0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence

Buy Now

Enhanced Bayesian Network Models for Spatial Time Series Prediction - Recent Research Trend in Data-Driven Predictive Analytics (Hardcover, 1st ed. 2020) Loot Price: R4,233
Discovery Miles 42 330
Enhanced Bayesian Network Models for Spatial Time Series Prediction - Recent Research Trend in Data-Driven Predictive Analytics...

Enhanced Bayesian Network Models for Spatial Time Series Prediction - Recent Research Trend in Data-Driven Predictive Analytics (Hardcover, 1st ed. 2020)

Monidipa Das, Soumya K. Ghosh

Series: Studies in Computational Intelligence, 858

 (sign in to rate)
Loot Price R4,233 Discovery Miles 42 330 | Repayment Terms: R397 pm x 12*

Bookmark and Share

Expected to ship within 12 - 19 working days

This research monograph is highly contextual in the present era of spatial/spatio-temporal data explosion. The overall text contains many interesting results that are worth applying in practice, while it is also a source of intriguing and motivating questions for advanced research on spatial data science. 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. Students of any other discipline of engineering, science, and technology, will also find this monograph useful. Research students looking for a suitable problem for their MS or PhD thesis will also find this monograph beneficial. The open research problems as discussed with sufficient references in Chapter-8 and Chapter-9 can immensely help graduate researchers to identify topics of their own choice. The various illustrations and proofs presented throughout the monograph may help them to better understand the working principles of the models. The present monograph, containing sufficient description of the parameter learning and inference generation process for each enhanced BN model, can also serve as an algorithmic cookbook for the relevant system developers.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Studies in Computational Intelligence, 858
Release date: November 2019
First published: 2020
Authors: Monidipa Das • Soumya K. Ghosh
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 149
Edition: 1st ed. 2020
ISBN-13: 978-3-03-027748-2
Categories: Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Computing & IT > Applications of computing > Databases > General
Books > Computing & IT > Applications of computing > Artificial intelligence > General
Promotions
LSN: 3-03-027748-8
Barcode: 9783030277482

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

The Hitchhiker's Guide To AI - The…
Arthur Goldstuck Paperback R330 R270 Discovery Miles 2 700
African Artificial Intelligence…
Mark Nasila Paperback R350 R296 Discovery Miles 2 960
Digital Dharma - How AI Can Elevate…
Deepak Chopra Paperback R430 R388 Discovery Miles 3 880
Artificial Intelligence for Neurological…
Ajith Abraham, Sujata Dash, … Paperback R4,171 Discovery Miles 41 710
Temporal Data Mining via Unsupervised…
Yun Yang Paperback R1,242 Discovery Miles 12 420
What The Future?! - 7 Updates To…
Justin Cohen Paperback R285 R257 Discovery Miles 2 570
Machine Learning and Data Mining
I Kononenko, M Kukar Paperback R2,019 Discovery Miles 20 190
Intelligent Communication Systems…
Nobuyoshi Terashima Hardcover R1,611 Discovery Miles 16 110
Constructions at Work - The nature of…
Adele Goldberg Hardcover R2,133 Discovery Miles 21 330
Aircraft of the Special Forces
Edward Ward Hardcover R537 R484 Discovery Miles 4 840
Happimetrics - Leveraging AI to Untangle…
Peter A. Gloor Hardcover R2,984 Discovery Miles 29 840
Advanced Introduction to Law and…
Woodrow Barfield, Ugo Pagallo Paperback R716 Discovery Miles 7 160

See more

Partners