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Industrial Applications of Machine Learning (Chapman & Hall/Crc Data Mining and Knowledge Discovery) - Hardcover

Buch 50 von 56: Chapman & Hall/CRC Data Mining and Knowledge Discovery

Larraaga, Pedro; Ogbechie, Alberto; Diaz-rozo, Javier; Atienza, David; Bielza, Concha

 
9780815356226: Industrial Applications of Machine Learning (Chapman & Hall/Crc Data Mining and Knowledge Discovery)
Hardcover
ISBN 10: 0815356226 ISBN 13: 9780815356226
Verlag: Taylor & Francis Inc, 2018

Inhaltsangabe

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society. It explores machine learning fundamentals, and includes four case studies that address a real-world problem in the manufacturing or logistics domains, and approaches machine learning solutions from an application-oriented point of view. The book should be of special interest to researchers interested in real-world industrial problems.

Features

  • Describes the opportunities, challenges, issues, and trends offered by the fourth industrial revolution

  • Provides a user-friendly introduction to machine learning with examples of cutting-edge applications in different industrial sectors

  • Includes four case studies addressing real-world industrial problems solved with machine learning techniques

  • A dedicated website for the book contains the datasets of the case studies for the reader's reproduction, enabling the groundwork for future problem-solving

    • Uses of three of the most widespread software and programming languages within the engineering and data science communities, namely R, Python, and Weka

    • Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Über die Autorin bzw. den Autor

    Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza

    „Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Verlag
    Taylor & Francis Inc
    Erscheinungsdatum
    2018
    Sprache
    Englisch
    ISBN 10 
    0815356226
    ISBN 13 
    9780815356226
    Einband
    Gebundene Ausgabe
    Anzahl der Seiten
    344
    Kontakt zum Hersteller
    Nicht verfügbar
    Verantwortliche Person
    Taylor & Francis Verlag GmbH
    GPSR@taylorandfrancis.com

    Kaufingerstraße 24, 80331 München, Germany
    München
    Deutschland