{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:25:53Z","timestamp":1725495953026},"publisher-location":"Berlin, Heidelberg","reference-count":28,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540770169"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-77018-3_27","type":"book-chapter","created":{"date-parts":[[2007,11,26]],"date-time":"2007-11-26T07:46:39Z","timestamp":1196063199000},"page":"256-267","source":"Crossref","is-referenced-by-count":4,"title":["A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees"],"prefix":"10.1007","author":[{"given":"Tao","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhoujun","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohua","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuejin","family":"Yan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huowang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"27_CR1","doi-asserted-by":"crossref","unstructured":"Babcock, B., Babu, S., Datar, M., Motawani, R., Widom, J.: Models and Issues in Data Stream Systems. In: PODS (2002)","DOI":"10.1145\/543613.543615"},{"key":"27_CR2","doi-asserted-by":"crossref","unstructured":"Domingos, P., Hulten, G.: Mining High-Speed Data Streams. In: Proceedings of the Association for Computing Machinery Sixth International Conference on Knowledge Discovery and Data Mining, pp. 71\u201380 (2000)","DOI":"10.1145\/347090.347107"},{"key":"27_CR3","doi-asserted-by":"crossref","unstructured":"Mehta, M., Agrawal, A., Rissanen, J.: SLIQ: A Fast Scalable Classifier for Data Mining. In: Proceedings of The Fifth International Conference on Extending Database Technology, Avignon, France, pp. 18\u201332 (1996)","DOI":"10.1007\/BFb0014141"},{"key":"27_CR4","doi-asserted-by":"crossref","unstructured":"Fan, W.: StreamMiner: A Classifier Ensemble-based Engine to Mine Concept Drifting Data Streams. In: VLDB 2004","DOI":"10.1016\/B978-012088469-8\/50121-2"},{"key":"27_CR5","volume-title":"Proceedings of the Ninth International Conference on Knowledge Discovery and Data Mining","author":"J. Gama","year":"2003","unstructured":"Gama, J., Rocha, R., Medas, P.: Accurate Decision Trees for Mining High-Speed Data\u00a0Streams. In: Domingos, P., Faloutsos, C. (eds.) Proceedings of the Ninth International Conference on Knowledge Discovery and Data Mining, ACM Press, New York (2003)"},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Hulten, G., Spencer, L., Domingos, P.: Mining Time-Changing Data Streams. In: ACM SIGKDD (2001)","DOI":"10.1145\/502512.502529"},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Jin, R., Agrawal, G.: Efficient Decision Tree Construction on Streaming Data. In: Proceedings of ACM SIGKDD (2003)","DOI":"10.1145\/956750.956821"},{"issue":"2","key":"27_CR8","doi-asserted-by":"crossref","first-page":"129","DOI":"10.3233\/IDA-2002-6203","volume":"6","author":"M. Last","year":"2002","unstructured":"Last, M.: Online Classification of Nonstationary Data Streams. Intelligent Data Analysis\u00a06(2), 129\u2013147 (2002)","journal-title":"Intelligent Data Analysis"},{"key":"27_CR9","unstructured":"Muthukrishnan, S.: Data streams: Algorithms and Applications. In: Proceedings of the fourteenth annual ACM-SIAM symposium on discrete algorithms (2003)"},{"key":"27_CR10","doi-asserted-by":"crossref","unstructured":"Wang, H., Fan, W., Yu, P., Han, J.: Mining Concept-Drifting Data Streams using Ensemble Classifiers. In: 9th ACM International Conference on Knowledge Discovery and Data Mining, Washington DC, USA. SIGKDD (2003)","DOI":"10.1145\/956750.956778"},{"key":"27_CR11","doi-asserted-by":"crossref","unstructured":"Arasu, A., Babcock, B., Babu, S., Datar, M., Ito, K., Nishizawa, I., Rosenstein, J., Widom, J.: STREAM: The Stanford Stream Data Manager Demonstration Description \u2013Short Overview of System Status and Plans. In: Proc. of the ACM Intl Conf. on Management of Data (SIGMOD 2003) (June 2003)","DOI":"10.1145\/872853.872854"},{"key":"27_CR12","doi-asserted-by":"crossref","unstructured":"Aggarwal, C., Han, J., Wang, J., Yu, P.S.: On Demand Classification of Data Streams. In: Proc. 2004 Int. Conf. on Knowledge Discovery and Data Mining (KDD 2004), Seattle, WA (2004)","DOI":"10.1145\/1014052.1014110"},{"key":"27_CR13","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45751-8_5","volume-title":"KI 2002: Advances in Artificial Intelligence","author":"M. Guetova","year":"2002","unstructured":"Guetova, M., Holldobter, S.H.-P.: Incremental Fuzzy Decision Trees. In: Jarke, M., Koehler, J., Lakemeyer, G. (eds.) KI 2002. LNCS (LNAI), vol.\u00a02479, Springer, Heidelberg (2002)"},{"key":"27_CR14","unstructured":"Ben-David, S., Gehrke, J., Kifer, D.: Detecting Change in Data Streams. In: Proceedings of VLDB 2004"},{"key":"27_CR15","doi-asserted-by":"crossref","unstructured":"Aggarwal, C.: A Framework for Diagnosing Changes in Evolving Data Streams. In: Proceedings of the ACM SIGMOD Conference (2003)","DOI":"10.1145\/872757.872826"},{"key":"27_CR16","doi-asserted-by":"crossref","unstructured":"Gaber, M.M., Zaslavskey, A., Krishnaswamy, S.: Mining Data Streams: a Review. SIGMOD Record\u00a034(2) (June 2005)","DOI":"10.1145\/1083784.1083789"},{"issue":"1","key":"27_CR17","first-page":"1","volume":"28","author":"Z.J. Cezary","year":"1998","unstructured":"Cezary, Z.J.: Fuzzy Decision Trees: Issues and Methods. IEEE Transactions on Systems, Man, and Cybernetics\u00a028(1), 1\u201314 (1998)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"2","key":"27_CR18","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1023\/A:1022699900025","volume":"4","author":"P.E. Utgoff","year":"1989","unstructured":"Utgoff, P.E.: Incremental Induction of Decision Trees. Machine Learning\u00a04(2), 161\u2013186 (1989)","journal-title":"Machine Learning"},{"key":"27_CR19","unstructured":"Xie, Q.H.: An Efficient Approach for Mining Concept-Drifting Data Streams, Master Thesis"},{"key":"27_CR20","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA (1993)"},{"key":"27_CR21","doi-asserted-by":"publisher","first-page":"13","DOI":"10.2307\/2282952","volume":"58","author":"W. Hoeffding","year":"1963","unstructured":"Hoeffding, W.: Probability Inequalities for Sums of Bounded Random Variables. Journal of the American Statistical Association\u00a058, 13\u201330 (1963)","journal-title":"Journal of the American Statistical Association"},{"key":"27_CR22","unstructured":"Breiman, L., Friedman, J.H., Olshen, R.A., Stone, C.J.: Classification and Regression Trees, Wadsworth, Belmont, CA (1984)"},{"key":"27_CR23","unstructured":"Maron, O., Moore, A.: Hoeffding Races: Accelerating Model Selection Search for Classification and Function Approximation. In: Cowan, J.D., Tesauro, G., Alspector, J. (eds.) Advances in Neural Information Processing System (1994)"},{"key":"27_CR24","doi-asserted-by":"crossref","unstructured":"Kelly, M.G., Hand, D.J., Adams, N.M.: The Impact of Changing Populations on Classifier Performance. In: Proc. of KDD-99, pp. 367\u2013371 (1999)","DOI":"10.1145\/312129.312285"},{"key":"27_CR25","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1016\/S1088-467X(99)00033-5","volume":"3","author":"M. Black","year":"1999","unstructured":"Black, M., Hickey, R.J.: Maintaining the Performance of a Learned Classifier under Concept Drift. Intelligent Data Analysis\u00a03, 453\u2013474 (1999)","journal-title":"Intelligent Data Analysis"},{"key":"27_CR26","volume-title":"Knowledge Discovery and Data Mining,the Info-Fuzzy Network(IFN) Methodology","author":"O. Maimon","year":"2000","unstructured":"Maimon, O., Last, M.: Knowledge Discovery and Data Mining,the Info-Fuzzy Network(IFN) Methodology. Kluwer Academic Publishers, Dordrecht (2000)"},{"key":"27_CR27","first-page":"87","volume":"8","author":"U.M. Fayyad","year":"1992","unstructured":"Fayyad, U.M, Irani, K.B.: On the Handling of Continuous-valued Attributes in Decision Tree Generation. Machine Learning\u00a08, 87\u2013102 (1992)","journal-title":"Machine Learning"},{"key":"27_CR28","doi-asserted-by":"crossref","unstructured":"Wang, T., Li, Z., Yan, Y., Chen, H.: An Efficient Classification System Based on Binary Search Trees for Data Streams Mining. In: ICONS (2007)","DOI":"10.1109\/ICONS.2007.12"}],"container-title":["Lecture Notes in Computer Science","Emerging Technologies in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-77018-3_27.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T10:53:32Z","timestamp":1619520812000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-77018-3_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540770169"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-77018-3_27","relation":{},"subject":[]}}