{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T11:33:07Z","timestamp":1744198387048,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030209476"},{"type":"electronic","value":"9783030209483"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-20948-3_7","type":"book-chapter","created":{"date-parts":[[2019,5,23]],"date-time":"2019-05-23T05:28:16Z","timestamp":1558589296000},"page":"73-82","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Detecting Anomalous Behavior Towards Predictive Maintenance"],"prefix":"10.1007","author":[{"given":"Athanasios","family":"Naskos","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anastasios","family":"Gounaris","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ifigeneia","family":"Metaxa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"K\u00f6chling","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,14]]},"reference":[{"key":"7_CR1","first-page":"1","volume":"6","author":"Y Lu","year":"2017","unstructured":"Lu, Y.: Industry 4.0: a survey on technologies, applications and open research issues. J. Ind. Inf. Integr. 6, 1\u201310 (2017)","journal-title":"J. Ind. Inf. Integr."},{"key":"7_CR2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6396-2","volume-title":"Outlier Analysis","author":"CC Aggarwal","year":"2013","unstructured":"Aggarwal, C.C.: Outlier Analysis. Springer, New York (2013). https:\/\/doi.org\/10.1007\/978-1-4614-6396-2"},{"key":"7_CR3","doi-asserted-by":"crossref","unstructured":"Angiulli, F., Fassetti, F.: Detecting distance-based outliers in streams of data. In: CIKM, pp. 811\u2013820 (2007)","DOI":"10.1145\/1321440.1321552"},{"key":"7_CR4","doi-asserted-by":"crossref","unstructured":"Cao, L., Wang, J., Rundensteiner, E.A.: Sharing-aware outlier analytics over high-volume data streams. In: Proceedings of SIGMOD, pp. 527\u2013540 (2016)","DOI":"10.1145\/2882903.2882920"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Cao, L., Yang, D., Wang, Q., Yu, Y., Wang, J., Rundensteiner, E.A.: Scalable distance-based outlier detection over high-volume data streams. In: ICDE, pp. 76\u201387 (2014)","DOI":"10.1109\/ICDE.2014.6816641"},{"issue":"1","key":"7_CR6","first-page":"100","volume":"28","author":"JA Hartigan","year":"1979","unstructured":"Hartigan, J.A., Wong, M.A.: Algorithm as 136: a k-means clustering algorithm. J. Roy. Stat. Soc. Ser. C (Appl. Stat.) 28(1), 100\u2013108 (1979)","journal-title":"J. Roy. Stat. Soc. Ser. C (Appl. Stat.)"},{"issue":"3\u20134","key":"7_CR7","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1007\/s007780050006","volume":"8","author":"E Knorr","year":"2000","unstructured":"Knorr, E., Ng, R., Tucakov, V.: Distance-based outliers: algorithms and applications. VLDB J. 8(3\u20134), 237\u2013253 (2000)","journal-title":"VLDB J."},{"key":"7_CR8","volume-title":"Self-organizing Maps","author":"T Kohonen","year":"2012","unstructured":"Kohonen, T.: Self-organizing Maps, vol. 30. Springer, Heidelberg (2012)"},{"key":"7_CR9","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.is.2015.07.006","volume":"55","author":"M Kontaki","year":"2016","unstructured":"Kontaki, M., Gounaris, A., Papadopoulos, A.N., Tsichlas, K., Manolopoulos, Y.: Efficient and flexible algorithms for monitoring distance-based outliers over data streams. Inf. Syst. 55, 37\u201353 (2016)","journal-title":"Inf. Syst."},{"key":"7_CR10","doi-asserted-by":"crossref","unstructured":"Korvesis, P., Besseau, S., Vazirgiannis, M.: Predictive maintenance in aviation: failure prediction from post flight reports. In: 2018 IEEE 34th International Conference on Data Engineering (ICDE), pp. 1414\u20131422. IEEE (2018)","DOI":"10.1109\/ICDE.2018.00160"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Sipos, R., Fradkin, D., Moerchen, F., Wang, Z.: Log-based predictive maintenance. In: Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1867\u20131876. ACM (2014)","DOI":"10.1145\/2623330.2623340"},{"issue":"12","key":"7_CR12","first-page":"1089","volume":"9","author":"L Tran","year":"2016","unstructured":"Tran, L., Fan, L., Shahabi, C.: Distance-based outlier detection in data streams. PVLDB 9(12), 1089\u20131100 (2016)","journal-title":"PVLDB"},{"issue":"1","key":"7_CR13","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1147\/JRD.2017.2648298","volume":"61","author":"J Wang","year":"2017","unstructured":"Wang, J., Li, C., Han, S., Sarkar, S., Zhou, X.: Predictive maintenance based on event-log analysis: a case study. IBM J. Res. Dev. 61(1), 11\u2013121 (2017)","journal-title":"IBM J. Res. Dev."}],"container-title":["Lecture Notes in Business Information Processing","Advanced Information Systems Engineering Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-20948-3_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,23]],"date-time":"2024-05-23T00:03:52Z","timestamp":1716422632000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-20948-3_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030209476","9783030209483"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-20948-3_7","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"14 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CAiSE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Information Systems Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rome","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"caise2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.caise19.it\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}