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Deep Learning in Computational Mechanics
This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural …
Modeling Fuzzy Spatiotemporal Data with XML
This book offers in-depth insights into the rapidly growing topic of technologies and approaches to modeling fuzzy spatiotemporal data with XML. The topics covered include …
Algebraic Techniques and Their Use in Describing and Processing Uncertainty
This book discusses heuristic methods – methods lacking a solid theoretical justification – which are ubiquitous in numerous application areas, and explains techniques that can …
Interactions Between Computational Intelligence and Mathematics
This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, …
Computational Intelligence in Emerging Technologies for Engineering Applications
This book explores applications of computational intelligence in key and emerging fields of engineering, especially with regard to condition monitoring and fault diagnosis, inverse …
Medical Informatics and Bioimaging Using Artificial Intelligence
This book emphasizes the latest developments and achievements in artificial intelligence and related technologies, focusing on the applications of artificial intelligence and …
Applications of Hybrid Metaheuristic Algorithms for Image Processing
This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. …
Understanding COVID-19: The Role of Computational Intelligence
This book provides a comprehensive description of the novel coronavirus infection, spread analysis, and related challenges for the effective combat and treatment. With a detailed …
Applications of Artificial Intelligence in Business, Education and Healthcare
This book focuses on the implementation of Artificial Intelligence in Business, Education and Healthcare, It includes research articles and expository papers on the applications of …
Modern Approaches for Intelligent Information and Database Systems
This book offers a unique blend of reports on both theoretical models and their applications in the area of Intelligent Information and Database Systems. The reports cover a broad …
User Experience Design in the Era of Automated Driving
This book is dedicated to user experience design for automated driving to address humane aspects of automated driving, e.g., workload, safety, trust, ethics, and acceptance. …
Soft Computing: Biomedical and Related Applications
This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac …