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Showing 1 - 12 of 12 results for “hongyang li”
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  • Iterative Adaptive Dynamic Programming for Self-Learning Optimal Control

    by Qinglai Wei, Ruizhuo Song, Hongyang Li ...
    Series Book 2 - Series on Deep Learning Neural Networks
    This unique book introduces the iterative adaptive dynamic programming theory from the control systems perspectives, with the most recent results of iterative adaptive dynamic programming methods. Advanced theoretical analysis and some practical applications of iterative adaptive dynamic programming are provided. Furthermore, the practical applications in residential energy systems are also ... Read more

    $77.39 USD

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  • Pattern Recognition

    by Konstantinos Koutroumbas, Sergios Theodoridis ...
    This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods ... Read more

    $96.29 USD

  • Hands-On Unsupervised Learning with Python

    Implement machine learning and deep learning models using Scikit-Learn, TensorFlow, and more

    by Giuseppe Bonaccorso ...
    Discover the skill-sets required to implement various approaches to Machine Learning with PythonKey FeaturesExplore unsupervised learning with clustering, autoencoders, restricted Boltzmann machines, and moreBuild your own neural network models using modern Python librariesPractical examples show you how to implement different machine learning and deep learning techniquesBook DescriptionUnsupervised ... Read more

    $35.99 USD or Free with Kobo Plus

  • Advanced Deep Learning with Keras

    Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more

    by Rowel Atienza, Neeraj Verma, Valerio Maggio ...
    Understanding and coding advanced deep learning algorithms with the most intuitive deep learning library in existenceKey FeaturesExplore the most advanced deep learning techniques that drive modern AI resultsImplement deep neural networks, autoencoders, GANs, VAEs, and deep reinforcement learningA wide study of GANs, including Improved GANs, Cross-Domain GANs, and Disentangled Representation ... Read more

    $34.19 USD or Free with Kobo Plus

  • Heuristic Search

    Theory and Applications

    by Stefan Edelkamp, Stefan Schroedl ...
    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

    $80.99 USD

  • Social Networks with Rich Edge Semantics

    by Quan Zheng, David Skillicorn ...
    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

    Free

  • Computer-hardware Evaluation Of Mathematical Functions

    by Amos R Omondi ...
    Computer-Hardware Evaluation of Mathematical Functions provides a thorough up-to-date understanding of the methods used in computer hardware for the evaluation of mathematical functions: reciprocals, square-roots, exponentials, logarithms, trigonometric functions, hyperbolic functions, etc. It discusses how the methods are derived, how they work, and how well they work. The methods are divided ... Read more

    $57.59 USD

  • Advanced Wireless Communications and Internet

    Future Evolving Technologies

    by Savo G. Glisic ...
    ADVANCED WIRELESS COMMUNICATIONS AND INTERNETTHIRD EDITIONADVANCED WIRELESS COMMUNICATIONS AND INTERNETFuture Evolving TechnologiesThe new edition of Advanced Wireless Communications: 4G Cognitive and Cooperative Broadband Technology, 2nd Edition, including the latest developmentsIn the evolution of wireless communications, the dominant challenges are in the areas of networking and their int... ... Read more

    $161.00 USD

  • Graph Representation Learning

    by William L. Hamilton ...
    Series series Synthesis Lectures on Artificial Intelligence and Machine Learning
    This book is a foundational guide to graph representation learning, including state-of-the art advances, and introduces the highly successful graph neural network (GNN) formalism.Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for ... Read more

    $43.19 USD

  • Computer Aided Verification

    33rd International Conference, CAV 2021, Virtual Event, July 20–23, 2021, Proceedings, Part I

    Edited by Alexandra Silva, K. Rustan M. Leino ...
    Series Book 1 - Springer Nature Proceedings Computer Science
    This open access two-volume set LNCS 12759 and 12760 constitutes the refereed proceedings of the 33rd International Conference on Computer Aided Verification, CAV 2021, held virtually in July 2021.The 63 full papers presented together with 16 tool papers and 5 invited papers were carefully reviewed and selected from 290 submissions. The papers were organized in the following topical sections:Part ... Read more

    Free

  • Guide to Programming and Algorithms Using R

    by Özgür Ergül ...
    Series series Computer Science (R0)
    This easy-to-follow textbook provides a student-friendly introduction to programming and algorithms. Emphasis is placed on the threshold concepts that present barriers to learning, including the questions that students are often too embarrassed to ask. The book promotes an active learning style in which a deeper understanding is gained from evaluating, questioning, and discussing the material, and ... Read more

    $49.49 USD

  • Convex Optimization for Machine Learning

    by Changho Suh ...
    The ebook edition of this title is Open Access and freely available to read online.This book covers an introduction to convex optimization, one of the powerful and tractable optimization problems that can be efficiently solved on a computer. The goal of the book is to help develop a sense of what convex optimization is, and how it can be used in a widening array of practical contexts with a ... Read more

    Free