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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

    $89.09 USD

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  • Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance

    Edición de Pandian M. Vasant ...
    Optimization techniques have developed into a significant area concerning industrial, economics, business, and financial systems. With the development of engineering and financial systems, modern optimization has played an important role in service-centered operations and as such has attracted more attention to this field. Meta-heuristic hybrid optimization is a newly development mathematical ... Leer más

    $166.49 USD

    PEDIDO ANTICIPADO

  • 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

    $134.99 USD

  • Biologically-Inspired Techniques for Knowledge Discovery and Data Mining

    Edición de Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Saeed ur Rehman ...
    Biologically-inspired data mining has a wide variety of applications in areas such as data clustering, classification, sequential pattern mining, and information extraction in healthcare and bioinformatics. Over the past decade, research materials in this area have dramatically increased, providing clear evidence of the popularity of these techniques. Biologically-Inspired Techniques for Knowledge ... Leer más

    $224.99 USD

    PEDIDO ANTICIPADO

  • 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

    $77.99 USD

  • Principal Concepts in Applied Evolutionary Computation: Emerging Trends

    Edición de Wei-Chiang Samuelson Hong ...
    Increasingly powerful and diverse computing technologies have the potential to tackle ever greater and more complex problems and dilemmas in engineering and science disciplines. Principal Concepts in Applied Evolutionary Computation: Emerging Trends provides an introduction to the important interdisciplinary discipline of evolutionary computation, an artificial intelligence field that combines the ... Leer más

    $166.49 USD

    PEDIDO ANTICIPADO

  • 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

    $162.00 USD

  • 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

    $107.09 USD

  • 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

    $188.09 USD

  • 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

    $188.09 USD

  • 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

    $188.09 USD

  • 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

    $143.09 USD