{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T12:34:51Z","timestamp":1725798891418},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319100845"},{"type":"electronic","value":"9783319100852"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10085-2_10","type":"book-chapter","created":{"date-parts":[[2014,8,19]],"date-time":"2014-08-19T23:14:54Z","timestamp":1408490094000},"page":"116-130","source":"Crossref","is-referenced-by-count":0,"title":["A Probabilistic Approach to Detect Local Dependencies in Streams"],"prefix":"10.1007","author":[{"given":"Qiyang","family":"Duan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"MingXi","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","unstructured":"Transaction Processing Performance Council, TPC-C and TPC-H Benchmark, Online Document, \n                    \n                      http:\/\/www.tpc.org\/tpcc\/"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Aggarwal, Yu: Finding generalized projected clusters in high dimensional spaces. ACM SIGMOD Record\u00a029 (2000)","DOI":"10.1145\/335191.335383"},{"key":"10_CR3","unstructured":"Bishop, C.M., Nasrabadi, N.M.: Pattern recognition and machine learning. J. Electronic Imaging, 78, 4, 14, 90, 111, 435 (2007)"},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Bouchachia, A., Vanaret, C.: Incremental learning based on growing gaussian mixture models. In: 10th International Conference on Machine Learning and Applications (2011)","DOI":"10.1109\/ICMLA.2011.79"},{"key":"10_CR5","unstructured":"Cha, S.-H.: Comprehensive survey on distance similarity measures between probability density functions. International Journal of Mathematical Models And Methods In Applied Sciences\u00a01, 300 (2007)"},{"key":"10_CR6","unstructured":"Duan, Q.: Stream data for experiments. Online Data, \n                    \n                      https:\/\/www.dropbox.com\/s\/vuvnhl6n6mxompt\/stream_data.zip"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Embrechts, P., McNeil, A., Straumann, D.: Correlation and dependence in risk management: properties and pitfalls. In: Risk Management: Value at Risk and Beyond, pp. 176\u2013223 (2002)","DOI":"10.1017\/CBO9780511615337.008"},{"key":"10_CR8","unstructured":"Guo, Z., Jiang, G., Chen, H., Yoshihira, K.: Tracking probabilistic correlation of monitoring data for fault detection in complex systems. In: DSN, pp. 259\u2013268. IEEE Computer Society (2006)"},{"key":"10_CR9","unstructured":"Hrdle, W., Simar, L.: Applied multivariate statistical analysis. Springer (2007)"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Jiang, T., Cai Feng, Y., Zhang, B., Sheng Cao, Z., Fu, G., Shi, J.: Monitoring correlative financial data streams by local pattern similarity. Journal of Zhejiang University SCIENCE (2009)","DOI":"10.1631\/jzus.A0820445"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Kavulya, S.P., Daniels, S., Joshi, K., Hiltunen, M., Gandhi, R., Narasimhan, P.: Draco: Statistical diagnosis of chronic problems in large distributed systems. In: 2012 42nd Annual IEEE\/IFIP International Conference on Dependable Systems and Networks (DSN), pp. 1\u201312. IEEE (2012)","DOI":"10.1109\/DSN.2012.6263927"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Lakhina, A., Crovella, M., Diot, C.: Diagnosing network-wide traffic anomalies. In: SIGCOMM (2004)","DOI":"10.1145\/1015467.1015492"},{"issue":"11","key":"10_CR13","doi-asserted-by":"publisher","first-page":"1857","DOI":"10.1016\/j.patcog.2005.01.025","volume":"38","author":"T.W. Liao","year":"2005","unstructured":"Liao, T.W.: Clustering of time series data: A survey. Pattern Recognition\u00a038(11), 1857\u20131874 (2005)","journal-title":"Pattern Recognition"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Oliner, A.J., Aiken, A.: Online detection of multi-component interactions in production systems, pp. 49\u201360. IEEE (2011)","DOI":"10.1109\/DSN.2011.5958206"},{"key":"10_CR15","unstructured":"Papadimitriou, S., Sun, J., Faloutsos, C.: Streaming pattern discovery in multiple time-series. In: B\u00f6hm, K., Jensen, C.S., Haas, L.M., Kersten, M.L., Larson, P.-\u00c5., Ooi, B.C. (eds.) VLDB, pp. 697\u2013708. ACM (2005)"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Papadimitriou, S., Sun, J., Yu, P.S.: Local correlation tracking in time series. In: ICDM, pp. 456\u2013465. IEEE Computer Society (2006)","DOI":"10.1109\/ICDM.2006.99"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Sakurai, Y., Papadimitriou, S., Faloutsos, C.: BRAID: Stream mining through group lag correlations. In: \u00d6zcan, F. (ed.) SIGMOD Conference, pp. 599\u2013610. ACM (2005)","DOI":"10.1145\/1066157.1066226"},{"key":"10_CR18","unstructured":"Sung, H.G.: Gaussian mixture regression and classification. PhD Thesis, Rice University, Houston, Texas (2004)"},{"key":"10_CR19","doi-asserted-by":"crossref","unstructured":"Wang, C., Viswanathan, K., Choudur, L., Talwar, V., Satterfield, W., Schwan, K.: Statistical techniques for online anomaly detection in data centers. In: 2011 IFIP\/IEEE International Symposium on Integrated Network Management (IM), pp. 385\u2013392. IEEE (2011)","DOI":"10.1109\/INM.2011.5990537"},{"issue":"1","key":"10_CR20","first-page":"69","volume":"23","author":"G. Widmer","year":"1996","unstructured":"Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Machine Learning\u00a023(1), 69\u2013101 (1996)","journal-title":"Machine Learning"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"Zhu, Y., Shasha, D.: Statstream: Statistical monitoring of thousands of data streams in real time. In: VLDB, pp. 358\u2013369. Morgan Kaufmann (2002)","DOI":"10.1016\/B978-155860869-6\/50039-1"}],"container-title":["Lecture Notes in Computer Science","Database and Expert Systems Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10085-2_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T12:57:29Z","timestamp":1558961849000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10085-2_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319100845","9783319100852"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10085-2_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}