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This book constitutes the refereed proceedings of the Second International Workshop on Context-Aware Surgical Theaters, OR 2.0 2019, and;
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in both developing new machine learning methods and applications of existing methods to solve challenging problems in clinical neuroimaging;
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learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning Part III: machine learning;
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This issue of Neuroimaging Clinics of North America focuses on Artificial Intelligence and Machine Learning and is edited by Dr. Reza;
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context-aware intelligent applications and services. The presented machine learning-based techniques can be employed in a wide range of real-world;
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This book constitutes the revised selected papers from the 4th International Workshop on Machine Learning and Interpretation;
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This textbook explores the current challenges in and future prospects of context-aware pervasive systems and applications. The phenomenal;
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in Medical Image Computing, iMIMIC 2019, and the 9th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2019, held;
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Learn how to apply test-driven development (TDD) to machine-learning algorithms - and catch mistakes that could sink your analysis. In this;
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illustrate many ideas and includes numerous examples that pertain specifically to popular operating systems such as UNIX, Solaris 2, Windows NT and;
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learning task, with the overarching goal of balancing the two optimally. The book first motivates extreme-edge computing in the context;
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Machine Learning is an area of artificial intelligence involving the development of algorithms to discover trends and patterns;
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of applications targeting the Java 2 platform, and is the basis for its security capabilities. This book was written by those directly responsible for the;
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to illustrate many ideas and includes numerous examples that pertain specifically to popular operating systems such as UNIX, Solaris 2;
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want to implement various machine-learning concepts in the context of Spark ML, this book is for you. You should be well versed with the Scala and;
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Within the healthcare domain, big data is defined as any ``high volume, high diversity biological, clinical, environmental, and lifestyle;
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submissions. They present and discuss new trends in deep and reinforcement learning, pattern recognition and classification for networks, machine;
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theoretical understanding of learning in modern mobile-connected societies. Context-aware mobile learning takes advantage of cell phone, mobile, and;
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theoretical understanding of learning in modern mobile-connected societies. Context-aware mobile learning takes advantage of cell phone, mobile, and;
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understanding of diseases that lead to cognitive decline. Reviews the clinical aspects and subtypes of dementia Explains;
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, Reliability and Security in Information Systems, CD-ARES 2016, and the Workshop on Privacy Aware Machine Learning for Health Data Science, PAML 2016;
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submissions. They present and discuss new trends in deep and reinforcement learning, patternrecognition and classi cation for networks, machine;
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Machine learning and big data is hot. It is, however, virtually unused in clinical trials. This is so, because randomization is applied to;
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clinical practice. One cluster of chapters addresses developmental concerns as children and adolescents with learning disorders approach young;
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from 48 submissions. They present new trends in the following topics: Deep and reinforcement learning; Pattern recognition and classification;
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