{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T18:06:43Z","timestamp":1725732403027},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642387081"},{"type":"electronic","value":"9783642387098"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-40988-2_23","type":"book-chapter","created":{"date-parts":[[2013,8,28]],"date-time":"2013-08-28T06:56:40Z","timestamp":1377673000000},"page":"353-368","source":"Crossref","is-referenced-by-count":7,"title":["Itemset Based Sequence Classification"],"prefix":"10.1007","author":[{"given":"Cheng","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Boris","family":"Cule","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bart","family":"Goethals","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"23_CR1","unstructured":"Agrawal, R., Srikant, R.: Fast algorithms for mining association rules. In: VLDB 1994, pp. 487\u2013499. Morgan Kaufmann Publishers (1994)"},{"key":"23_CR2","doi-asserted-by":"crossref","unstructured":"Agrawal, R., Srikant, R.: Mining sequential patterns. In: ICDE 1995, pp. 3\u201314 (1995)","DOI":"10.1109\/ICDE.1995.380415"},{"key":"23_CR3","doi-asserted-by":"crossref","unstructured":"Ayres, J., Flannick, J., Gehrke, J., Yiu, T.: Sequential pattern mining using a bitmap representation. In: KDD 2002, pp. 429\u2013435. ACM (2002)","DOI":"10.1145\/775047.775109"},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Cule, B., Goethals, B., Robardet, C.: A new constraint for mining sets in sequences. In: SDM 2009, pp. 317\u2013328 (2009)","DOI":"10.1137\/1.9781611972795.28"},{"issue":"1","key":"23_CR5","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.jbi.2007.05.004","volume":"41","author":"T.P. Exarchos","year":"2008","unstructured":"Exarchos, T.P., Papaloukas, C., Lampros, C., Fotiadis, D.I.: Mining sequential patterns for protein fold recognition. Journal of Biomedical Informatics\u00a041(1), 165\u2013179 (2008)","journal-title":"Journal of Biomedical Informatics"},{"issue":"3","key":"23_CR6","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1016\/j.datak.2008.05.007","volume":"66","author":"T.P. Exarchos","year":"2008","unstructured":"Exarchos, T.P., Tsipouras, M.G., Papaloukas, C., Fotiadis, D.I.: A two-stage methodology for sequence classification based on sequential pattern mining and optimization. Data & Knowledge Engineering\u00a066(3), 467\u2013487 (2008)","journal-title":"Data & Knowledge Engineering"},{"key":"23_CR7","unstructured":"Han, J., Kamber, M., Pei, J.: Data mining: concepts and techniques, 3rd edn. Morgan Kaufmann (2011)"},{"issue":"2","key":"23_CR8","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/5254.850827","volume":"15","author":"N. Lesh","year":"2000","unstructured":"Lesh, N., Zaki, M.J., Ogihara, M.: Scalable feature mining for sequential data. IEEE Intelligent Systems\u00a015(2), 48\u201356 (2000)","journal-title":"IEEE Intelligent Systems"},{"key":"23_CR9","unstructured":"Li, W., Han, J., Pei, J.: Cmar: Accurate and efficient classification based on multiple class-association rules. In: ICDM 2001, pp. 369\u2013376. IEEE Computer Society (2001)"},{"key":"23_CR10","unstructured":"Liu, B., Hsu, W., Ma, Y.: Integrating classification and association rule mining. In: KDD 1998, pp. 80\u201386 (1998)"},{"issue":"11","key":"23_CR11","doi-asserted-by":"publisher","first-page":"1424","DOI":"10.1109\/TKDE.2004.77","volume":"16","author":"J. Pei","year":"2004","unstructured":"Pei, J., Han, J., Mortazavi-Asl, B., Wang, J., Pinto, H., Chen, Q., Dayal, U., Hsu, M.C.: Mining sequential patterns by pattern-growth: The prefixspan approach. IEEE Transactions on Knowledge and Data Engineering\u00a016(11), 1424\u20131440 (2004)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"23_CR12","series-title":"Lecture Notes in Computer Science","first-page":"3","volume-title":"Advances in Database Technology EDBT \u201996","author":"R. Srikant","year":"1996","unstructured":"Srikant, R., Agrawal, R.: Mining sequential patterns: Generalizations and performance improvements. In: Apers, P.M.G., Bouzeghoub, M., Gardarin, G. (eds.) EDBT 1996. LNCS, vol.\u00a01057, pp. 3\u201317. Springer, Heidelberg (1996)"},{"issue":"5","key":"23_CR13","doi-asserted-by":"publisher","first-page":"9524","DOI":"10.1016\/j.eswa.2008.10.077","volume":"36","author":"V.S. Tseng","year":"2009","unstructured":"Tseng, V.S., Lee, C.H.: Effective temporal data classification by integrating sequential pattern mining and probabilistic induction. Expert Systems with Applications\u00a036(5), 9524\u20139532 (2009)","journal-title":"Expert Systems with Applications"},{"key":"23_CR14","doi-asserted-by":"crossref","first-page":"596","DOI":"10.1137\/1.9781611972757.68","volume-title":"Proceedings of the 2005 SIAM International Conference on Data Mining","author":"Vincent S. M. Tseng","year":"2005","unstructured":"Tseng, V.S.M., Lee, C.H.: Cbs: A new classification method by using sequential patterns. In: SDM 2005, pp. 596\u2013600 (2005)"},{"key":"23_CR15","first-page":"331","volume-title":"Proceedings of the 2003 SIAM International Conference on Data Mining","author":"Xiaoxin Yin","year":"2003","unstructured":"Yin, X., Han, J.: Cpar: Classification based on predictive association rules. In: SDM 2003, pp. 331\u2013335 (2003)"},{"issue":"1-2","key":"23_CR16","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1023\/A:1007652502315","volume":"42","author":"M.J. Zaki","year":"2001","unstructured":"Zaki, M.J.: Spade: An efficient algorithm for mining frequent sequences. Machine Learning\u00a042(1-2), 31\u201360 (2001)","journal-title":"Machine Learning"},{"key":"23_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"648","DOI":"10.1007\/978-3-642-04174-7_42","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"Y. Zhao","year":"2009","unstructured":"Zhao, Y., Zhang, H., Wu, S., Pei, J., Cao, L., Zhang, C., Bohlscheid, H.: Debt detection in social security by sequence classification using both positive and negative patterns. In: Buntine, W., Grobelnik, M., Mladeni\u0107, D., Shawe-Taylor, J. (eds.) ECML PKDD 2009, Part II. LNCS, vol.\u00a05782, pp. 648\u2013663. Springer, Heidelberg (2009)"}],"container-title":["Lecture Notes in Computer Science","Advanced Information Systems Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-40988-2_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,22]],"date-time":"2019-07-22T05:21:30Z","timestamp":1563772890000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-40988-2_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642387081","9783642387098"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-40988-2_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}