Machine learning
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Genetic Programming Theory and Practice XIX (Bog, Hardback, Engelsk)
This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm.
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Application of Machine Learning Models in Agricultural and Meteorological Sciences (Bog, Hardback, Engelsk)
The models of the current book are valuable for meteorological organizations. Meteorological and agricultural variables can be accurately estimated with this book's advanced models. The book explains how modelers use evolutionary algorithms to develop machine learning models.
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Cybernetics 2.0: A General Theory of Adaptivity and Homeostasis in the Brain and in the Body (Bog, Hardback, Engelsk)
It introduces a Hebbian-LMS algorithm, an integration of unsupervised Hebbian learning and supervised LMS... Læs mere
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Processing-in-Memory for AI: From Circuits to Systems (Bog, Hardback, Engelsk)
This book provides a comprehensive introduction to processing-in-memory (PIM) technology, from its architectures to circuits implementations on multiple memory types and describes how it can be a viable computer architecture in the era of AI and big data.
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Big Data Privacy and Security in Smart Cities (Bog, Hardback, Engelsk)
This book highlights recent advances in smart cities technologies, with a focus on new technologies such as biometrics, blockchains, data encryption, data mining, machine learning, deep learning, cloud security, and mobile security.
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Algorithmic Learning in a Random World (Bog, Hardback, Engelsk)
This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s.
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Artificial Intelligence and National Security (Bog, Hardback, Engelsk)
This book analyses the implications of the technical, legal, ethical and privacy challenges as well as challenges for human rights and civil liberties regarding Artificial Intelligence (AI) and National Security.
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Federated Learning Over Wireless Edge Networks (Bog, Hardback, Engelsk)
This book first presents a tutorial on Federated Learning (FL) and its role in enabling Edge Intelligence over wireless edge networks.
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Computer Methods, Imaging and Visualization in Biomechanics and Biomedical Engineering II: Selected Papers from the 17th International Symposium CMBBE and 5th Conference on Imaging and Visualization, September 7-9, 2021 (Bog, Hardback, Engelsk)
This book gathers selected, extended and revised contributions to the... Læs mere
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Soil-Water, Agriculture, and Climate Change: Exploring Linkages (Bog, Hardback, Engelsk)
This book presents an exploration of linkages among soil-water, agriculture, and climate change with a special focus on thematic areas for assessment, mitigation, and management of natural resources under climate change conditions.
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Machine Learning-Augmented Spectroscopies for Intelligent Materials Design (Bog, Hardback, Engelsk)
The thesis contains several pioneering results at the intersection of state-of-the-art materials characterization techniques and machine learning.
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Question Answering over Text and Knowledge Base (Bog, Hardback, Engelsk)
Eventually, open issues and future work on QA are discussed in Chapter 9.This book delivers a comprehensive overview on QA over text, QA over knowledge base, and hybrid QA systems which can be used by researchers starting in this field.
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