Spatial Big Data Science Book Reviews
Spatial Big Data Science by Zhe Jiang & Shashi Shekhar Book Summary
Emerging Spatial Big Data (SBD) has transformative potential in solving many grand societal challenges such as water resource management, food security, disaster response, and transportation. However, significant computational challenges exist in analyzing SBD due to the unique spatial characteristics including spatial autocorrelation, anisotropy, heterogeneity, multiple scales and resolutions which is illustrated in this book.
This book also discusses current techniques for, spatial big data science with a particular focus on classification techniques for earth observation imagery big data. Specifically, the authors introduce several recent spatial classification techniques, such as spatial decision trees and spatial ensemble learning. Several potential future research directions are also discussed.
This book targets an interdisciplinary audience including computer scientists, practitioners and researchers working in the field of data mining, big data, as well as domain scientists working in earth science (e.g., hydrology, disaster), public safety and public health. Advanced level students in computer science will also find this book useful as a reference.
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| Book Name | Spatial Big Data Science |
| Genre | Computers & Internet |
| Author | Zhe Jiang & Shashi Shekhar |
| Published | 13 July 2017, Thursday |
| Language | English |
| E-Book Size | 3.76 MB |
Spatial Big Data Science (Zhe Jiang & Shashi Shekhar) Book Reviews 2024
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| Download Link | Book Format |
| spatial-big-data-science-ebook.pdf | |
| spatial-big-data-science-ebook.epub | EPUB |
| spatial-big-data-science-ebook.kindle | KINDLE |
Spatial Big Data Science E-book (PDF, PUB, KINDLE) Download
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Summary of Spatial Big Data Science by Zhe Jiang & Shashi Shekhar
The Spatial Big Data Science book written by Zhe Jiang & Shashi Shekhar was published on 13 July 2017, Thursday in the Computers & Internet category. A total of 116 readers of the book gave the book 0 points out of 5.
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