Lie Group Machine Learning

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This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory

Cohomological and Geometric Approaches to Rationality Problems

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Rationality problems link algebra to geometry, and the difficulties involved depend on the transcendence degree of $K$ over $k$, or geometrically, on the dimens

Fault Detection, Diagnosis and Prognosis

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This book presents the main concepts, state of the art, advances, and case studies of fault detection, diagnosis, and prognosis. This topic is a critical variab

Metaheuristics in Machine Learning: Theory and Applications

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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 evolut

Macrolide Antibiotics

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There are only very few chemical classes of antibiotics in medical use, and these have originated over a span of more than 60 years of research. Almost half a c