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Engineering (R0) Serie de eBooks

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  • Extreme Learning Machines 2013: Algorithms and Applications

    Edición de Fuchen Sun, Kar-Ann Toh, Manuel Grana Romay, Kezhi Mao ...
    Series series Engineering (R0)
    In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned ... Leer más

    $1,656 MXN

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  • Bio-Inspired Computation and Applications in Image Processing

    de Xin-She Yang, João Paulo Papa ...
    Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field. In addition to documenting state-of-the-art ... Leer más

    $1,795 MXN

  • Fuzzy Machine Learning Algorithms for Remote Sensing Image Classification

    de Anil Kumar, Priyadarshi Upadhyay, A. Senthil Kumar ...
    This book covers the state-of-art image classification methods for discrimination of earth objects from remote sensing satellite data with an emphasis on fuzzy machine learning and deep learning algorithms. Both types of algorithms are described in such details that these can be implemented directly for thematic mapping of multiple-class or specific-class landcover from multispectral optical ... Leer más

    $1,273 MXN

  • Blind Source Separation

    Theory and Applications

    de Xianchuan Yu, Dan Hu, Jindong Xu ...
    A systematic exploration of both classic and contemporary algorithms in blind source separation with practical case studiesThe book presents an overview of Blind Source Separation, a relatively new signal processing method. Due to the multidisciplinary nature of the subject, the book has been written so as to appeal to an audience from very different backgrounds. Basic mathematical skills (e.g. on ... Leer más

    $2,532 MXN

  • Multivariate Statistical Process Control

    Process Monitoring Methods and Applications

    de Zhiqiang Ge, Zhihuan Song ...
    Series series Engineering (R0)
    Given their key position in the process control industry, process monitoring techniques have been extensively investigated by industrial practitioners and academic control researchers. Multivariate statistical process control (MSPC) is one of the most popular data-based methods for process monitoring and is widely used in various industrial areas. Effective routines for process monitoring can help ... Leer más

    $2,024 MXN

  • Proceedings of ELM-2015 Volume 1

    Theory, Algorithms and Applications (I)

    Edición de Jiuwen Cao, Kezhi Mao, Jonathan Wu, Amaury Lendasse ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book contains some selected papers from the International Conference on Extreme Learning Machine 2015, which was held in Hangzhou, China, December 15-17, 2015. This conference brought together researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the Extreme Learning Machine (ELM) technique and brain learning.This book covers ... Leer más

    $3,679 MXN

  • Proceedings of ELM-2017

    Edición de Jiuwen Cao, Chi Man Vong, Yoan Miche, Amaury Lendasse ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book contains some selected papers from the International Conference on Extreme Learning Machine (ELM) 2017, held in Yantai, China, October 4–7, 2017. The book covers theories, algorithms and applications of ELM.Extreme Learning Machines (ELM) aims to enable pervasive learning and pervasive intelligence. As advocated by ELM theories, it is exciting to see the convergence of machine learning ... Leer más

    $3,679 MXN

  • Proceedings of ELM-2015 Volume 2

    Theory, Algorithms and Applications (II)

    Edición de Jiuwen Cao, Kezhi Mao, Jonathan Wu, Amaury Lendasse ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book contains some selected papers from the International Conference on Extreme Learning Machine 2015, which was held in Hangzhou, China, December 15-17, 2015. This conference brought together researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the Extreme Learning Machine (ELM) technique and brain learning.This book covers ... Leer más

    $3,679 MXN

  • Proceedings of ELM-2016

    Edición de Jiuwen Cao, Erik Cambria, Amaury Lendasse, Yoan Miche, Chi Man Vong ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book contains some selected papers from the International Conference on Extreme Learning Machine 2016, which was held in Singapore, December13-15, 2016. This conference will provide a forum for academics, researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the ELM technique and brain learning. Extreme Learning Machines (ELM) ... Leer más

    $2,575 MXN

  • Deep Learning Applications

    In Computer Vision, Signals and Networks

    de Qi Xuan, Yun Xiang, Dongwei Xu ...
    This book proposes various deep learning models featuring how deep learning algorithms have been applied and used in real-life settings. The complexity of real-world scenarios and constraints imposed by the environment, together with budgetary and resource limitations, have posed great challenges to engineers and developers alike, to come up with solutions to meet these demands. This book presents ... Leer más

    $1,332 MXN

  • Nature-Inspired Algorithms and Applied Optimization

    Edición de Xin-She Yang ...
    Series series Engineering (R0)
    This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring ... Leer más

    $2,943 MXN

  • Green, Pervasive, and Cloud Computing

    17th International Conference, GPC 2022, Chengdu, China, December 2–4, 2022, Proceedings

    Edición de Chen Yu, Jiehan Zhou, Xianhua Song, Zeguang Lu ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 17th International Conference on Green, Pervasive, and Cloud Computing, GPC 2022, held in Chengdu, China, in December 2022.The 19 full papers presented in this book were carefully reviewed and selected from 104 submissions. GPC 2022 shares novel ideas and experiences in the areas of Green, Pervasive, and Cloud Computing. ... Leer más

    $1,196 MXN