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Machine Understanding - Machine Perception and Machine Perception MU - Bok av Zbigniew Les & Magdalena Les - Häftad

Machine Understanding - Machine Perception and Machine Perception MU - Bok av Zbigniew Les & Magdalena Les - Häftad

This unique book discusses machine understanding (MU). This new branch of classic machine perception research focuses on perception that leads to understanding and is based on the categories of sensory objects. In this approach the visual and non-visual knowledge, in the form of visual and non-visual concepts, is used in the complex reasoning process that leads to understanding. The book presents selected new concepts, such as perceptual transformations, within the machine understanding framework,..

SEK 1296.00
1

Machine Learning Meets Quantum Physics - Bok - Häftad

Machine Learning Meets Quantum Physics - Bok - Häftad

Introduction to Material Modeling.- Kernel Methods for Quantum Chemistry.- Introduction to Neural Networks.- Building nonparametric n-body force fields using Gaussian process regression.- Machine-learning of atomic-scale properties based on physical principles.- Quantum Machine Learning with Response Operators in Chemical Compound Space.- Physical extrapolation of quantum observables by generalization with Gaussian Processes.- Message Passing..

SEK 1310.00
1

Machine Learning in Finance - From Theory to Practice - Bok av Matthew F. Dixon - Inbunden

Machine Learning in Finance - From Theory to Practice - Bok av Matthew F. Dixon - Inbunden

This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial data modeling and decision making. With the trend towards increasing computational resources and larger datasets, machine learning has grown into..

SEK 1220.00
1

Fundamentals of Pattern Recognition and Machine Learning - Bok av Ulisses Braga-Neto - Inbunden

Fundamentals of Pattern Recognition and Machine Learning - Bok av Ulisses Braga-Neto - Inbunden

This is an introductory book on Pattern Recognition, including Machine Learning methods, which is designed for a one or two-semester introductory course in Pattern Recognition or Machine Learning at the graduateor advanced undergraduate level. It can also be used for self-study or as a supplemental text for courses in Machine Learning, Bioinformatics, and Materials Informatics.The purpose of the book is to be concise but thorough: the text avoids being verbose; it is selective, meaning that..

SEK 1070.00
1

Nature-Inspired Computation in Data Mining and Machine Learning - Bok - Häftad

Nature-Inspired Computation in Data Mining and Machine Learning - Bok - Häftad

This book reviews the latest developments in nature-inspired computation, with a focus on the cross-disciplinary applications in data mining and machine learning. Data mining, machine learning and nature-inspired computation are current hot research topics due to their importance in both theory and practical applications. Adopting an application-focused approach, each chapter introduces a specific topic, with detailed descriptions of relevant algorithms, extensive literature reviews and implementation..

SEK 1696.00
1

Nature-Inspired Computation in Data Mining and Machine Learning - Bok - Inbunden

Nature-Inspired Computation in Data Mining and Machine Learning - Bok - Inbunden

This book reviews the latest developments in nature-inspired computation, with a focus on the cross-disciplinary applications in data mining and machine learning. Data mining, machine learning and nature-inspired computation are current hot research topics due to their importance in both theory and practical applications. Adopting an application-focused approach, each chapter introduces a specific topic, with detailed descriptions of relevant algorithms, extensive literature reviews and implementation..

SEK 2006.00
1