{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T23:40:06Z","timestamp":1747870806631,"version":"3.41.0"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319168678"},{"type":"electronic","value":"9783319168685"}],"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\/978-3-319-16868-5_5","type":"book-chapter","created":{"date-parts":[[2015,4,6]],"date-time":"2015-04-06T11:57:20Z","timestamp":1428321440000},"page":"51-60","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A Novel Approach for Network Traffic Summarization"],"prefix":"10.1007","author":[{"given":"Mohiuddin","family":"Ahmed","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdun Naser","family":"Mahmood","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael J.","family":"Maher","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,4,7]]},"reference":[{"key":"5_CR1","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1016\/j.jnca.2013.02.021","volume":"37","author":"D Hoplaros","year":"2014","unstructured":"Hoplaros, D., Tari, Z., Khalil, I.: Data summarization for network traffic monitoring. J. Netw. Comput. Appl. 37, 194\u2013205 (2014)","journal-title":"J. Netw. Comput. Appl."},{"issue":"2","key":"5_CR2","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.jnca.2004.01.006","volume":"28","author":"X Wang","year":"2005","unstructured":"Wang, X., Abraham, A., Smith, K.A.: Intelligent web traffic mining and analysis. J. Netw. Compu. Appl. 28(2), 147\u2013165 (2005)","journal-title":"J. Netw. Compu. Appl."},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Keys, K., Moore, D., Estan, C.: A robust system for accurate real-time summaries of internet traffic. In: Proceedings of the 2005 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS 2005, pp. 85\u201396. ACM, New York (2005)","DOI":"10.1145\/1064212.1064223"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Mahmood, A., Leckie, C., Udaya, P.: A scalable sampling scheme for clustering in network traffic analysis. In: Proceedings of the 2nd International Conference on Scalable Information Systems, InfoScale 2007, pp. 38:1\u201338 (2007)","DOI":"10.4108\/infoscale.2007.930"},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Ahmed M., Naser, A.: Clustering based saemantic data summarization technique: a new approach. In: Accepted to appear in 9th IEEE Conference on Industrial Electronics and Applications (ICIEA), China (2014)","DOI":"10.1109\/ICIEA.2014.6931456"},{"key":"5_CR6","unstructured":"MacQueen, J.B.: Some methods for classification and analysis of multivariate observations. In: Cam, L.M.L., Neyman, J. (eds.) Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, vol. 1, pp. 281\u2013297. University of California Press (1967)"},{"issue":"3","key":"5_CR7","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/s10115-006-0039-1","volume":"12","author":"V Chandola","year":"2007","unstructured":"Chandola, V., Kumar, V.: Summarization - compressing data into an informative representation. Knowl. Inf. Syst. 12(3), 355\u2013378 (2007)","journal-title":"Knowl. Inf. Syst."},{"key":"5_CR8","unstructured":"Wendel, P., Ghanem, M., Guo, Y.: Scalable clustering on the data grid. In: 5th IEEE International Symposium Cluster Computing and the Grid (CCGrid) (2005)"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"More P., Hall, L.: Scalable clustering: a distributed approach. In: Proceedings of the 2004 IEEE International Conference on Fuzzy Systems, vol. 1, pp. 143\u2013148 ( 2004)","DOI":"10.1109\/FUZZY.2004.1375705"},{"key":"5_CR10","unstructured":"Kendall, K.: A database of computer attacks for the evaluation of intrusion detection systems. In: Proceedings of DARPA Information Survivality Conference and Eexposition (DISCEX), DARPA Off-line Intrusion Detection Evaluation, pp. 12\u201326 (1999)"},{"key":"5_CR11","unstructured":"1999 kdd cup dataset. http:\/\/www.kdd.ics.uci.edu"},{"key":"5_CR12","unstructured":"Leung, K., Leckie, C.: Unsupervised anomaly detection in network intrusion detection using clusters. In: Proceedings of the Twenty-Eighth Australasian Conference on Computer Science, ACSC 2005, vol. 38, pp. 333\u2013342. Australian Computer Society Inc., Darlinghurst (2005)"},{"issue":"4","key":"5_CR13","doi-asserted-by":"publisher","first-page":"549","DOI":"10.1007\/s10044-011-0255-5","volume":"16","author":"K Shafi","year":"2013","unstructured":"Shafi, K., Abbass, H.: Evaluation of an adaptive genetic-based signature extraction system for network intrusion detection. Pattern Anal. Appl. 16(4), 549\u2013566 (2013)","journal-title":"Pattern Anal. Appl."},{"key":"5_CR14","unstructured":"The Fully Labelled TCP dataset. http:\/\/seit.unsw.adfa.edu.au\/staff\/sites\/kshafi\/Datasets"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Scalable Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-16868-5_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T23:03:13Z","timestamp":1747868593000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-16868-5_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319168678","9783319168685"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-16868-5_5","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"7 April 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}