Machine learning
Visning: Type : Alle | Sprog : Alle | Format : Alle
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Deep Learning in Biometrics (Bog, Hardback, Engelsk)This book will cover all the topics in deep learning, namely convolutional neural networks, deep belief network and stacked autoenders. The focus will be on the application of these techniques to various biometric modalities: face, iris, palmprint, and fingerprints.
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Deep Learning in Computer Vision: Principles and Applications (Bog, Hardback, Engelsk)This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community.
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Data Classification: Algorithms and Applications (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Big Data, IoT, and Machine Learning: Tools and Applications (Bog, Hardback, Engelsk)This book discusses the Internet of Things (IoT) and Data Analytics from a technical, application, and business point of view. It describes... Læs mere
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A Beginner’s Guide to Image Shape Feature Extraction Techniques (Bog, Hardback, Engelsk)This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification.... Læs mere
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X-Machines for Agent-Based Modeling: FLAME Perspectives (Bog, Paperback / softback, Engelsk)This book discusses various aspects of agent-based modeling and simulation using FLAME (Flexible Large-scale Agent-Based Modeling Environment).... Læs mere
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Transforming Management Using Artificial Intelligence Techniques (Bog, Hardback, Engelsk)This book redefines management practices using Artificial Intelligence by providing a new approach. It offers a detailed,... Læs mere
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Supervised Machine Learning: Optimization Framework and Applications with SAS and R (Bog, Hardback, Engelsk)AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life... Læs mere
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Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies (Bog, Paperback / softback, Engelsk)This book introduces reinforcement learning, and provides novel ideas and use cases to demonstrate the benefits of using reinforcement learning for Cyber Physical Systems. Two important case studies on applying reinforcement learning to cybersecurity problems are included.
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Regularization, Optimization, Kernels, and Support Vector Machines (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Model-Based Machine Learning (Bog, Hardback, Engelsk)A fundamental challenge when using machine learning is connecting the abstract mathematics of a machine learning technique to real world problems. This book tackles this... Læs mere
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Mathematics and Programming for Machine Learning with R: From the Ground Up (Bog, Hardback, Engelsk)Based on the author’s experience teaching data science for more than 10 years, Mathematics and R Programming for Machine Learning reveals how machine learning algorithms do their magic and explains how logic can be implemented in code.
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