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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 Foundations - Bok av Taeho Jo - Inbunden

Machine Learning Foundations - Bok av Taeho Jo - Inbunden

This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of four parts: foundation, supervised learning, unsupervised learning, and advanced learning. The first part provides the fundamental materials, background, and simple machine learning algorithms, as the preparation for studying machine learning algorithms. The second and the third parts provide understanding of the supervised learning algorithms..

SEK 2196.00
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

Metaheuristics in Machine Learning: Theory and Applications - Bok - Inbunden

Metaheuristics in Machine Learning: Theory and Applications - Bok - Inbunden

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and deep learning. The chapters were classified based on the content; then, the sections are thematic. Different applications and implementations are included; in this sense, the book provides theory and practical content with novel machine learning and metaheuristic algorithms.The chapters were compiled using..

SEK 2356.00
1

Human and Machine Learning - Visible, Explainable, Trustworthy and Transparent - Bok - Häftad

Human and Machine Learning - Visible, Explainable, Trustworthy and Transparent - Bok - Häftad

With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of \black-box\ in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness..

SEK 986.00
1