{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T05:13:48Z","timestamp":1770441228212,"version":"3.49.0"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319170909","type":"print"},{"value":"9783319170916","type":"electronic"}],"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\/978-3-319-17091-6_26","type":"book-chapter","created":{"date-parts":[[2015,4,3]],"date-time":"2015-04-03T18:16:01Z","timestamp":1428084961000},"page":"313-322","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Conformal Clustering and Its Application to Botnet Traffic"],"prefix":"10.1007","author":[{"given":"Giovanni","family":"Cherubin","sequence":"first","affiliation":[]},{"given":"Ilia","family":"Nouretdinov","sequence":"additional","affiliation":[]},{"given":"Alexander","family":"Gammerman","sequence":"additional","affiliation":[]},{"given":"Roberto","family":"Jordaney","sequence":"additional","affiliation":[]},{"given":"Zhi","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Davide","family":"Papini","sequence":"additional","affiliation":[]},{"given":"Lorenzo","family":"Cavallaro","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,4,3]]},"reference":[{"issue":"7","key":"26_CR1","doi-asserted-by":"publisher","first-page":"875","DOI":"10.1109\/TKDE.2005.114","volume":"17","author":"MG Elfeky","year":"2005","unstructured":"Elfeky, M.G., Aref, W.G., Elmagarmid, A.K.: Periodicity detection in time series databases. IEEE Transactions on Knowledge and Data Engineering 17(7), 875\u2013887 (2005)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"26_CR2","unstructured":"Enders, W.: Applied econometric time series (1995)"},{"issue":"2","key":"26_CR3","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1093\/comjnl\/bxl065","volume":"50","author":"A Gammerman","year":"2007","unstructured":"Gammerman, A., Vovk, V.: Hedging predictions in machine learning. The Computer Journal 50(2), 151\u2013163 (2007)","journal-title":"The Computer Journal"},{"key":"26_CR4","unstructured":"Laxhammar, R., Falkman, G.: Sequential conformal anomaly detection in trajectories based on hausdorff distance. In: 2011 Proceedings of the 14th International Conference on Information Fusion (FUSION), pp. 1\u20138. IEEE (2011)"},{"key":"26_CR5","doi-asserted-by":"crossref","unstructured":"Lei, J., Rinaldo, A., Wasserman, L.: A conformal prediction approach to explore functional data. Annals of Mathematics and Artificial Intelligence, pp. 1\u201315 (2013)","DOI":"10.1007\/s10472-013-9366-6"},{"issue":"2579\u20132605","key":"26_CR6","first-page":"85","volume":"9","author":"L Van der Maaten","year":"2008","unstructured":"Van der Maaten, L., Hinton, G.: Visualizing data using t-sne. Journal of Machine Learning Research 9(2579\u20132605), 85 (2008)","journal-title":"Journal of Machine Learning Research"},{"key":"26_CR7","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809071","volume-title":"Introduction to information retrieval","author":"CD Manning","year":"2008","unstructured":"Manning, C.D., Raghavan, P., Sch\u00fctze, H.: Introduction to information retrieval, vol. 1. Cambridge University Press, Cambridge (2008)"},{"key":"26_CR8","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1007\/978-3-662-44722-2_29","volume-title":"Artificial Intelligence Applications and Innovations","author":"J Smith","year":"2014","unstructured":"Smith, J., Nouretdinov, I., Craddock, R., Offer, C., Gammerman, A.: Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction. In: Iliadis, L., Maglogiannis, I., Papadopoulos, H., Sioutas, S., Makris, C. (eds.) Artificial Intelligence Applications and Innovations. IFIP AICT, vol. 437, pp. 271\u2013280. Springer, Heidelberg (2014)"},{"key":"26_CR9","doi-asserted-by":"crossref","unstructured":"Tegeler, F., Fu, X., Vigna, G., Kruegel, C.: Botfinder: Finding bots in network traffic without deep packet inspection. In: Proceedings of the 8th International Conference on Emerging Networking Experiments and Technologies, pp. 349\u2013360. ACM (2012)","DOI":"10.1145\/2413176.2413217"},{"key":"26_CR10","unstructured":"Vovk, V., Gammerman, A., Shafer, G.: Algorithmic learning in a random world. Springer (2005)"}],"container-title":["Lecture Notes in Computer Science","Statistical Learning and Data Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-17091-6_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,21]],"date-time":"2023-02-21T00:30:44Z","timestamp":1676939444000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-17091-6_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319170909","9783319170916"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-17091-6_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"3 April 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}