Der er 9 underkategorier
Machine learning
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Artificial Intelligence Techniques in IoT Sensor Networks (Bog, Hardback, Engelsk)This book explores the frontiers and challenges of applying Artificial Intelligence (AI) techniques to Sensor Networks. It covers how sensor... Læs mere
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Human and Machine Learning: Visible, Explainable, Trustworthy and Transparent (Bog, Hardback, Engelsk)Levering: 6 - 9 hverdage -
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Empirical Approach to Machine Learning (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Compressed Sensing and Its Applications: Third International MATHEON Conference 2017 (Bog, Hardback, Engelsk)The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin.
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Machine Learning for Signal Processing: Data Science, Algorithms, and Computational Statistics (Bog, Hardback, Engelsk)Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial... Læs mere
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Beyond the Worst-Case Analysis of Algorithms (Bog, Hardback, Engelsk)Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are... Læs mere
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Practical Smoothing: The Joys of P-splines (Bog, Hardback, Engelsk)P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a... Læs mere
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Optimal Estimation of Parameters (Bog, Hardback, Engelsk)This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a powerful new tool, the generalized maximum capacity... Læs mere
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Model-Based Clustering and Classification for Data Science: With Applications in R (Bog, Hardback, Engelsk)This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data... Læs mere
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Machine Learning for Speaker Recognition (Bog, Hardback, Engelsk)Understand fundamental and advanced statistical and deep learning models for robust speaker recognition and domain adaptation. Presenting state-of-the-art machine... Læs mere
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Information-Theoretic Methods in Data Science (Bog, Hardback, Engelsk)The first unified treatment of the interface between information theory and emerging topics in data science, written in a clear, tutorial style. Covering... Læs mere
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