{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:09:17Z","timestamp":1725563357463},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642152450"},{"type":"electronic","value":"9783642152467"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15246-7_30","type":"book-chapter","created":{"date-parts":[[2010,8,24]],"date-time":"2010-08-24T02:28:27Z","timestamp":1282616907000},"page":"315-326","source":"Crossref","is-referenced-by-count":1,"title":["Time-Sensitive Feature Mining for Temporal Sequence Classification"],"prefix":"10.1007","author":[{"given":"Yong","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Longbing","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"30_CR1","doi-asserted-by":"crossref","unstructured":"Foxall, C., James, V.: Behavior Analysis of Consumer Brand Choice: A Preliminary Analysis1. The Behavioral Economics of Brand Choice, p. 54 (2007)","DOI":"10.1057\/9780230596733_3"},{"key":"30_CR2","first-page":"87","volume-title":"ICDM Workshops","author":"L. Cao","year":"2008","unstructured":"Cao, L.: Behavior informatics and analytics: Let behavior talk. In: ICDM Workshops, pp. 87\u201396. IEEE Computer Society, Los Alamitos (2008)"},{"key":"30_CR3","doi-asserted-by":"crossref","unstructured":"Lesh, N., Zaki, M.J., Ogihara, M.: Mining features for sequence classification. In: KDD 1999: Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 342\u2013346. ACM, New York (1999)","DOI":"10.1145\/312129.312275"},{"issue":"2","key":"30_CR4","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1109\/TSMC.1978.4309919","volume":"8","author":"E. Brigham","year":"1978","unstructured":"Brigham, E., Yuen, C.: The fast Fourier transform. IEEE Transactions on Systems, Man and Cybernetics\u00a08(2), 146\u2013146 (1978)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"issue":"5","key":"30_CR5","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1007\/BF02163027","volume":"14","author":"G. Golub","year":"1970","unstructured":"Golub, G., Reinsch, C.: Singular value decomposition and least squares solutions. Numerische Mathematik\u00a014(5), 403\u2013420 (1970)","journal-title":"Numerische Mathematik"},{"key":"30_CR6","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1017\/S0962492900002531","volume":"4","author":"K. Eriksson","year":"2008","unstructured":"Eriksson, K., Estep, D., Hansbo, P., Johnson, C.: Introduction to adaptive methods for differential equations. Acta numerica\u00a04, 105\u2013158 (2008)","journal-title":"Acta numerica"},{"issue":"2","key":"30_CR7","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/s10618-007-0064-z","volume":"15","author":"J. Lin","year":"2007","unstructured":"Lin, J., Keogh, E., Wei, L., Lonardi, S.: Experiencing SAX: a novel symbolic representation of time series. Data Mining and Knowledge Discovery\u00a015(2), 107\u2013144 (2007)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"30_CR8","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1145\/312129.312275","volume-title":"Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"N. Lesh","year":"1999","unstructured":"Lesh, N., Zaki, M., Ogihara, M.: Mining features for sequence classification. In: Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 342\u2013346. ACM, New York (1999)"},{"issue":"1","key":"30_CR9","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1023\/A:1007652502315","volume":"42","author":"M. Zaki","year":"2001","unstructured":"Zaki, M.: SPADE: An efficient algorithm for mining frequent sequences. Machine Learning\u00a042(1), 31\u201360 (2001)","journal-title":"Machine Learning"},{"issue":"4","key":"30_CR10","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1109\/5326.983930","volume":"31","author":"Q. Ma","year":"2001","unstructured":"Ma, Q., Wang, J., Shasha, D., Wu, C.: DNA sequence classification via an expectation maximization algorithm and neural networks: a case study. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews\u00a031(4), 468\u2013475 (2001)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews"},{"issue":"Suppl. 1","key":"30_CR11","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1186\/1471-2105-7-S1-S9","volume":"7","author":"G. R\u00e4tsch","year":"2006","unstructured":"R\u00e4tsch, G., Sonnenburg, S., Sch\u00e4fer, C.: Learning interpretable SVMs for biological sequence classification. BMC bioinformatics\u00a07(Suppl. 1), S9 (2006)","journal-title":"BMC bioinformatics"},{"key":"30_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1007\/11595014_24","volume-title":"Progress in Artificial Intelligence","author":"P. Ferreira","year":"2005","unstructured":"Ferreira, P., Azevedo, P.: Protein sequence classification through relevant sequence mining and bayes classifiers. In: Bento, C., Cardoso, A., Dias, G. (eds.) EPIA 2005. LNCS (LNAI), vol.\u00a03808, pp. 236\u2013247. Springer, Heidelberg (2005)"},{"key":"30_CR13","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1007\/978-1-59745-515-2_5","volume":"396","author":"N. Mulder","year":"2007","unstructured":"Mulder, N., Apweiler, R.: InterPro and InterProScan: tools for protein sequence classification and comparison. Methods in Molecular Biology (Clifton, NJ)\u00a0396, 59 (2007)","journal-title":"Methods in Molecular Biology (Clifton, NJ)"},{"key":"30_CR14","unstructured":"Shen, L., Satta, G., Joshi, A.: Guided learning for bidirectional sequence classification. In: Annual Meeting-Association for Computational Linguistics, vol.\u00a045, p. 760 (2007)"},{"issue":"10","key":"30_CR15","doi-asserted-by":"publisher","first-page":"1657","DOI":"10.1200\/JCO.2007.13.2779","volume":"26","author":"A. Spurdle","year":"2008","unstructured":"Spurdle, A., Lakhani, S., Healey, S., Parry, S., Da Silva, L., Brinkworth, R., Hopper, J., Brown, M., Babikyan, D., Chenevix-Trench, G., et al.: Clinical classification of BRCA1 and BRCA2 DNA sequence variants: the value of cytokeratin profiles and evolutionary analysis\u2013a report from the kConFab Investigators. Journal of Clinical Oncology\u00a026(10), 1657 (2008)","journal-title":"Journal of Clinical Oncology"},{"issue":"8","key":"30_CR16","doi-asserted-by":"publisher","first-page":"1429","DOI":"10.1093\/bioinformatics\/bti212","volume":"21","author":"V. Atalay","year":"2005","unstructured":"Atalay, V., Cetin-Atalay, R.: Implicit motif distribution based hybrid computational kernel for sequence classification. Bioinformatics\u00a021(8), 1429\u20131436 (2005)","journal-title":"Bioinformatics"},{"issue":"3","key":"30_CR17","first-page":"239","volume":"5","author":"J. Quinlan","year":"1990","unstructured":"Quinlan, J.: Learning logical definitions from relations. Machine learning\u00a05(3), 239\u2013266 (1990)","journal-title":"Machine learning"},{"key":"30_CR18","unstructured":"Uci kdd repository, http:\/\/archive.ics.uci.edu\/ml\/datasets\/Ionosphere:"},{"key":"30_CR19","volume-title":"Principal component analysis","author":"I. Jolliffe","year":"2002","unstructured":"Jolliffe, I.: Principal component analysis. Springer, Heidelberg (2002)"},{"key":"30_CR20","doi-asserted-by":"crossref","unstructured":"Gorban, A., Kgl, B., Wunsch, D., Zinovyev, A.: Principal manifolds for data visualization and dimension reduction, p. 340. Springer Publishing Company, Heidelberg (2007) (incorporated)","DOI":"10.1007\/978-3-540-73750-6"},{"key":"30_CR21","doi-asserted-by":"crossref","unstructured":"Rohlf, F.: Morphometric spaces, shape components and the effects of linear transformations. In: Advances in morphometrics, pp. 117\u2013129 (1996)","DOI":"10.1007\/978-1-4757-9083-2_11"},{"issue":"11","key":"30_CR22","doi-asserted-by":"publisher","first-page":"3608","DOI":"10.1109\/TIP.2006.881945","volume":"15","author":"D. Cai","year":"2006","unstructured":"Cai, D., He, X., Han, J., Zhang, H.: Orthogonal laplacianfaces for face recognition. IEEE Transactions on Image Processing\u00a015(11), 3608\u20133614 (2006)","journal-title":"IEEE Transactions on Image Processing"},{"key":"30_CR23","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1145\/347090.347153","volume-title":"Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"E. Keogh","year":"2000","unstructured":"Keogh, E., Pazzani, M.: Scaling up dynamic time warping for datamining applications. In: Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 285\u2013289. ACM, New York (2000)"}],"container-title":["Lecture Notes in Computer Science","PRICAI 2010: Trends in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15246-7_30.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T03:03:33Z","timestamp":1606187013000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15246-7_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642152450","9783642152467"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15246-7_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}