{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T03:42:53Z","timestamp":1742960573188,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319210230"},{"type":"electronic","value":"9783319210247"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-21024-7_16","type":"book-chapter","created":{"date-parts":[[2015,6,30]],"date-time":"2015-06-30T13:17:17Z","timestamp":1435670237000},"page":"232-247","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Aggregation-Aware Compression of Probabilistic Streaming Time Series"],"prefix":"10.1007","author":[{"given":"Reza","family":"Akbarinia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florent","family":"Masseglia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,7,1]]},"reference":[{"key":"16_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1007\/978-3-642-40988-2_32","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"R Akbarinia","year":"2013","unstructured":"Akbarinia, R., Masseglia, F.: Fast and exact mining of probabilistic data streams. In: Blockeel, H., Kersting, K., Nijssen, S., \u017delezn\u00fd, F. (eds.) ECML PKDD 2013, Part I. LNCS, vol. 8188, pp. 493\u2013508. Springer, Heidelberg (2013)"},{"issue":"4","key":"16_CR2","doi-asserted-by":"publisher","first-page":"764","DOI":"10.1109\/TKDE.2012.62","volume":"25","author":"R Akbarinia","year":"2013","unstructured":"Akbarinia, R., Valduriez, P., Verger, G.: Efficient evaluation of sum queries over probabilistic data. IEEE Trans. Knowl. Data Eng. 25(4), 764\u2013775 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"16_CR3","doi-asserted-by":"crossref","unstructured":"Bernecker, T., Kriegel, H.P., Renz, M., Verhein, F., Zuefle, A.: Probabilistic frequent itemset mining in uncertain databases. In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2009, pp. 119\u2013128. ACM (2009)","DOI":"10.1145\/1557019.1557039"},{"issue":"1","key":"16_CR4","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1007\/s00778-006-0033-y","volume":"16","author":"D Burdick","year":"2007","unstructured":"Burdick, D., Deshpande, P.M., Jayram, T.S., Ramakrishnan, R., Vaithyanathan, S.: OLAP over uncertain and imprecise data. VLDB J. 16(1), 123\u2013144 (2007)","journal-title":"VLDB J."},{"key":"16_CR5","doi-asserted-by":"crossref","unstructured":"Chen, Y., Dong, G., Han, J., Wah, B.W., Wang, J.: Multi-dimensional regression analysis of time-series data streams. In: Proceedings of the 28th International Conference on Very Large Data Bases, VLDB 2002, pp. 323\u2013334. VLDB Endowment (2002)","DOI":"10.1016\/B978-155860869-6\/50036-6"},{"key":"16_CR6","doi-asserted-by":"crossref","unstructured":"Cormode, G., Garofalakis, M.: Sketching probabilistic data streams. In: Proceedings of the 2007 ACM SIGMOD International Conference on Management of Data, SIGMOD 2007, pp. 281\u2013292 (2007)","DOI":"10.1145\/1247480.1247513"},{"issue":"8","key":"16_CR7","doi-asserted-by":"publisher","first-page":"1142","DOI":"10.1109\/TKDE.2010.66","volume":"22","author":"G Cormode","year":"2010","unstructured":"Cormode, G., Garofalakis, M.: Histograms and wavelets on probabilistic data. IEEE Trans. Knowl. Data Eng. 22(8), 1142\u20131157 (2010)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"4","key":"16_CR8","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/s00778-006-0004-3","volume":"16","author":"N Dalvi","year":"2007","unstructured":"Dalvi, N., Suciu, D.: Efficient query evaluation on probabilistic databases. VLDB J. 16(4), 523\u2013544 (2007)","journal-title":"VLDB J."},{"key":"16_CR9","unstructured":"Hey, A.J.G., Tansley, S., Tolle, K.M. (eds.): The fourth paradigm: data-intensive scientific discovery, Microsoft Research, Redmond, Washington (2009)"},{"issue":"4","key":"16_CR10","doi-asserted-by":"publisher","first-page":"26:1","DOI":"10.1145\/1412331.1412338","volume":"33","author":"TS Jayram","year":"2008","unstructured":"Jayram, T.S., McGregor, A., Muthukrishnan, S., Vee, E.: Estimating statistical aggregates on probabilistic data streams. ACM Trans. Database Syst. 33(4), 26:1\u201326:30 (2008)","journal-title":"ACM Trans. Database Syst."},{"key":"16_CR11","doi-asserted-by":"crossref","unstructured":"Kanagal, B., Deshpande, A.: Efficient query evaluation over temporally correlated probabilistic streams. In: Proceedings of the 2009 IEEE International Conference on Data Engineering, ICDE 2009, pp. 1315\u20131318 (2009)","DOI":"10.1109\/ICDE.2009.229"},{"issue":"5","key":"16_CR12","first-page":"47","volume":"7","author":"G Rempala","year":"2002","unstructured":"Rempala, G., Wesolowski, J.: Asymptotics for products of sums and u-statistics. Electron. Commun. Probab. 7(5), 47\u201354 (2002)","journal-title":"Electron. Commun. Probab."},{"issue":"1","key":"16_CR13","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1145\/1044731.1044734","volume":"52","author":"R Ross","year":"2005","unstructured":"Ross, R., Subrahmanian, V.S., Grant, J.: Aggregate operators in probabilistic databases. J. ACM 52(1), 54\u2013101 (2005)","journal-title":"J. ACM"},{"key":"16_CR14","doi-asserted-by":"crossref","unstructured":"Sathe, S., Jeung, H., Aberer, K.: Creating probabilistic databases from imprecise time-series data. In: Proceedings of the 2011 IEEE 27th International Conference on Data Engineering. ICDE 2011, pp. 327\u2013338 (2011)","DOI":"10.1109\/ICDE.2011.5767838"},{"key":"16_CR15","doi-asserted-by":"crossref","unstructured":"Zhao, Y., Aggarwal, C., Yu, P.: On wavelet decomposition of uncertain time series data sets. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management, CIKM 2010, pp. 129\u2013138 (2010)","DOI":"10.1145\/1871437.1871458"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Data Mining in Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-21024-7_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,20]],"date-time":"2023-01-20T15:29:14Z","timestamp":1674228554000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-21024-7_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319210230","9783319210247"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-21024-7_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"1 July 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}