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Titlebook: Data Mining for Service; Katsutoshi Yada Book 2014 Springer-Verlag Berlin Heidelberg 2014 Data Mining.Domain Knowledge.Large Database.Sens

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Feature Selection Over Distributed Data Streams function over distributed data streams through a set of constraints applied separately on each stream. We report numerical experiments on a real–world data that detect instances where communication between nodes is required, and compare the approach and the results to those recently reported in the literature.
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Learning Hidden Markov Models Using Probabilistic Matrix Factorizationved sequence. We compare the Baum–Welch with the proposed algorithm in various experimental settings and present empirical evidences of the benefits of the proposed method in regards to the reduced time complexity and increased robustness.
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