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Fuzzy, Rough and Intuitionistic Fuzzy Set Approaches for Data Handling Theory and Applications /

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...

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Соавтор: SpringerLink (Online service)
Другие авторы: Som, Tanmoy (Редактор), Castillo, Oscar (Редактор), Tiwari, Anoop Kumar (Редактор), Shreevastava, Shivam (Редактор)
Формат: Электронный ресурс eКнига
Язык:английский
Опубликовано: Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Редактирование:1st ed. 2023.
Серии:Forum for Interdisciplinary Mathematics,
Предметы:
Data mining.
Bioinformatics.
Biomedical engineering.
Mathematics.
Data Mining and Knowledge Discovery.
Biomedical Engineering and Bioengineering.
Applications of Mathematics.
Online-ссылка:https://doi.org/10.1007/978-981-19-8566-9
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Оглавление:
  • Fuzzy Sets and Rough Sets: A Mathematical Narrative
  • Enhancing the Prediction of Anti-cancer Peptides by Suitable Feature Extraction and FRFS with ACO Search Followed by Resampling
  • New Methods of Vagueness and Uncertainty Quantification in Lattice Boltzmann Method based Solute Transport Model
  • Fuzzy Rough Set-based Feature Selection for Text Categorization
  • An Extensive Survey on Detection of Malaria Parasites in Patients based on Fuzzy Approaches
  • Application of Feature Extraction and Feature Selection followed by SMOTE to Improve the Prediction of DNA Binding Proteins
  • Perspectives of Soft Computing in Multiscale Fluid Flow Systems
  • Various Generalizations of Fuzzy Sets in the Context of Soft Computing and Decision Making
  • A Linear Diophantine Fuzzy Soft Set based Decision Making Approach using Revised Max-Min Average Composition Method
  • Recent Developments in Fuzzy Dynamic Data Envelopment Analysis and Its Applications
  • Role of Centrality Measures in Link Prediction on Fuzzy Social Networks
  • Interval Solutions of Fractional Integro-Differential Equations by using Modifed Adomian Decomposition Method
  • Generalized Hukuhara Subdifferentiability for Convex Interval-valued Functions and its Applications in Nonsmooth Interval Optimization
  • Rules Based Classifier for Identifying Fake Reviews in E-Commerce: Deep Learning System.

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