{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T02:24:20Z","timestamp":1729650260499,"version":"3.28.0"},"reference-count":37,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011,7]]},"DOI":"10.1109\/fskd.2011.6019889","type":"proceedings-article","created":{"date-parts":[[2011,9,22]],"date-time":"2011-09-22T15:43:18Z","timestamp":1316706198000},"page":"1673-1677","source":"Crossref","is-referenced-by-count":10,"title":["Study on the classification of data streams with concept drift"],"prefix":"10.1109","author":[{"given":"Zhenzheng","family":"Ouyang","sequence":"first","affiliation":[]},{"given":"Yuhai","family":"Gao","sequence":"additional","affiliation":[]},{"given":"Zipeng","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Tao","family":"Wang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502568"},{"key":"35","first-page":"363","article-title":"A multi-partition multi-chunk ensemble technique to classify concept-drifting data streams","author":"masud","year":"2009","journal-title":"Proc of PAKDD'09"},{"key":"17","first-page":"1257","author":"fan","year":"2004","journal-title":"StreamMiner A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams"},{"key":"36","first-page":"812","author":"zhang","year":"2008","journal-title":"Categorizing and Mining Concept Drifting Data Streams"},{"key":"18","first-page":"1","author":"kuncheva","year":"2004","journal-title":"Classifier Ensembles for Changing Environments"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1006\/inco.1994.1009"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148216"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2003.1250911"},{"key":"16","first-page":"819","article-title":"Tracking linear-threshold concepts with winnow","volume":"4","author":"mesterharm","year":"2003","journal-title":"Journal of Machine Learning Research"},{"journal-title":"Classification of Changes in Evolving Data Streams Using Online Clustering Result Deviation","year":"2006","author":"gaber","key":"13"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2003.07.018"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1145\/1083784.1083789"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/AICI.2009.153"},{"journal-title":"A Comparison of Ensemble and Case-based Maintenance Techniques for Handling Concept Drift in Spam Filtering","year":"2005","author":"delany","key":"12"},{"key":"21","article-title":"Using selective memory to track concept drift effectively","volume":"388","author":"lazarescu","year":"2003","journal-title":"Proc Intelligent Systems and Control"},{"key":"20","first-page":"77","article-title":"Early drift detection method","author":"baena-garcia","year":"2006","journal-title":"Fourth International Workshop on Knowledge Discovery from Data Streams"},{"key":"22","first-page":"487","article-title":"Detecting concept drift with support vector machines","author":"klinkenberg","year":"2000","journal-title":"Proc ICML 00"},{"journal-title":"Using Control Charts for Detecting Concept Change in Streaming Data","year":"2009","author":"kuncheva","key":"23"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45244-3_3"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/S1088-467X(99)00033-5"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116895"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007365809034"},{"key":"28","doi-asserted-by":"crossref","first-page":"129","DOI":"10.3233\/IDA-2002-6203","article-title":"Online classification of nonstationary data streams","volume":"6","author":"last","year":"2002","journal-title":"Intelligent Data Analysis"},{"key":"29","first-page":"39","author":"cohen","year":"2004","journal-title":"Incremental Info-fuzzy Algorithm for Real Time Data Mining of Non-stationary Data Streams"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1360\/crad20071101"},{"journal-title":"Computing on Data Streams","year":"1998","author":"henzinger","key":"2"},{"journal-title":"Using Multiple Windows to Track Concept Drift","year":"2003","author":"lazarescu","key":"10"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1201\/9781420085877.pt1"},{"key":"30","first-page":"117","article-title":"Incremental classification of nonstationary data streams","author":"cohen","year":"2005","journal-title":"Proc of the Second International Workshop on Knowledge Discovery in Data Streams"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.42"},{"journal-title":"Learning Drifting Concepts Example Selection Vs Example Weighting","year":"2004","author":"klinkenberg","key":"6"},{"key":"32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1214\/088342306000000060","article-title":"Classifier technology and the illusion of progress (with discussion)","volume":"21","author":"hand","year":"2006","journal-title":"Statistical Science"},{"key":"5","first-page":"5","article-title":"Classifier ensembles for detecting concept change in streaming data: Overview and perspectives","author":"kuncheva","year":"2008","journal-title":"Proc of the 2th Workshop SUEMA"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116900"},{"key":"9","first-page":"3","article-title":"A case-based approach to spam filtering that can track concept drift","author":"cunningham","year":"2003","journal-title":"ICCBR-2003 Workshop on Long-Lived CBR Systems"},{"key":"8","first-page":"33","article-title":"Adaptive information filtering: Learning in the presence of concept drifts","author":"klinkenberg","year":"1998","journal-title":"Learning for Text Categorization"}],"event":{"name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2011)","start":{"date-parts":[[2011,7,26]]},"location":"Shanghai","end":{"date-parts":[[2011,7,28]]}},"container-title":["2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6012258\/6019524\/06019889.pdf?arnumber=6019889","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,16]],"date-time":"2019-06-16T02:22:53Z","timestamp":1560651773000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6019889\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,7]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/fskd.2011.6019889","relation":{},"subject":[],"published":{"date-parts":[[2011,7]]}}}