{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T15:52:33Z","timestamp":1725551553205},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540304623"},{"type":"electronic","value":"9783540316527"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11589990_16","type":"book-chapter","created":{"date-parts":[[2005,11,26]],"date-time":"2005-11-26T06:28:03Z","timestamp":1132986483000},"page":"133-142","source":"Crossref","is-referenced-by-count":8,"title":["Preprocessing Time Series Data for Classification with Application to CRM"],"prefix":"10.1007","author":[{"given":"Yiming","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jialin","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rong","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chenhui","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenxing","family":"Qin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"16_CR1","unstructured":"http:\/\/kdd.ics.uci.edu\/databases\/kddcup98\/kddcup98.html (1998)"},{"key":"16_CR2","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1109\/ICDE.1995.380415","volume-title":"Eleventh International Conference on Data Engineering","author":"R. Agrawal","year":"1995","unstructured":"Agrawal, R., Srikant, R.: Mining sequential patterns. In: Yu, P.S., Chen, A.S.P. (eds.) Eleventh International Conference on Data Engineering, Taipei, Taiwan, pp. 3\u201314. IEEE Computer Society Press, Los Alamitos (1995)"},{"key":"16_CR3","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/3-540-44934-5_6","volume-title":"Web Usage Analysis and User Profiling","author":"J. Borges","year":"2000","unstructured":"Borges, J., Levene, M.: Data mining of user navigation patterns. In: Masand, B., Spiliopoulou, M. (eds.) WebKDD 1999. LNCS (LNAI), vol.\u00a01836, pp. 31\u201336. Springer, Heidelberg (2000)"},{"key":"16_CR4","doi-asserted-by":"crossref","unstructured":"Cadez, I., Heckerman, D., Meek, C., Smyth, P., White, S.: Visualization of navigation patterns on a web site using model-based clustering. Knowledge Discovery and Data Mining, pp. 280\u2013284 (March 2000)","DOI":"10.1145\/347090.347151"},{"key":"16_CR5","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1145\/312129.312220","volume-title":"Proceedings of the Fifth International Conference on Knowledge Discovery and Data Mining","author":"P. Domingos","year":"1999","unstructured":"Domingos, P.: Metacost: A general method for making classifiers cost sensitive. In: Proceedings of the Fifth International Conference on Knowledge Discovery and Data Mining, pp. 155\u2013164. AAAI Press, Menlo Park (1999)"},{"key":"16_CR6","unstructured":"Elkan, C.: The foundations of cost-sensitive learning. In: Proceedings of the 17th International Joint Conference on Artificial Intelligence, pp. 973\u2013978 (2001)"},{"key":"16_CR7","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1023\/A:1010920819831","volume":"45","author":"D.J. Hand","year":"2001","unstructured":"Hand, D.J., Till, R.J.: A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning\u00a045, 171\u2013186 (2001)","journal-title":"Machine Learning"},{"issue":"1\u20134","key":"16_CR8","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/S0020-0255(98)10055-5","volume":"114","author":"M. Levene","year":"1999","unstructured":"Levene, M., Loizou, G.: A probabilistic approach to navigation in hypertext. Information Sciences\u00a0114(1\u20134), 165\u2013186 (1999)","journal-title":"Information Sciences"},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Ling, C.X., Huang, J., Zhang, H.: AUC: a statistically consistent and more discriminating measure than accuracy. In: Proceedings of 18th International Conference on Artificial Intelligence (IJCAI\u20132003), pp. 329\u2013341 (2003)","DOI":"10.1007\/3-540-44886-1_25"},{"key":"16_CR10","unstructured":"Ling, C.X., Li, C.: Data mining for direct marketing - specific problems and solutions. In: Proceedings of Fourth International Conference on Knowledge Discovery and Data Mining (KDD\u20131998), pp. 73\u201379 (1998)"},{"key":"16_CR11","first-page":"648","volume-title":"Advances in Neural Information Processing Systems","author":"P. Smyth","year":"1997","unstructured":"Smyth, P.: Clustering sequences with hidden markov models. In: Mozer, M.C., Jordan, M.I., Petsche, T. (eds.) Advances in Neural Information Processing Systems, vol.\u00a09, p. 648. The MIT Press, Cambridge (1997)"},{"key":"16_CR12","doi-asserted-by":"crossref","unstructured":"Wang, K., Zhou, S., Yang, Q., Yeung, J.M.S.: Mining customer value: from association rules to direct marketing. Journal of Data Mining and Knowledge Discovery (2005)","DOI":"10.1007\/s10618-005-1355-x"},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Zadrozny, B., Elkan, C.: Learning and making decisions when costs and prob- abilities are both unknown. In: Proceedings of the seventh ACM SIGKDD inter- national conference on Knowledge discovery and data mining (SIGKDD 2001), San Francisco, CA, USA, pp. 204\u2013213 (2001)","DOI":"10.1145\/502512.502540"}],"container-title":["Lecture Notes in Computer Science","AI 2005: Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11589990_16.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T06:47:56Z","timestamp":1619506076000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11589990_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540304623","9783540316527"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/11589990_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}