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  • eBook:Enhanced Bayesian Network Models for Spatial Time Series Prediction

    Enhanced Bayesian Network Models for Spatial Time Series Prediction

    Recent Research Trend in Data-Driven Predictive Analytics
    Monidipa Das; Soumya K. Ghosh
    978-3-030-27749-9
    2020
    Edition 1
    • This is the first text that throws light on the recent advancements in developing enhanced Bayesian network (BN) models to address the various challenges in spatial time series prediction
    • The monograph covers both theoretical and empirical aspects of a number of enhanced Bayesian network models, in a lucid, precise, and highly comprehensive manner
    • The monograph includes plenty of illustrative examples and proofs which will immensely help the reader to better understand the working principles of the enhanced BN models.
    • The open research problems as discussed (in Chapter-8 and Chapter-9) along with sufficient allusions can enormously help the graduate researchers to identify topics of their own choice
    • The detailed case studies on climatological and hydrological time series prediction, covered throughout the monograph, are expected to grow interest in the BN-based prediction models and to further explore their potentiality to solve problems from similar domains
    €280 €252
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