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  • Stream Data Mining: Algorithms and Their Probabilistic Properties

    by Leszek Rutkowski, Maciej Jaworski, Piotr Duda ...
    Series Book 56 - Studies in Big Data
    This book presents a unique approach to stream data mining. Unlike the vast majority of previous approaches, which are largely based on heuristics, it highlights methods and algorithms that are mathematically justified. First, it describes how to adapt static decision trees to accommodate data streams; in this regard, new splitting criteria are developed to guarantee that they are asymptotically ... Read more

    $170.09 USD