Machine learning
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Evaluating Learning Algorithms: A Classification Perspective (Bog, Hardback, Engelsk)
This book gives a solid basis for conducting performance evaluations of learning algorithms in practical settings with an emphasis on... Læs mere
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Bayesian Time Series Models (Bog, Hardback, Engelsk)
'What's going to happen next?' Time series data hold the answers. This ambitious book is the first unified treatment of the emerging knowledge-base in Bayesian time series... Læs mere
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Neural Network Learning: Theoretical Foundations (Bog, Hardback, Engelsk)
This book describes theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and... Læs mere
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Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels (Bog, Hardback, Engelsk)
Machine learning methods are used in various fields in environmental sciences today. This is the first single-authored... Læs mere
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The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data (Bog, Hardback, Engelsk)
Presents a comprehensive discussion of the state-of-the-art in text mining and link detection. In addition to providing an... Læs mere
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The Creative Process: A Computer Model of Storytelling and Creativity (Bog, Hardback, Engelsk)
This text presents a theory of creativity that addresses some of the problems which must be solved to build a creative computer. It also presents an exploration of the goals and plans needed to write simple short stories.
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Machine Intelligence: Perspectives on the Computational Model (Bog, Hardback, Engelsk)
Beginning with a seminal paper by Alan Turing, this volume presents the ideas behind the vision of mentality as computation and some... Læs mere
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Generative Adversarial Networks and Deep Learning: Theory and Applications (Bog, Hardback, Engelsk)
This book explores how to use generative adversarial networks in a variety of applications and emphasises their substantial... Læs mere
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Evolutionary Intelligence for Healthcare Applications (Bog, Hardback, Engelsk)
This book highlights various evolutionary algorithm techniques for various medical conditions and introduces medical applications of evolutionary computation for real-time diagnosis.
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Applications of Machine Learning and Deep Learning on Biological Data (Bog, Hardback, Engelsk)
This book provides readers a comprehensive understanding of the application of machine Learning and deep Learning in proteomics,... Læs mere
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Online Learning Systems: Methods and Applications with Large-Scale Data (Bog, Hardback, Engelsk)
This book discusses the newest approach to online learning systems in higher education. As e-learning platforms change their... Læs mere
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