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  • Support Vector Machines and Perceptrons

    Learning, Optimization, Classification, and Application to Social Networks

    Series series Computer Science (R0)
    This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal solution. The weight ... Read more

    $49.49 USD

  • Centrality and Diversity in Search

    Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition

    Series series Computer Science (R0)
    The concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification.The text is designed to be ... Read more

    $49.49 USD

  • Machine Learning in Social Networks

    Embedding Nodes, Edges, Communities, and Graphs

    Series series Computer Science (R0)
    This book deals with network representation learning. It deals with embedding nodes, edges, subgraphs and graphs. There is a growing interest in understanding complex systems in different domains including health, education, agriculture and transportation. Such complex systems are analyzed by modeling, using networks that are aptly called complex networks. Networks are becoming ubiquitous as they ... Read more

    $62.99 USD

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  • MIMO Wireless Networks

    Channels, Techniques and Standards for Multi-Antenna, Multi-User and Multi-Cell Systems

    This book is unique in presenting channels, techniques and standards for the next generation of MIMO wireless networks. Through a unified framework, it emphasizes how propagation mechanisms impact the system performance under realistic power constraints. Combining a solid mathematical analysis with a physical and intuitive approach to space-time signal processing, the book progressively derives ... Read more

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  • Fault-Tolerant Systems

    Fault-Tolerant Systems is the first book on fault tolerance design with a systems approach to both hardware and software. No other text on the market takes this approach, nor offers the comprehensive and up-to-date treatment that Koren and Krishna provide. This book incorporates case studies that highlight six different computer systems with fault-tolerance techniques implemented in their design. ... Read more

    $63.89 USD

  • Heuristic Search

    Theory and Applications

    Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external ... Read more

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  • Communication Networking

    An Analytical Approach

    Series series The Morgan Kaufmann Series in Networking
    Communication Networking is a comprehensive, effectively organized introduction to the realities of communication network engineering. Written for both the workplace and the classroom, this book lays the foundation and provides the answers required for building an efficient, state-of-the-art network—one that can expand to meet growing demand and evolve to capitalize on coming technological ... Read more

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  • Social Networks with Rich Edge Semantics

    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time. For each possibility, the ... Read more

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  • Fuzzy Neural Networks for Real Time Control Applications

    Concepts, Modeling and Algorithms for Fast Learning

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  • Advanced Wireless Communications and Internet

    Future Evolving Technologies

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  • GPU-based Parallel Implementation of Swarm Intelligence Algorithms

    by Ying Tan ...
    GPU-based Parallel Implementation of Swarm Intelligence Algorithms combines and covers two emerging areas attracting increased attention and applications: graphics processing units (GPUs) for general-purpose computing (GPGPU) and swarm intelligence. This book not only presents GPGPU in adequate detail, but also includes guidance on the appropriate implementation of swarm intelligence algorithms on ... Read more

    $89.99 USD