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Biomedical and Other Applications of Soft Computing (Studies in Computational Intelligence, nr. 1045)

Editat de Nguyen Hoang Phuong, Vladik Kreinovich
Notă GoodReads:
en Limba Engleză Hardback – 12 Nov 2022
This book describes current and potential use of artificial intelligence and computational intelligence techniques in biomedicine and other application areas. Medical applications range from general diagnostics to processing of X-ray images to e-medicine-related privacy issues.
Medical community understandably prefers methods that have been successful other on other application areas, where possible mistakes are not that critical. This book describes many promising methods related to deep learning, fuzzy techniques, knowledge graphs, and quantum computing. It also describes the results of testing these new methods in communication networks, education, environmental studies, food industry, retail industry, transportation engineering, and many other areas. 
This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications—and to further develop this important research direction.

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Specificații

ISBN-13: 9783031085796
ISBN-10: 3031085795
Ilustrații: IX, 276 p. 87 illus., 66 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția: 1st ed. 2023
Editura: Springer
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării: Cham, Switzerland

Cuprins

Question-Answering System over Knowledge Graphs using Analogical-Problem-Solving Approach.- Fuzzy Transform on Manifolds.- Fuzzy Transform on Manifolds.- Freedom of Will, Physics, and Human Intelligence: An Idea.- SDN delay prediction using machine learning algorithms.- Stochastic Simulations of Airborne Particles in a Fibre Matrix.- Similar Vietnamese Document Detection in Online Assignment Submission System.- A Study of Causal Modeling with Time Delay for Frost Forecast Using Machine Learning from Data.

Textul de pe ultima copertă

This book describes current and potential use of artificial intelligence and computational intelligence techniques in biomedicine and other application areas. Medical applications range from general diagnostics to processing of X-ray images to e-medicine-related privacy issues.
Medical community understandably prefers methods that have been successful other on other application areas, where possible mistakes are not that critical. This book describes many promising methods related to deep learning, fuzzy techniques, knowledge graphs, and quantum computing. It also describes the results of testing these new methods in communication networks, education, environmental studies, food industry, retail industry, transportation engineering, and many other areas. 
This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications—and to further develop this important research direction.


Caracteristici

Presents recent research on Biomedical and Other Applications of Soft Computing
Helps to learn more about computational intelligence techniques and their biomedical applications
Written by experts in the field