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Enhanced Bayesian Network Models for Spatial Time Series Prediction

- Recent Research Trend in Data-Driven Predictive Analytics

af Soumya K. Ghosh, Monidipa Das

indgår i Studies in Computational Intelligence serien

Enhanced Bayesian Network Models for Spatial Time Series Prediction af Soumya K. Ghosh
Bag om Enhanced Bayesian Network Models for Spatial Time Series Prediction

This research monograph is highly contextual in the present era of spatial/spatio-temporal data explosion. The monograph is primarily prepared for graduate students of Computer Science, who wish to employ probabilistic graphical models, especially Bayesian networks (BNs), for applied research on spatial/spatio-temporal data.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030277512
  • Indbinding:
  • Paperback
  • Sideantal:
  • 149
  • Udgivet:
  • 19. november 2020
  • Udgave:
  • 12020
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 454 g.
  • 8-11 hverdage.
  • 19. februar 2025

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This research monograph is highly contextual in the present era of spatial/spatio-temporal data explosion. The monograph is primarily prepared for graduate students of Computer Science, who wish to employ probabilistic graphical models, especially Bayesian networks (BNs), for applied research on spatial/spatio-temporal data.

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