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The impact of data difficulty factors on classification of imbalanced and concept drifting data streams |
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| Authors: | Brzezinski Dariusz Minku Leandro L. Pewinski Tomasz Stefanowski Jerzy Szumaczuk Artur |
| Affiliation: | 1.Institute of Computing Science, Center for Artificial Intelligence and Machine Learning, Poznan University of Technology, ul. Piotrowo 2, 60-965, Poznan, Poland ;2.School of Computer Science, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK ; |
| Abstract: | Knowledge and Information Systems - Class imbalance introduces additional challenges when learning classifiers from concept drifting data streams. Most existing work focuses on designing new... |
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