{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,26]],"date-time":"2026-10-26T15:08:47Z","timestamp":1793027327303,"version":"4.5.0"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642310867","type":"print"},{"value":"9783642310874","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31087-4_44","type":"book-chapter","created":{"date-parts":[[2012,6,29]],"date-time":"2012-06-29T11:54:10Z","timestamp":1340970850000},"page":"417-426","source":"Crossref","is-referenced-by-count":7,"title":["G-SteX: Greedy Stem Extension for Free-Length Constrained Motif Discovery"],"prefix":"10.1007","author":[{"given":"Yasser","family":"Mohammad","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yoshimasa","family":"Ohmoto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Toyoaki","family":"Nishida","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"44_CR1","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1007\/11871637_44","volume-title":"Knowledge Discovery in Databases: PKDD 2006","author":"J. Catalano","year":"2006","unstructured":"Catalano, J., Armstrong, T., Oates, T.: Discovering Patterns in Real-Valued Time Series. In: F\u00fcrnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), vol.\u00a04213, pp. 462\u2013469. Springer, Heidelberg (2006)"},{"key":"44_CR2","doi-asserted-by":"crossref","unstructured":"Chiu, B., Keogh, E., Lonardi, S.: Probabilistic discovery of time series motifs. In: KDD 2003, pp. 493\u2013498 (2003)","DOI":"10.1145\/956750.956808"},{"key":"44_CR3","unstructured":"CPMD Toolbox, http:\/\/www.ii.ist.i.kyoto-u.ac.jp\/~yasser\/cpmd\/cpmd.html"},{"issue":"1","key":"44_CR4","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1093\/bioinformatics\/bti745","volume":"22","author":"K.L. Jensen","year":"2006","unstructured":"Jensen, K.L., Styczynxki, M.P., Rigoutsos, I., Stephanopoulos, G.N.: A generic motif discovery algorithm for sequenctial data. BioInformatics\u00a022(1), 21\u201328 (2006)","journal-title":"BioInformatics"},{"key":"44_CR5","unstructured":"Keogh, E., Lin, J., Fu, A.: Hot sax: efficiently finding the most unusual time series subsequence. In: ICDM, p. 8 (November 2005)"},{"key":"44_CR6","doi-asserted-by":"crossref","unstructured":"Li, Y., Lin, J.: Approximate variable-length time series motif discovery using grammar inference. In: Proceedings of the Tenth International Workshop on Multimedia Data Mining, p. 10. ACM (2010)","DOI":"10.1145\/1814245.1814255"},{"key":"44_CR7","unstructured":"Lin, J., Keogh, E., Lonardi, S., Patel, P.: Finding motifs in time series. In: The 2nd Workshop on Temporal Data Mining, at the 8th ACM SIGKDD International, pp. 53\u201368 (2002)"},{"issue":"2","key":"44_CR8","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":"44_CR9","doi-asserted-by":"crossref","unstructured":"Minnen, D., Essa, I., Isbell, C.L., Starner, T.: Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery. In: ICDM (2007)","DOI":"10.1109\/ICDM.2007.52"},{"key":"44_CR10","unstructured":"Minnen, D., Starner, T., Essa, I., Isbell, C.: Improving activity discovery with automatic neighborhood estimation. In: Int. Joint Conf. on Artificial Intelligence (2007)"},{"key":"44_CR11","doi-asserted-by":"crossref","unstructured":"Miwa, H., Itoh, K., Matsumoto, M., Zecca, M., Takanobu, H., Rocella, S., Carrozza, M., Dario, P., Takanishi, A.: Effective emotional expressions with expression humanoid robot we-4rii: integration of humanoid robot hand rch-1. In: IROS 2004, vol.\u00a03, pp. 2203\u20132208 (2004)","DOI":"10.1109\/IROS.2004.1389736"},{"key":"44_CR12","doi-asserted-by":"crossref","unstructured":"Mohammad, Y., Nishida, T.: Learning interaction protocols using augmented baysian networks applied to guided navigation. In: IROS 2010, pp. 4119\u20134126 (2010)","DOI":"10.1109\/IROS.2010.5651719"},{"issue":"4","key":"44_CR13","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1007\/s00354-009-0068-x","volume":"27","author":"Y. Mohammad","year":"2009","unstructured":"Mohammad, Y., Nishida, T.: Constrained motif discovery in time series. New Generation Computing\u00a027(4), 319\u2013346 (2009)","journal-title":"New Generation Computing"},{"key":"44_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1007\/978-3-642-02568-6_13","volume-title":"Next-Generation Applied Intelligence","author":"Y. Mohammad","year":"2009","unstructured":"Mohammad, Y., Nishida, T.: Robust Singular Spectrum Transform. In: Chien, B.-C., Hong, T.-P., Chen, S.-M., Ali, M. (eds.) IEA\/AIE 2009. LNCS, vol.\u00a05579, pp. 123\u2013132. Springer, Heidelberg (2009)"},{"key":"44_CR15","doi-asserted-by":"crossref","unstructured":"Mohammad, Y., Nishida, T.: On comparing SSA-based change point discovery algorithms. In: 2011 IEEE\/SICE International Symposium on System Integration (2011) (to appear)","DOI":"10.1109\/SII.2011.6147575"},{"key":"44_CR16","doi-asserted-by":"crossref","unstructured":"Mohammad, Y., Nishida, T., Okada, S.: Unsupervised simultaneous learning of gestures, actions and their associations for human-robot interaction. In: Proceedings of the 2009 IEEE IROS, pp. 2537\u20132544 (2009)","DOI":"10.1109\/IROS.2009.5353987"},{"key":"44_CR17","doi-asserted-by":"crossref","unstructured":"Mueen, A., Keogh, E., Zhu, Q., Cash, S.: Exact discovery of time series motifs. In: Proc. of 2009 SIAM (2009)","DOI":"10.1137\/1.9781611972795.41"},{"issue":"1","key":"44_CR18","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1613\/jair.374","volume":"7","author":"C.G. Nevill-Manning","year":"1997","unstructured":"Nevill-Manning, C.G., Witten, I.H.: Identifying Hierarchical Structure in Sequences: A linear-time algorithm. Journal of Artificial Intelligence Research\u00a07(1), 67\u201382 (1997)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"44_CR19","doi-asserted-by":"crossref","unstructured":"Nunthanid, P., Niennattrakul, V., Ratanamahatana, C.: Discovery of variable length time series motif. In: ECTI-CON 2011, pp. 472\u2013475 (2011)","DOI":"10.1109\/ECTICON.2011.5947877"},{"key":"44_CR20","doi-asserted-by":"crossref","unstructured":"Oates, T.: PERUSE: An unsupervised algorithm for finding recurring patterns in time series. In: ICDM, pp. 330\u2013337 (2002)","DOI":"10.1109\/ICDM.2002.1183920"},{"issue":"7","key":"44_CR21","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1016\/j.knosys.2008.03.022","volume":"21","author":"H. Tang","year":"2008","unstructured":"Tang, H., Liao, S.S.: Discovering original motifs with different lengths from time series. Know.-Based Syst.\u00a021(7), 666\u2013671 (2008)","journal-title":"Know.-Based Syst."}],"container-title":["Lecture Notes in Computer Science","Advanced Research in Applied Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31087-4_44.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,2]],"date-time":"2025-04-02T22:57:09Z","timestamp":1743634629000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31087-4_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642310867","9783642310874"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31087-4_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012]]}}}