend\u00f3n","year":"2011","unstructured":"Rend\u00f3n, E., Abundez, I., Arizmendi, A., Quiroz, E.M.: Internal versus external cluster validation indexes. International Journal of Computers and Communications\u00a05(1), 27\u201334 (2011)","journal-title":"International Journal of Computers and Communications"},{"key":"30_CR11","doi-asserted-by":"crossref","unstructured":"Tasdemir, K., Mer\u00e9nyi, E.: A new cluster validity index for prototype based clustering algorithms based on inter- and intra-cluster density. In: Proc. International Joint Conference on Neural Networks (IJCNN 2007), pp. 2205\u20132211 (2007)","DOI":"10.1109\/IJCNN.2007.4371300"},{"key":"30_CR12","doi-asserted-by":"crossref","unstructured":"Veenhuis, C., Koppen, M.: Data Swarm Clustering, ch. 10, pp. 221\u2013241. Springer (2006)","DOI":"10.1007\/978-3-540-34956-3_10"},{"key":"30_CR13","first-page":"207","volume":"10","author":"K.Q. Weinberger","year":"2009","unstructured":"Weinberger, K.Q., Blitzer, J., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. Journal of Machine Learning Research (JMLR)\u00a010, 207\u2013244 (2009)","journal-title":"Journal of Machine Learning Research (JMLR)"},{"key":"30_CR14","doi-asserted-by":"crossref","unstructured":"Xu, R., Wunsch, D.: Cluster Validity. Computational Intelligence, ch. 10, pp. 263\u2013278. IEEE Press (2008)","DOI":"10.1002\/9780470382776.ch10"},{"key":"30_CR15","unstructured":"Zha, Z.J., Mei, T., Wang, M., Wang, Z., Hua, X.S.: Robust distance metric learning with auxiliary knowledge. In: Proc. International Joint Conference on Artificial Intelligence (IJCAI 2009), pp. 1327\u20131332 (2009)"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-30217-6_30.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T10:48:56Z","timestamp":1713955736000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-30217-6_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642302169","9783642302176"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-30217-6_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}