{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T10:17:27Z","timestamp":1725704247239},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642341557"},{"type":"electronic","value":"9783642341564"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34156-4_33","type":"book-chapter","created":{"date-parts":[[2012,10,20]],"date-time":"2012-10-20T04:50:18Z","timestamp":1350708618000},"page":"357-368","source":"Crossref","is-referenced-by-count":5,"title":["Where Are We Going? Predicting the Evolution of Individuals"],"prefix":"10.1007","author":[{"given":"Zaigham Faraz","family":"Siddiqui","sequence":"first","affiliation":[]},{"given":"M\u00e1rcia","family":"Oliveira","sequence":"additional","affiliation":[]},{"given":"Jo\u00e3o","family":"Gama","sequence":"additional","affiliation":[]},{"given":"Myra","family":"Spiliopoulou","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"1","key":"33_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the em algorithm. Journal of the Royal Statistical Society\u00a039(1), 1\u201338 (1977); Series B (Methodological)","journal-title":"Journal of the Royal Statistical Society"},{"key":"33_CR2","doi-asserted-by":"crossref","unstructured":"Gaffney, S., Smyth, P.: Trajectory clustering with mixtures of regression models. In: 5th Int. Conf. on Knowledge Discovery and Data Mining, pp. 63\u201372 (1999)","DOI":"10.1145\/312129.312198"},{"key":"33_CR3","doi-asserted-by":"crossref","unstructured":"Ikonomovska, E., Driessens, K., Dzeroski, S., Gama, J.: Adaptive windowing for online learning from multiple inter-related data streams. In: Workshop on Learning and Data Mining for Robots (LEMIR 2011@ICDM 2011), pp. 697\u2013704 (December 2011)","DOI":"10.1109\/ICDMW.2011.22"},{"key":"33_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1007\/978-3-642-23783-6_17","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"G. Krempl","year":"2011","unstructured":"Krempl, G., Siddiqui, Z.F., Spiliopoulou, M.: Online Clustering of High-Dimensional Trajectories under Concept Drift. In: Gunopulos, D., Hofmann, T., Malerba, D., Vazirgiannis, M. (eds.) ECML PKDD 2011, Part II. LNCS, vol.\u00a06912, pp. 261\u2013276. Springer, Heidelberg (2011)"},{"key":"33_CR5","doi-asserted-by":"crossref","unstructured":"Laxman, S., Tankasali, V., White, R.W.: Stream prediction using a generative model based on frequent episodes in event sequences. In: Procs of the 14th ACM Int. Conf. on Knowledge Discovery and Data Mining, pp. 453\u2013461. ACM (2008)","DOI":"10.1145\/1401890.1401947"},{"issue":"1","key":"33_CR6","first-page":"707","volume":"10","author":"V.I. Levenshtein","year":"1966","unstructured":"Levenshtein, V.I.: Binary codes capable of correcting deletions, insertions and reversals. Soviet Physics Doklady\u00a010(1), 707\u2013710 (1966)","journal-title":"Soviet Physics Doklady"},{"key":"33_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1007\/978-3-642-21887-3_43","volume-title":"Computational Science and Its Applications - ICCSA 2011","author":"I. Ntoutsi","year":"2011","unstructured":"Ntoutsi, I., Spiliopoulou, M., Theodoridis, Y.: Summarizing Cluster Evolution in Dynamic Environments. In: Murgante, B., Gervasi, O., Iglesias, A., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2011, Part II. LNCS, vol.\u00a06783, pp. 562\u2013577. Springer, Heidelberg (2011)"},{"issue":"1","key":"33_CR8","doi-asserted-by":"crossref","first-page":"93","DOI":"10.3233\/IDA-2011-0512","volume":"16","author":"M. Oliveira","year":"2012","unstructured":"Oliveira, M., Gama, J.: A framework to monitor clusters evolution applied to economy and finance problems. Intelligent Data Analysis\u00a016(1), 93\u2013111 (2012)","journal-title":"Intelligent Data Analysis"},{"key":"33_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1007\/978-3-642-02279-1_38","volume-title":"Scientific and Statistical Database Management","author":"Z.F. Siddiqui","year":"2009","unstructured":"Siddiqui, Z.F., Spiliopoulou, M.: Combining Multiple Interrelated Streams for Incremental Clustering. In: Winslett, M. (ed.) SSDBM 2009. LNCS, vol.\u00a05566, pp. 535\u2013552. Springer, Heidelberg (2009)"},{"key":"33_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"640","DOI":"10.1007\/978-3-642-13818-8_43","volume-title":"Scientific and Statistical Database Management","author":"Z.F. Siddiqui","year":"2010","unstructured":"Siddiqui, Z.F., Spiliopoulou, M.: Tree Induction over Perennial Objects. In: Gertz, M., Lud\u00e4scher, B. (eds.) SSDBM 2010. LNCS, vol.\u00a06187, pp. 640\u2013657. Springer, Heidelberg (2010)"},{"key":"33_CR11","doi-asserted-by":"crossref","unstructured":"Spiliopoulou, M., Ntoutsi, I., Theodoridis, Y., Schult, R.: MONIC \u2013 modeling and monitoring cluster transitions. In: 12th Int. Conf. on Knowledge Discovery and Data Mining, pp. 706\u2013711. ACM (2006)","DOI":"10.1145\/1150402.1150491"}],"container-title":["Lecture Notes in Computer Science","Advances in Intelligent Data Analysis XI"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34156-4_33.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T13:03:27Z","timestamp":1714482207000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34156-4_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642341557","9783642341564"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34156-4_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}