Granular computing and big data advancements /

Bibliographic Details
Corporate Author:	IGI Global Online
Other Authors:	Zhang, Chao (Computer scientist), 1989- (Editor), Li, Wentao, 1987- (Editor)
Format:	eBook
Language:	English
Published:	Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : Engineering Science Reference (an imprint of IGI Global), [2024]
Series:	Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series.
Subjects:	Granular computing. Machine learning. Big data. Calcul granulaire. Apprentissage automatique. Bayesian Inference Graphical Models. Customer Behavior Analysis. Data Mining Algorithms for Big Data Analytics. Decision Rules. Decision Trees. Emerging Trends in Big Data Analytics and Decision-Making. Ethical and Societal Implications of Big Data-Driven Decision-Making. Evolutionary Algorithms for Decision-Making. Fairness and Bias in Decision-Making Algorithms. Financial Decision-Making Under Uncertainty. Foundations of Decision Theory. Fuzzy Logic and Fuzzy Sets in Decision-Making. Healthcare Analytics and Medical Decision Support Systems. Leveraging Big Data for Decision-Making. Linear Programming for Decision Optimization. Machine Learning Algorithms for Big Data Analytics. Metaheuristics for Decision-Making. Nonlinear Programming for Decision Optimization. Probabilistic Graphical Models. Regulations Compliance. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1. Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system
Chapter 2. Multi-source information fusion models and methods based on granular computing
Chapter 3. Community discovery in complex network big data
Chapter 4. Information granule, modeling, and application from the perspective of granular computing
Chapter 5. A novel sequential three-way decision with rough fuzzy sets based on optimal granularity selection
Chapter 6. Multi-granulation-based optimal scale selection in multi-scale information systems
Chapter 7. Fuzzy hamacher aggregation functions and their applications to multiple attribute decision making
Chapter 8. The researches on knowledge distance and its relative extensions
Chapter 9. Feasibility evaluation of highwall mining in open-pit coal mine based on variable weight fuzzy theory
Chapter 10. Trusted fine-grained image classification based on evidence theory and its applications to medical image analysis.