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Engineering (R0) Bogserier

1 - 12 af 12 resultater
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  • Advances and Applications of Optimised Algorithms in Image Processing

    af Diego Oliva, Erik Cuevas ...
    Serier serie Engineering (R0)
    This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing.The ... Læs mere

    756,36 kr.

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  • Neural Networks and Statistical Learning

    af Ke-Lin Du, M. N. S. Swamy ...
    Serier serie Engineering (R0)
    Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resource for study and further research. All the major popular neural network models and statistical learning approaches are covered with examples and exercises in every chapter to develop a practical working understanding of the content.Each of ... Læs mere

    933,67 kr.

  • Object Detection and Recognition in Digital Images

    Theory and Practice

    af Boguslaw Cyganek ...
    Object detection, tracking and recognition in images are key problems in computer vision. This book provides the reader with a balanced treatment between the theory and practice of selected methods in these areas to make the book accessible to a range of researchers, engineers, developers and postgraduate students working in computer vision and related fields.Key features:Explains the main ... Læs mere

    1.017,11 kr.

  • Extreme Learning Machines 2013: Algorithms and Applications

    Redigeret af Fuchen Sun, Kar-Ann Toh, Manuel Grana Romay, Kezhi Mao ...
    Serier serie 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 ... Læs mere

    840,29 kr.

  • Gmdh-methodology And Implementation In Matlab

    af Godfrey C Onwubolu ...
    Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.This is the first ... Læs mere

    303,24 kr.

  • Applications of Evolutionary Computation in Image Processing and Pattern Recognition

    af Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros ...
    Serier serie Engineering (R0)
    This book presents the use of efficient Evolutionary Computation (EC) algorithms for solving diverse real-world image processing and pattern recognition problems. It provides an overview of the different aspects of evolutionary methods in order to enable the reader in reaching a global understanding of the field and, in conducting studies on specific evolutionary techniques that are related to ... Læs mere

    840,29 kr.

  • Evolutionary Computation Techniques: A Comparative Perspective

    af Erik Cuevas, Valentín Osuna, Diego Oliva ...
    Serier serie Engineering (R0)
    This book compares the performance of various evolutionary computation (EC) techniques when they are faced with complex optimization problems extracted from different engineering domains. Particularly focusing on recently developed algorithms, it is designed so that each chapter can be read independently. Several comparisons among EC techniques have been reported in the literature, however, they ... Læs mere

    756,36 kr.

  • Engineering Applications of Soft Computing

    af Margarita-Arimatea Díaz-Cortés, Erik Cuevas, Raúl Rojas ...
    Serier serie Engineering (R0)
    This book bridges the gap between Soft Computing techniques and their applications to complex engineering problems. In each chapter we endeavor to explain the basic ideas behind the proposed applications in an accessible format for readers who may not possess a background in some of the fields. Therefore, engineers or practitioners who are not familiar with Soft Computing methods will appreciate ... Læs mere

    756,36 kr.

  • High Performance Computing

    Third Latin American Conference, CARLA 2016, Mexico City, Mexico, August 29–September 2, 2016, Revised Selected Papers

    Redigeret af Carlos Jaime Barrios Hernández, Isidoro Gitler, Jaime Klapp ...
    Serier serie Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the Third Latin American Conference on High Performance Computing, CARLA 2016, held in Mexico City, Mexico, in August/September 2016.The 30 papers presented in this volume were carefully reviewed and selected from 70 submissions. They are organized in topical sections named: HPC Infrastructure and Applications; Parallel Algorithms and Applications; HPC ... Læs mere

    746,92 kr.

  • Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition

    af Serkan Kiranyaz, Turker Ince, Moncef Gabbouj ...
    Serier serie Engineering (R0)
    For many engineering problems we require optimization processes with dynamic adaptation as we aim to establish the dimension of the search space where the optimum solution resides and develop robust techniques to avoid the local optima usually associated with multimodal problems. This book explores multidimensional particle swarm optimization, a technique developed by the authors that addresses ... Læs mere

    840,29 kr.

  • Metaheuristic Applications to Speech Enhancement

    af Prajna Kunche, K.V.V.S. Reddy ...
    Serier serie Engineering (R0)
    This book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers, and academic researchers in speech processing. The authors discuss why it has been a challenging ... Læs mere

    420,11 kr.

  • Parallel Processing and Applied Mathematics

    10th International Conference, PPAM 2013, Warsaw, Poland, September 8-11, 2013, Revised Selected Papers, Part II

    Redigeret af Roman Wyrzykowski, Jack Dongarra, Konrad Karczewski, Jerzy Waśniewski ...
    Serier Bog 2 - Springer Nature Proceedings Computer Science
    This two-volume-set (LNCS 8384 and 8385) constitutes the refereed proceedings of the 10th International Conference of Parallel Processing and Applied Mathematics, PPAM 2013, held in Warsaw, Poland, in September 2013. The 143 revised full papers presented in both volumes were carefully reviewed and selected from numerous submissions. The papers cover important fields of parallel/distributed/cloud ... Læs mere

    466,79 kr.