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This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently.
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With contributions from academics across the globe, this book showcases how you can use data analysis for better and more effective urban planning and management.
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Introduces fundamental theory, basic and advanced algorithms, and system design issues. Essential reading for experienced researchers and developers, or for those who are just entering the field.
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Big Data Analytics and Intelligent Techniques for Smart Cities covers fundamentals, advanced concepts, and applications of big data analytics for smart cities in a single volume.
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Optimization techniques are at the core of data science. An understanding of the basic techniques and their fundamental properties provides important grounding for... Læs mere
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This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector.
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Public Policy Analytics teaches readers how to address complex public policy problems with data and analytics using reproducible... Læs mere
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Understand evolutionary and sequential behaviours in modern networks. Learn how to optimize network performance by using indirect... Læs mere