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Machine Learning and Data Mining Applications in Power Systems

Author:Leonowicz Zbigniew, Jasiński Michał
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: This Special Issue was intended as a forum to advance research and apply machine-learning and data-…

Health and Public Health Applications for Decision Support Using Machine Learning

Author:Rodrigues Pedro Miguel, Lobo Marques João Alexandre, Madeiro João Paulo do Vale
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: "Health and Public Health Applications for Decision Support Using Machine Learning" is a reprint th…

Advances in Machine Learning and Mathematical Modeling for Optimization Problems

Author:Rivest Francois, Chehri Abdellah
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: Machine learning and deep learning have made tremendous progress over the last decade and have beco…

Machine Learning in Sensors and Imaging

Author:Nam Hyoungsik
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: Machine learning is extending its applications in various fields, such as image processing, the Int…

Machine Learning for Biomedical Application

Author:Strzelecki Michał, Badura Pawel
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: Biomedicine is a multidisciplinary branch of medical science that consists of many scientific disci…

Computational Optimizations for Machine Learning

Author:Gabbay Freddy
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: The present book contains the 10 articles finally accepted for publication in the Special Issue “Co…

Gaussian Processes for Machine Learning

Author:Rasmussen Carl Edward, Williams Christopher K. I
Publisher:The MIT Press
Abstract: A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, …

Machine Learning for Data Streams

Author:Bifet Albert, Gavaldà Ricard, Holmes Geoff, Pfahringer Bernhar
Publisher:The MIT Press
Abstract: A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with exa…

Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications

Author:Bianchini Monica, Sampoli Maria Lucia
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: Mathematical modeling is routinely used in physical and engineering sciences to help understand com…

Statistical Data Modeling and Machine Learning with Applications

Author:Gocheva-Ilieva Snezhana
Publisher:MDPI - Multidisciplinary Digital Publishing Institute
Abstract: The modeling and processing of empirical data is one of the main subjects and goals of statistics. …
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