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Advanced Topics on Data Stream Mining: Part II. Mining Multiple Streams

, , and . Tutorial at the 23rd Europ. Conf. on Machine Learning and16th Europ. Conf. on Principles and Practice ofKnowledge Discovery in Databases (ECML PKDD\'12), (24-28 Sept. 2012)

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Knowledge Discovery from Data Streams., , , and . Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web, volume 27 of NATO Science for Peace and Security Series - D: Information and Communication Security, IOS Press, (2010)Constrained Sequential Pattern Knowledge in Multi-relational Learning., , and . EPIA, volume 7026 of Lecture Notes in Computer Science, page 282-296. Springer, (2011)Tracking Recurring Concepts with Meta-learners., and . EPIA, volume 5816 of Lecture Notes in Computer Science, page 423-434. Springer, (2009)Change Detection in Climate Data over the Iberian Peninsula., , and . ICDM Workshops, page 248-253. IEEE Computer Society, (2009)Improving Incremental Recommenders with Online Bagging., , and . EPIA, volume 10423 of Lecture Notes in Computer Science, page 597-607. Springer, (2017)Dynamic Discretization of Continuous Attributes., , and . IBERAMIA, volume 1484 of Lecture Notes in Computer Science, page 160-169. Springer, (1998)Issues in evaluation of stream learning algorithms., , and . KDD, page 329-338. ACM, (2009)Regression by Classification., and . SBIA, volume 1159 of Lecture Notes in Computer Science, page 51-60. Springer, (1996)Characterizing the Applicability of Classification Algorithms Using Meta-Level Learning., , and . ECML, volume 784 of Lecture Notes in Computer Science, page 83-102. Springer, (1994)Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification., , , , and . WAPA, volume 17 of JMLR Proceedings, page 12-18. JMLR.org, (2011)