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Signal Processing and Networking for Big Data Applications

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Signal Processing and Networking for Big Data Applications - Han, Zhu, and Hong, Mingyi, and Wang, Dan
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This unique text helps make sense of big data in engineering applications using tools and techniques from signal processing. It presents fundamental signal processing theories and software implementations, reviews current research trends and challenges, and describes the techniques used for analysis, design and optimization. Readers will learn about key theoretical issues such as data modelling and representation, scalable and low-complexity information processing and optimization, tensor and sublinear algorithms, and deep ...

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Signal Processing and Networking for Big Data Applications 2017, Cambridge University Press, Cambridge

ISBN-13: 9781107124387

Hardcover