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Top Series in United States

Showing 1 - 12 of 12 results for “marcus kubsch
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  • Applying Machine Learning in Science Education Research

    When, How, and Why?

    Series series Springer Texts in Education
    This open access textbook offers science education researchers a hands-on guide for learning, critically examining, and integrating machine learning (ML) methods into their science education research projects. These methods power many artificial intelligence (AI)-based technologies and are widely adopted in science education research. ML can expand the methodological toolkit of science education ... Read more

    Free

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  • xxAI - Beyond Explainable AI

    International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers

    Series series Computer Science (R0)
    This is an open access book.Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the ... Read more

    Free

  • Self-Adaptive Systems for Machine Intelligence

    by Haibo He ...
    This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and ... Read more

    $90.00 USD

  • Interpretability and Explainability in AI Using Python

    Decrypt AI Decision-Making Using Interpretability and Explainability with Python to Build Reliable Machine Learning Systems (English Edition)

    Demystify AI Decisions and Master Interpretability and Explainability TodayKey Features● Master Interpretability and Explainability in ML, Deep Learning, Transformers, and LLMs● Implement XAI techniques using Python for model transparency● Learn global and local interpretability with real-world examplesBook DescriptionInterpretability in AI/ML refers to the ability to understand and expl... ... Read more

    $19.95 USD or Free with Kobo Plus

  • The Road to General Intelligence

    Series Book 1049 - Studies in Computational Intelligence
    Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despair. The successful realization of General Intelligence (evidenced by the kind of cross-domain flexibility enjoyed by humans) will spawn an industry ... Read more

    Free

  • Introduction to Modeling Cognitive Processes

    by Tom Verguts ...
    An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments.Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a ... Read more

    $30.99 USD

  • Emotion Recognition

    A Pattern Analysis Approach

    A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signalsThis book provides a comprehensive examination of the research methodology of different modalities of emotion recognition. Key topics of discussion include facial expression, voice and biopotential signal-based emotion recognition. Special ... Read more

    $126.00 USD

  • Emergent Behavior in Complex Systems Engineering

    A Modeling and Simulation Approach

    Series series Stevens Institute Series on Complex Systems and Enterprises
    A comprehensive text that reviews the methods and technologies that explore emergent behavior in complex systems engineering in multidisciplinary fieldsIn Emergent Behavior in Complex Systems Engineering, the authors present the theoretical considerations and the tools required to enable the study of emergent behaviors in manmade systems. Information Technology is key to today’s modern world. ... Read more

    $112.00 USD

  • Thinking AI

    How Artificial Intelligence Emulates Human Understanding

    Can a computer program think like a human?“Can machines think?” Ever since Alan Turing posed this question in an influential 1950 paper, it has been central to research in artificial intelligence. More than seventy-five years after Turing’s paper, we grapple with it every time we wonder if Watson was actually smarter than Jeopardy! champions, or if ChatGPT really knows what it’s talking about. In ... Read more

    $21.99 USD

  • An Introduction to Artificial Psychology

    Application Fuzzy Set Theory and Deep Machine Learning in Psychological Research using R

    Series series Behavioral Science and Psychology (R0)
    Artificial Psychology (AP) is a highly multidisciplinary field of study in psychology. AP tries to solve problems which occur when psychologists do research and need a robust analysis method. Conventional statistical approaches have deep rooted limitations. These approaches are excellent on paper but often fail to model the real world. Mind researchers have been trying to overcome this by ... Read more

    $188.99 USD

  • Human and Machine Learning

    Visible, Explainable, Trustworthy and Transparent

    Edited by Jianlong Zhou, Fang Chen ...
    Series series Computer Science (R0)
    With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions ... Read more

    $62.99 USD

  • Explainable and Transparent AI and Multi-Agent Systems

    5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023.The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI. ... Read more

    $62.99 USD