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Granular video computing: with rough sets, deep learning and in iot, Chakraborty, Debarati B


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Автор: Chakraborty, Debarati B
Название:  Granular video computing: with rough sets, deep learning and in iot
Перевод названия: Санкар Кумар Пал: Детальные вычисления видео. С грубыми наборами, глубоким обучением и в ИВ
ISBN: 9789811227110
Издательство: World Scientific Publishing
Классификация:
ISBN-10: 981122711X
Обложка/Формат: Hardback
Страницы: 256
Вес: 0.52 кг.
Дата издания: 03.03.2021
Серия: Computing & IT
Язык: English
Размер: 211 x 150 x 13
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Neural networks & fuzzy systems, COMPUTERS / Computer Vision & Pattern Recognition,COMPUTERS / Expert Systems
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Поставляется из: Англии
Описание: This volume links the concept of granular computing using deep learning and the Internet of Things to object tracking for video analysis. It describes how uncertainties, involved in the task of video processing, could be handled in rough set theoretic granular computing frameworks. Issues such as object tracking from videos in constrained situations, occlusion/overlapping handling, measuring of the reliability of tracking methods, object recognition and linguistic interpretation in video scenes, and event prediction from videos, are the addressed in this volume. The book also looks at ways to reduce data dependency in the context of unsupervised (without manual interaction/ labeled data/ prior information) training.This book may be used both as a textbook and reference book for graduate students and researchers in computer science, electrical engineering, system science, data science, and information technology, and is recommended for both students and practitioners working in computer vision, machine learning, video analytics, image analytics, artificial intelligence, system design, rough set theory, granular computing, and soft computing.


Granular Computing and Decision-Making

Автор: Witold Pedrycz; Shyi-Ming Chen
Название: Granular Computing and Decision-Making
ISBN: 3319168282 ISBN-13(EAN): 9783319168289
Издательство: Springer
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Цена: 22203.00 р.
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Описание:

Granularity Helps Explain Seemingly Irrational Features of Human Decision Making.- A Comprehensive Granular Model for Decision Making with Complex Data.-Granularity in Economic Decision Making: An Interdisciplinary Review.- Decision Makers' Opinions Changing Attitude-Driven Consensus Model under Linguistic Environment and Its Application in Dynamic MAGDM.- Using Computing with Words for Managing Non-Cooperative Behaviors in Large Scale Group Decision Making.- A Type-2 Fuzzy Logic Approach for Multi-Criteria Group Decision Making.- Multi-Criteria Influence Diagrams - A Tool for the Sequential Group Risk Assessment.-Consensus Modeling under Fuzziness - A Dynamic Approach with Random Iterative Steps.- Decision Making - Interactive and Interactive Approaches.- Collaborative Decision Making by Ensemble Rule Based Classification Systems.- A GDM Method Based on Granular Computing for Academic Library Management.- Spatial-taxon Information Granules as Used in Iterative Fuzzy-Decision-Making for Image Segmentation.- Group Decision Making in Fuzzy Environment - An Iterative Procedure Based on Group Dynamics.- Fuzzy Optimization in Decision Making of Air Quality Management.- Group Decision Making in Fuzzy Environment - An Iterative Procedure Based on Group Dynamics.- Fuzzy Optimization in Decision Making of Air Quality Management.

An Introduction to Computing with Fuzzy Sets: Analysis, Design, and Applications

Автор: Pedrycz Witold
Название: An Introduction to Computing with Fuzzy Sets: Analysis, Design, and Applications
ISBN: 3030527999 ISBN-13(EAN): 9783030527990
Издательство: Springer
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Описание: This book provides concise yet thorough coverage of the fundamentals and technology of fuzzy sets. Timely topics and recent advances in fuzzy modeling and its principles, neurocomputing, fuzzy set estimation, granulation-degranulation, and fuzzy sets of higher type and order are discussed.


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