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Engineering (R0) Bogserier

1 - 12 af 12 resultater
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  • Machine Learning Paradigms

    Artificial Immune Systems and their Applications in Software Personalization

    af George A. Tsihrintzis, Dionisios N. Sotiropoulos ...
    Serier serie Engineering (R0)
    The topic of this monograph falls within the, so-called, biologically motivated computing paradigm, in which biology provides the source of models and inspiration towards the development of computational intelligence and machine learning systems. Specifically, artificial immune systems are presented as a valid metaphor towards the creation of abstract and high level representations of biological ... Læs mere

    840,61 kr.

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  • Computational Intelligence And Its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network And Support Vector Machine Techniques

    af Hung Tan Nguyen, Steve Sai Ho Ling, Hak-keung Lam ...
    This book focuses on computational intelligence techniques and their applications — fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers ... Læs mere

    416,92 kr.

  • Statistical and Machine Learning Approaches for Network Analysis

    af Subhash C. Basak, Matthias Dehmer ...
    Serier Bog 707 - Wiley Series in Computational Statistics
    Explore the multidisciplinary nature of complex networks through machine learning techniquesStatistical and Machine Learning Approaches for Network Analysis provides an accessible framework for structurally analyzing graphs by bringing together known and novel approaches on graph classes and graph measures for classification. By providing different approaches based on experimental data, the book ... Læs mere

    1.001,49 kr.

  • Kernel Methods and Machine Learning

    af S. Y. Kung ...
    Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for kernel-based supervised and unsupervised learning models. The first of the theorems establishes a condition, arguably necessary and sufficient, for the kernelization of learning models. In addition, several other theorems are devoted to ... Læs mere

    962,13 kr.

  • Genetic and Evolutionary Computation

    Medical Applications

    Redigeret af Stefano Cagnoni, Stephen L. Smith ...
    Genetic and Evolutionary Computation: Medical Applications provides an overview of the range of GEC techniques being applied to medicine and healthcare in a context that is relevant not only for existing GEC practitioners but also those from other disciplines, particularly health professionals. There is rapidly increasing interest in applying evolutionary computation to problems in medicine, but ... Læs mere

    1.001,49 kr.

  • Rough-Fuzzy Pattern Recognition

    Applications in Bioinformatics and Medical Imaging

    af Pradipta Maji, Sankar K. Pal ...
    Serier Bog 3 - Wiley Series in Bioinformatics
    Learn how to apply rough-fuzzy computing techniques to solve problems in bioinformatics and medical image processingEmphasizing applications in bioinformatics and medical image processing, this text offers a clear framework that enables readers to take advantage of the latest rough-fuzzy computing techniques to build working pattern recognition models. The authors explain step by step how to ... Læs mere

    912,99 kr.

  • Bayesian Networks in R

    with Applications in Systems Biology

    af Radhakrishnan Nagarajan, Marco Scutari, Sophie Lèbre ...
    Serier serie Mathematics and Statistics (R0)
    Bayesian Networks in R with Applications in Systems Biology is unique as it introduces the reader to the essential concepts in Bayesian network modeling and inference in conjunction with examples in the open-source statistical environment R. The level of sophistication is also gradually increased across the chapters with exercises and solutions for enhanced understanding for hands-on ... Læs mere

    793,91 kr.

  • Graphical Models with R

    af Steffen Lauritzen, David Edwards, Søren Højsgaard ...
    Serier serie Mathematics and Statistics (R0)
    Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments of graphical models, a number of different graphical modeling software programs have been written over the years. In recent years many of these software developments have taken place within the R community, either in the form of new ... Læs mere

    747,20 kr.

  • Introduction to Data Mining for the Life Sciences

    af Rob Sullivan ...
    Serier serie Biomedical and Life Sciences (R0)
    Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist within. Traditionally, techniques such as kernel learning methods, pattern recognition, and data mining, have been the domain of researchers in areas such as artificial intelligence, but leveraging these tools, techniques, and concepts against your data asset to ... Læs mere

    1.868,14 kr.

  • Guide to Medical Image Analysis

    Methods and Algorithms

    af Klaus D. Toennies ...
    Serier serie Computer Science (R0)
    This book presents a comprehensive overview of medical image analysis. Practical in approach, the text is uniquely structured by potential applications. Features: presents learning objectives, exercises and concluding remarks in each chapter, in addition to a glossary of abbreviations; describes a range of common imaging techniques, reconstruction techniques and image artefacts; discusses the ... Læs mere

    653,79 kr.

  • Introduction to Deep Learning for Healthcare

    af Cao Xiao, Jimeng Sun ...
    Serier serie Computer Science (R0)
    This textbook presents deep learning models and their healthcare applications. It focuses on rich health data and deep learning models that can effectively model health data. Healthcare data: Among all healthcare technologies, electronic health records (EHRs) had vast adoption and a significant impact on healthcare delivery in recent years. One crucial benefit of EHRs is to capture all the patient ... Læs mere

    560,38 kr.

  • Multivariate Statistical Process Control

    Process Monitoring Methods and Applications

    af Zhiqiang Ge, Zhihuan Song ...
    Serier serie 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 ... Læs mere

    1.027,44 kr.