Fuzzy Rough and Intuitionistic Fuzzy Set Approaches for Data Handling is popular PDF and ePub book, written by Tanmoy Som in 2023-03-25, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Fuzzy Rough and Intuitionistic Fuzzy Set Approaches for Data Handling can be Read Online from any device for your convenience.
Fuzzy Rough and Intuitionistic Fuzzy Set Approaches for Data Handling Book PDF Summary
This book facilitates both the theoretical background and applications of fuzzy, intuitionistic fuzzy and rough, fuzzy rough sets in the area of data science. This book provides various individual, soft computing, optimization and hybridization techniques of fuzzy and intuitionistic fuzzy sets with rough sets and their applications including data handling and that of type-2 fuzzy systems. Machine learning techniques are effectively implemented to solve a diversity of problems in pattern recognition, data mining and bioinformatics. To handle different nature of problems, including uncertainty, the book highlights the theory and recent developments on uncertainty, fuzzy systems, feature extraction, text categorization, multiscale modeling, soft computing, machine learning, deep learning, SMOTE, data handling, decision making, Diophantine fuzzy soft set, data envelopment analysis, centrally measures, social networks, Volterra–Fredholm integro-differential equation, Caputo fractional derivative, interval optimization, decision making, classification problems. This book is predominantly envisioned for researchers and students of data science, medical scientists and professional engineers.
Detail Book of Fuzzy Rough and Intuitionistic Fuzzy Set Approaches for Data Handling PDF
- Author : Tanmoy Som
- Release : 25 March 2023
- Publisher : Springer Nature
- ISBN : 9789811985669
- Genre : Computers
- Total Page : 279 pages
- Language : English
- PDF File Size : 20,5 Mb
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