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This book presents Internet transport economics as a new approach to understanding the packet-switching paradigm of Internet infrastructure as a global transport system for data packets.
This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language.
This book is a collection of various methodologies that make it possible for metaheuristics and hyper-heuristics to solve problems that occur in the... Læs mere
This book synthesizes existing research on human-centered data discovery, as well as the recommendations which exist for supporting the design of sustainable, user-centered data search systems.
The author discusses several algorithms that improve the scalability and communication efficiency of synchronous SGD, such as asynchronous SGD, local-update SGD, quantized and sparsified SGD, and decentralized SGD.
This book constitutes the proceedings of the 9th International Conference on Algebraic... Læs mere
This book discusses the recent research work on designing efficient fault-tolerant synchronization mechanisms for concurrent processes using the relatively new persistent memory technology that combines the low latency benefits of DRAM with the persistence of magnetic disks.
The book introduces the concept of frustration and discusses the question of the quantification of this concept within information theory (IT), while it also... Læs mere
Readers will be guided through the full range of rich data types where data dependencies have been successfully applied, including categorical data with equality... Læs mere
This book provides a practical guide, complete with accompanying Matlab software, to many different types of polynomial and discrete splines and spline-based wavelets, multiwavelets and wavelet frames in signal and image processing applications.