{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T16:52:33Z","timestamp":1770742353911,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,23]],"date-time":"2022-09-23T00:00:00Z","timestamp":1663891200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,9,23]]},"DOI":"10.1145\/3573942.3573979","type":"proceedings-article","created":{"date-parts":[[2023,5,16]],"date-time":"2023-05-16T23:45:42Z","timestamp":1684280742000},"page":"982-987","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["A Concept Drift Detection Approach Based on Jensen-Shannon Divergence for Network Traffic Classification"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4620-0836","authenticated-orcid":false,"given":"Wujun","family":"Yang","sequence":"first","affiliation":[{"name":"School of Communications and Information Engineering, Xi'an University of Posts & Telecommunications, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2539-4037","authenticated-orcid":false,"given":"Rui","family":"Su","sequence":"additional","affiliation":[{"name":"School of Communications and Information Engineering, Xi'an University of Posts & Telecommunications, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7979-4648","authenticated-orcid":false,"given":"Yuanzheng","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Communications and Information Engineering, Xi'an University of Posts & Telecommunications, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3868-2257","authenticated-orcid":false,"given":"Juan","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Communications and Information Engineering, Xi'an University of Posts & Telecommunications, China"}]}],"member":"320","published-online":{"date-parts":[[2023,5,16]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1800819"},{"key":"e_1_3_2_1_2_1","volume-title":"GLOBECOM'04","volume":"3","author":"Karagiannis Thomas","year":"2004","unstructured":"Karagiannis, Thomas, \"Is p2p dying or just hiding?[p2p traffic measurement].\" IEEE Global Telecommunications Conference, 2004. GLOBECOM'04.. Vol. 3. IEEE, 2004."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-015-0247-x"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2021.103545"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114885"},{"key":"e_1_3_2_1_6_1","volume-title":"IEEE","author":"Aouedi Ons","year":"2021","unstructured":"Aouedi, Ons, Kandaraj Piamrat, and Beno\u00eet Parrein. \"Performance evaluation of feature selection and tree-based algorithms for traffic classification.\" 2021 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, 2021."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2883147"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"\u017dliobait\u0117 Indr\u0117. \"Concept drift over geological times: predictive modeling baselines for analyzing the mammalian fossil record.\" Data mining and knowledge discovery 33.3 (2019): 773-803.","DOI":"10.1007\/s10618-018-0606-6"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2014.01.001"},{"issue":"12","key":"e_1_3_2_1_10_1","first-page":"2346","article-title":"Learning under concept drift: A review","volume":"31","author":"Lu Jie","year":"2018","unstructured":"Lu, Jie, \"Learning under concept drift: A review.\" IEEE Transactions on Knowledge and Data Engineering 31.12 (2018): 2346-2363.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.02.005"},{"key":"e_1_3_2_1_12_1","volume-title":"Springer","author":"Gama Joao","year":"2004","unstructured":"Gama, Joao, \"Learning with drift detection.\" Brazilian symposium on artificial intelligence. Springer, Berlin, Heidelberg, 2004."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.08.023"},{"key":"e_1_3_2_1_14_1","volume-title":"Society for Industrial and Applied Mathematics","author":"Bifet Albert","year":"2007","unstructured":"Bifet, Albert, and Ricard Gavalda. \"Learning from time-changing data with adaptive windowing.\" Proceedings of the 2007 SIAM international conference on data mining. Society for Industrial and Applied Mathematics, 2007."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/sam.10054"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/2595479.2595481"},{"issue":"7","key":"e_1_3_2_1_17_1","first-page":"1556","article-title":"An adaptive classification approach based on information entropy for network traffic in presence of concept drift","volume":"40","author":"Pan W. B.","year":"2017","unstructured":"Pan, W. B., \"An adaptive classification approach based on information entropy for network traffic in presence of concept drift.\" Chinese Journal of Computers 40.7 (2017): 1556-1571.","journal-title":"Chinese Journal of Computers"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Kullback Solomon and Richard A. Leibler. \"On information and sufficiency.\" The annals of mathematical statistics 22.1 (1951): 79-86.","DOI":"10.1214\/aoms\/1177729694"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/18.61115"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2008.11.016"},{"key":"e_1_3_2_1_21_1","volume-title":"56-76","author":"Nguyen Thuy TT","year":"2008","unstructured":"Nguyen, Thuy TT, and Grenville Armitage. \"A survey of techniques for internet traffic classification using machine learning.\" IEEE communications surveys & tutorials 10.4 (2008): 56-76."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-018-00171-x"}],"event":{"name":"AIPR 2022: 2022 5th International Conference on Artificial Intelligence and Pattern Recognition","location":"Xiamen China","acronym":"AIPR 2022"},"container-title":["Proceedings of the 2022 5th International Conference on Artificial Intelligence and Pattern Recognition"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3573942.3573979","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3573942.3573979","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:22Z","timestamp":1750182562000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3573942.3573979"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,23]]},"references-count":22,"alternative-id":["10.1145\/3573942.3573979","10.1145\/3573942"],"URL":"https:\/\/doi.org\/10.1145\/3573942.3573979","relation":{},"subject":[],"published":{"date-parts":[[2022,9,23]]},"assertion":[{"value":"2023-05-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}