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Active Learning with Evolving Streaming Data.

I. Zliobaite, A. Bifet, B. Pfahringer, and G. Holmes. ECML/PKDD (3), volume 6913 of Lecture Notes in Computer Science, page 597-612. Springer, (2011)

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Dr. rer. nat. Bernhard Schulz University of Stuttgart

Bernhard Schopfer University of Stuttgart

Prof. Dr. Bernhard Hauer University of Stuttgart

Hon. -Prof. Dr. Bernhard Scheuble University of Stuttgart

Univ. -Prof. Dr. -Ing. Bernhard Mitschang University of Stuttgart

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Prediction of Ordinal Classes Using Regression Trees.S. Kramer, G. Widmer, B. Pfahringer, and M. de Groeve. Fundam. Inform., 47 (1-2): 1-13 (2001)Evaluation methods and decision theory for classification of streaming data with temporal dependence.I. Zliobaite, A. Bifet, J. Read, B. Pfahringer, and G. Holmes. Machine Learning, 98 (3): 455-482 (2015)Learning to Use Operational Advice.J. Fürnkranz, B. Pfahringer, H. Kaindl, and S. Kramer. ECAI, page 291-295. IOS Press, (2000)Annotate-Sample-Average (ASA): A New Distant Supervision Approach for Twitter Sentiment Analysis.F. Bravo-Marquez, E. Frank, and B. Pfahringer. ECAI, volume 285 of Frontiers in Artificial Intelligence and Applications, page 498-506. IOS Press, (2016)VIE-KET: Frames + Prolog.B. Pfahringer, and C. Holzbaur. ÖGAI, volume 106 of Informatik-Fachberichte, page 132-139. Springer, (1985)A decision support system for village health workers in developing countries.B. Pfahringer, M. Hoberstorfer, and R. Trappl. Applied Artificial Intelligence, 2 (1): 47-63 (1988)Automatic end-to-end De-identification: Is high accuracy the only metric?V. Yogarajan, B. Pfahringer, and M. Mayo. CoRR, (2019)Ensembles of Restricted Hoeffding Trees.A. Bifet, E. Frank, G. Holmes, and B. Pfahringer. ACM TIST, 3 (2): 30:1-30:20 (2012)MOA: A Real-Time Analytics Open Source Framework.A. Bifet, G. Holmes, B. Pfahringer, J. Read, P. Kranen, H. Kremer, T. Jansen, and T. Seidl. ECML/PKDD (3), volume 6913 of Lecture Notes in Computer Science, page 617-620. Springer, (2011)Active Learning with Evolving Streaming Data.I. Zliobaite, A. Bifet, B. Pfahringer, and G. Holmes. ECML/PKDD (3), volume 6913 of Lecture Notes in Computer Science, page 597-612. Springer, (2011)