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280,703 results for machine learning

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  1. Book Full text

    Scientific Machine Learning

    Bhuyan, Bikram Pratim; Saadi, Amylia Ait; Meraihi, Yassine et al.

    Springer Nature Singapore · 2027 · English · HAL

    International audience

  2. Book Full text

    Metaheuristics for Machine Learning

    Eddaly, Mansour; Jarboui, Bassem; Siarry, Patrick

    Springer Nature Singapore · 2023 · English · HAL

    International audience

  3. Book Full text

    Optimization and Machine Learning

    Siarry, Patrick; Chelouah, Rachid

    Wiley · 2022 · English · HAL

    International audience

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  1. Book Full text

    Optimization and Machine learning

    Chelouah, Rachid

    2022 · English · HAL

    International audience

  2. Book Full text

    Machine Learning in Quantum Sciences

    Dawid, Anna; Arnold, Julian; Requena, Borja et al.

    Cambridge University Press · 2025 · English · HAL

    …experts. After presenting the key concepts and foundations of machine learning, a subfield of artificial intelligence, its applications in quantum chemistry and physics are presented in an accessible way, enabling readers to engage with emerging literature on machine learning in science. By…

  3. Book Full text

    Machine Learning for Brain Disorders

    Colliot, Olivier

    Springer · 2023 · English · HAL

    This book provides readers with an up-to-date and comprehensive guide to both methodological and applicative aspects of machine learning (ML) for brain disorders. The chapters in this book are organized into five parts. Part One presents the fundamentals of ML. Part Two looks at the main types of…

  4. Book Full text

    Machine Learning in Geomechanics 1: Overview of Machine Learning, Unervised Learning, Regression, Classification and Artificial Neural Networks

    Stefanou, Ioannis; Darve, Félix

    Wiley · 2024 · English · HAL

    Machine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics.The two volumes of Machine Learning in Geomechanics aim to…

  5. Journal Article Full text

    The Disparate Impact of Artificial Intelligence and Machine Learning

    Polek, Christine; Sandy, Shastri

    Colorado Technology Law Journal · 2023 · English · Law Review Commons

  6. Book Full text

    Random Matrix Methods for Machine Learning

    Couillet, Romain; Liao, Zhenyu

    Cambridge University Press · 2022 · English · HAL

    This book presents a unified theory of random matrices for applications in machine learning, offering a large-dimensional data vision that exploits concentration and universality phenomena. This enables a precise understanding, and possible improvements, of the core mechanisms at play in real-world…

  7. Thesis / Dissertation Full text

    Klasifikasi Penjurusan Siswa Smadenganmenggunakan Algoritma Machine Learning

    Febrian, Ruben

    2024 · Indonesian · Institutional Repository

    …dalam proses penjurusan makadimanfaatkannya algoritma klasifikasi machine learning dalamproses penjurusansiswa. Dalam melakukan klasifikasi machine learning, penelitianini menggunakan empat algoritma machine learning yaitu K-Nearest Neighbors, Support Vector Machine, Random Forest dan Naïve Bayes…

  8. Journal Article Full text

    Precision Machine Learning

    Michaud, Eric J.; Liu, Ziming; Tegmark, Max

    Entropy (Basel) · 2023 · English · PubMed Central

    We explore unique considerations involved in fitting machine learning (ML) models to data with very high precision, as is often required for science applications. We empirically compare various function approximation methods and study how they scale with increasing parameters and data. We find that…

  9. Journal Article Full text

    Machine learning automation

    Xu, Zongben; Zhou, Zhi-Hua; Zhu, Wenwu

    Natl Sci Rev · 2024 · English · PubMed Central

  10. Journal Article Full text

    Machine Learning Algorithms

    Sanders, William E.; Khedraki, Rola; Rabbat, Mark et al.

    JACC Adv · 2023 · English · PubMed Central

  11. Book Full text

    Machine Learning for Factor Investing : Python Version

    Coqueret, Guillaume; Guida, Tony

    Chapman and Hall/CRC · 2023 · English · HAL

    Machine learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. ML tools are increasingly adopted by hedge funds and asset managers, notably for alpha signal generation and stocks selection. The technicality of the subject can make it hard for…

  12. Book Full text

    xMLC - A Toolkit for Machine Learning Control

    Cornejo Maceda, Guy, Y.; Lusseyran, Francois; Noack, Bernd, R.

    Technische Universität Braunschweig · 2022 · English · HAL

    xMLC is the second book of this `Machine Learning Tools in Fluid Mechanics' Series and focuses on Machine Learning Control (MLC). The objectives of this book are two-fold: First, provide an introduction to MLC for students, researchers, and newcomers on the field; and second, share an open-source…

  13. Book Full text

    Informed Machine Learning

    Schulz, Daniel; Bauckhage, Christian

    Springer Nature · 2025 · English · OAPEN

    This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced…

    Also available at: DOAB

  14. Book Full text

    Practical Machine Learning

    Nyamawe, Ally S.; Mjahidi, Mohamedi M.; Nnko, Noe E. et al.

    Taylor & Francis · 2025 · English · OAPEN

    The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application…

    Also available at: DOAB

  15. Book

    Applied Machine Learning

    Dudek, Grzegorz

    MDPI - Multidisciplinary Digital Publishing Institute · 2023 · English · DOAB

    This reprint focuses on applications of machine learning models in a diverse range of fields and problems. It reports substantive results on a wide range of learning methods; discusses the conceptualization of problems, data representation, feature engineering, machine learning models; undertakes…

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