Zhai, Junhai

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Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: Decision tree learning with uncertainty; clustering under uncertainty environment; active learning based on uncertainty criterion; and ensemble learning in a framework o…

Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning …