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Artificial Intelligence (R0) Serie de eBooks

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  • Explainable AI for Evolutionary Computation

    Edición de Niki van Stein, Anna V. Kononova ...
    Series series Artificial Intelligence (R0)
    This book explores the intersection between explainable artificial intelligence (XAI) and evolutionary computation (EC). In recent years, the fields of XAI and EC have emerged as vital areas of study within the broader domain of artificial intelligence and computational intelligence. XAI seeks to address the pressing demand for transparency and interpretability in AI systems, enabling their ... Leer más

    $179.99 USD

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  • Automated Machine Learning

    Methods, Systems, Challenges

    Edición de Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...
    Series series The Springer Series on Challenges in Machine Learning
    This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... Leer más

    Gratis

  • Deep Neural Networks and Data for Automated Driving

    Robustness, Uncertainty Quantification, and Insights Towards Safety

    Edición de Tim Fingscheidt, Hanno Gottschalk, Sebastian Houben ...
    Series series Engineering (R0)
    This open access book brings together the latest developments from industry and research on automated driving and artificial intelligence.Environment perception for highly automated driving heavily employs deep neural networks, facing many challenges. How much data do we need for training and testing? How to use synthetic data to save labeling costs for training? How do we increase robustness and ... Leer más

    Gratis

  • Efficient Learning Machines

    Theories, Concepts, and Applications for Engineers and System Designers

    de Rahul Khanna, Mariette Awad ...
    Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural ... Leer más

    Gratis

  • Artificial Life and Computational Intelligence

    Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 – February 2, 2017, Proceedings

    Edición de Markus Wagner, Tim Hendtlass, Xiaodong Li ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the Third Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2017, held in Geelong, VIC, Australia, in January/February 2017.The 32 papers presented in this volume were carefully reviewed and selected from 47 submissions. They were organized in topical sections named: artificial life and computational intelligence and ... Leer más

    $49.49 USD

  • Advances in Artificial Intelligence

    31st Canadian Conference on Artificial Intelligence, Canadian AI 2018, Toronto, ON, Canada, May 8–11, 2018, Proceedings

    Edición de Ebrahim Bagheri, Jackie C.K. Cheung ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 31th Canadian Conference on Artificial Intelligence, Canadian AI 2018, held in Toronto, ON, Canada, in May 2018.The 16 regular papers and 18 short papers presented together with 7 Graduate Student Symposium papers and 4 Industry Track papers were carefully reviewed and selected from 72 submissions. The focus of the conference was on artificial ... Leer más

    $49.99 USD

  • Machine Learning and Knowledge Discovery in Databases. Research Track

    European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I

    Edición de Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.The 210 full papers presented in these ... Leer más

    $98.09 USD

  • Integrated Design of Multiscale, Multifunctional Materials and Products

    de David L. McDowell, Jitesh Panchal, Hae-Jin Choi, Carolyn Seepersad, Janet Allen, Farrokh Mistree ...
    Integrated Design of Multiscale, Multifunctional Materials and Products is the first of its type to consider not only design of materials, but concurrent design of materials and products. In other words, materials are not just selected on the basis of properties, but the composition and/or microstructure iw designed to satisfy specific ranged sets of performance requirements. This book presents ... Leer más

    $86.99 USD

  • Artificial Intelligence in Manufacturing

    Concepts and Methods

    Edición de Masoud Soroush, Richard D Braatz ...
    Artificial Intelligence in Manufacturing: Concepts and Methods explains the most successful emerging techniques for applying AI to engineering problems. Artificial intelligence is increasingly being applied to all engineering disciplines, producing more insights into how we understand the world and allowing us to create products in new ways. This book unlocks the advantages of this technology for ... Leer más

    $179.99 USD

  • Advances in Intelligent Data Analysis XVII

    17th International Symposium, IDA 2018, ’s-Hertogenbosch, The Netherlands, October 24–26, 2018, Proceedings

    Edición de Wouter Duivesteijn, Arno Siebes, Antti Ukkonen ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the conference proceedings of the 17th International Symposium on Intelligent Data Analysis, which was held in October 2018 in ‘s-Hertogenbosch, the Netherlands. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The 29 full papers presented in this book were carefully reviewed and selected from 65 submissions. The papers ... Leer más

    $49.99 USD

  • Bridging the Gap Between AI and Reality

    First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Proceedings

    Edición de Bernhard Steffen ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the First International Conference on Bridging the Gap between AI and Reality, AISoLA 2023, which took place in Crete, Greece, in October 2023.The papers included in this book focus on the following topics: The nature of AI-based systems; ethical, economic and legal implications of AI-systems in practice; ways to make controlled use of AI via the various ... Leer más

    $71.99 USD

  • Applications of Evolutionary Computation

    29th European Conference, EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8–10, 2026, Proceedings, Part I

    Edición de Pablo García-Sánchez, Josefa Díaz Álvarez, Aidan Murphy ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    This two-volume set constitutes the refereed proceedings of the 29th European Conference on Applications of Evolutionary Computation, EvoApplications 2026, held as part of EvoStar 2026, in Toulouse, France, during April 8–10, 2026, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EuroGP.The 40 full papers and 27 short papers presented in this book were carefully reviewed and selected ... Leer más

    $80.99 USD