{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T21:10:09Z","timestamp":1751663409737,"version":"3.41.0"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"S4","license":[{"start":{"date-parts":[[2018,5,29]],"date-time":"2018-05-29T00:00:00Z","timestamp":1527552000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"National High Technology Research and Develop-ment Program of China","award":["2015AA015308"],"award-info":[{"award-number":["2015AA015308"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61762025"],"award-info":[{"award-number":["61762025"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Social Undertakings and Livelihood Security Science and Technology Innovation Funds of CQ CSTC","award":["cstc2017shmsA0641"],"award-info":[{"award-number":["cstc2017shmsA0641"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s10586-018-2765-z","type":"journal-article","created":{"date-parts":[[2018,5,29]],"date-time":"2018-05-29T13:10:05Z","timestamp":1527599405000},"page":"9571-9579","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Research of the processing technology for time complex event based on LSTM"],"prefix":"10.1007","volume":"22","author":[{"given":"Qing","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiang","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongqin","family":"Tao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lili","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaolong","family":"Miao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,29]]},"reference":[{"key":"2765_CR1","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/j.is.2016.12.001","volume":"65","author":"V Efthymiou","year":"2017","unstructured":"Efthymiou, V., Papadakis, G., Papastefanatos, G., et al.: Parallel meta-blocking for scaling entity resolution over big heterogeneous data. Inf. Syst. 65, 137\u2013157 (2017)","journal-title":"Inf. Syst."},{"issue":"3","key":"2765_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2187671.2187677","volume":"44","author":"G Cugola","year":"2012","unstructured":"Cugola, G., Margara, A.: Processing flows of information: from data stream to complex event processing. ACM Comput. Surv. (CSUR) 44(3), 1\u201362 (2012)","journal-title":"ACM Comput. Surv. (CSUR)"},{"issue":"8","key":"2765_CR3","doi-asserted-by":"publisher","first-page":"1617","DOI":"10.1109\/TPAMI.2016.2608901","volume":"39","author":"X Chang","year":"2017","unstructured":"Chang, X., Yu, Y.L., Yang, Y., et al.: Semantic pooling for complex event analysis in untrimmed videos. IEEE Trans. Pattern Anal. Mach. Intell. 39(8), 1617\u20131632 (2017)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"2765_CR4","unstructured":"Chang, X., Yang, Y., Xing, E., et al.: Complex event detection using semantic saliency and nearly-isotonic SVM. In: Proceedings of the International Conference on Machine Learning. pp. 1348\u20131357 (2015)"},{"key":"2765_CR5","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1111\/j.1933-1592.2003.tb00030.x","volume":"67","author":"J Kim","year":"2003","unstructured":"Kim, J.: Blocking causal drainage and other maintenance chores with mental causation. Philos. Phenomenol. Res. 67, 151\u2013176 (2003)","journal-title":"Philos. Phenomenol. Res."},{"key":"2765_CR6","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1016\/j.future.2016.10.030","volume":"76","author":"Q Zhou","year":"2017","unstructured":"Zhou, Q., Simmhan, Y., Prasanna, V.: Knowledge-infused and consistent complex event processing over real-time and persistent streams. Future Gener. Comput. Syst. 76, 391\u2013406 (2017)","journal-title":"Future Gener. Comput. Syst."},{"key":"2765_CR7","volume-title":"Processing high-speed data streams","author":"Data Stream Management","year":"2016","unstructured":"Data Stream Management: Processing high-speed data streams. Springer, Berlin (2016)"},{"issue":"7","key":"2765_CR8","doi-asserted-by":"publisher","first-page":"2561","DOI":"10.1016\/j.jpdc.2014.01.003","volume":"74","author":"K Kambatla","year":"2014","unstructured":"Kambatla, K., Kollias, G., Kumar, V., et al.: Trends in big data analytics. J. Parallel Distrib. Comput. 74(7), 2561\u20132573 (2014)","journal-title":"J. Parallel Distrib. Comput."},{"key":"2765_CR9","doi-asserted-by":"crossref","unstructured":"Wu, E., Diao, Y., Rizvi, S.: High-performance complex event processing over streams. In: Proceedings of the 2006 ACM SIGMOD International Conference on Management of data. ACM, pp. 407\u2013418 (2006)","DOI":"10.1145\/1142473.1142520"},{"key":"2765_CR10","doi-asserted-by":"crossref","unstructured":"Zhang, H., Diao, Y., Immerman, N.: On complexity and optimization of expensive queries in complex event processing. In: Proceedings of the 2014 ACM SIGMOD International Conference on Management of data. ACM, pp. 217\u2013228 (2014)","DOI":"10.1145\/2588555.2593671"},{"key":"2765_CR11","doi-asserted-by":"crossref","unstructured":"Li, M., Mani, M., Rundensteiner, E.A., et al.: Complex event pattern detection over streams with interval-based temporal semantics. In: Proceedings of the 5th ACM International Conference on Distributed Event-based System. ACM, pp. 291\u2013302 (2011)","DOI":"10.1145\/2002259.2002297"},{"key":"2765_CR12","doi-asserted-by":"crossref","unstructured":"Sebastian B. et.al. OECEP: enriching complex event processing with domain knowledge from ontologies. In: Proceedings of the Fifth Balkan Conference in Informatics. BCI, pp. 20\u201325 (2012)","DOI":"10.1145\/2371316.2371322"},{"issue":"3","key":"2765_CR13","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1145\/2187671.2187677","volume":"44","author":"G Cugola","year":"2012","unstructured":"Cugola, G., Margara, A.: Processing flows of information: from data stream to complex event processing. ACM Comput. Surv. (CSUR) 44(3), 15 (2012)","journal-title":"ACM Comput. Surv. (CSUR)"},{"issue":"1","key":"2765_CR14","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1145\/2633684","volume":"14","author":"S Hasan","year":"2014","unstructured":"Hasan, S., Curry, E.: Approximate semantic matching of events for the internet of things. ACM Trans. Internet Technol. (TOIT) 14(1), 2 (2014)","journal-title":"ACM Trans. Internet Technol. (TOIT)"},{"issue":"7","key":"2765_CR15","doi-asserted-by":"publisher","first-page":"074001","DOI":"10.1088\/0264-9381\/32\/7\/074001","volume":"32","author":"J Aasi","year":"2015","unstructured":"Aasi, J., Abbott, B.P., Abbott, R., et al.: Advanced ligo. Class. Quantum Gravity 32(7), 074001 (2015)","journal-title":"Class. Quantum Gravity"},{"issue":"1","key":"2765_CR16","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/j.arcontrol.2004.12.002","volume":"29","author":"R Isermann","year":"2005","unstructured":"Isermann, R.: Model-based fault-detection and diagnosis\u2013status and applications. Annu. Rev. Control 29(1), 71\u201385 (2005)","journal-title":"Annu. Rev. Control"},{"issue":"4","key":"2765_CR17","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1109\/JIOT.2014.2387883","volume":"2","author":"M Ma","year":"2015","unstructured":"Ma, M., Wang, P., Chu, C.H., et al.: Efficient multipattern event processing over high-speed train data streams. IEEE Internet Things J. 2(4), 295\u2013309 (2015)","journal-title":"IEEE Internet Things J."},{"issue":"12","key":"2765_CR18","doi-asserted-by":"publisher","first-page":"2022","DOI":"10.1109\/TVCG.2013.186","volume":"19","author":"H Bosch","year":"2013","unstructured":"Bosch, H., Thom, D., Heimerl, F., et al.: Scatterblogs2: real-time monitoring of microblog messages through user-guided filtering. IEEE Trans. Vis. Comput. Graphics 19(12), 2022\u20132031 (2013)","journal-title":"IEEE Trans. Vis. Comput. Graphics"},{"key":"2765_CR19","doi-asserted-by":"crossref","unstructured":"Yi, I., Lee, J.G., Whang, K.Y.: Apam: Adaptive eager-lazy hybrid evaluation of event patterns for low latency. In: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. ACM, pp 2275\u20132280 (2016)","DOI":"10.1145\/2983323.2983680"},{"key":"2765_CR20","doi-asserted-by":"crossref","unstructured":"Brenna, L., Demers, A., Gehrke, J., et al.: Cayuga: a high-performance event processing engine. In: Proceedings of the 2007 ACM SIGMOD International Conference on Management of Data. ACM, pp 1100\u20131102 (2007)","DOI":"10.1145\/1247480.1247620"},{"issue":"11","key":"2765_CR21","first-page":"2715","volume":"25","author":"U You","year":"2014","unstructured":"You, U., Zhong-Zhi, L., Ming, X., De-Pei, Q.: Operator-based extendable complex event processing model. J. Softw. 25(11), 2715\u20132730 (2014)","journal-title":"J. Softw."},{"issue":"8","key":"2765_CR22","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-2765-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-018-2765-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-2765-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T20:39:09Z","timestamp":1751661549000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-018-2765-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,29]]},"references-count":22,"journal-issue":{"issue":"S4","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["2765"],"URL":"https:\/\/doi.org\/10.1007\/s10586-018-2765-z","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2018,5,29]]},"assertion":[{"value":"25 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 December 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 December 2017","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 May 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}