Fuzzy, Rough and Intuitionistic Fuzzy Set Approaches for Data Handling

Fuzzy, Rough and Intuitionistic Fuzzy Set Approaches for Data Handling

Theory and Applications

Castillo, Oscar; Tiwari, Anoop Kumar; Shreevastava, Shivam; Som, Tanmoy

Springer Verlag, Singapore

03/2023

276

Dura

Inglês

9789811985652

15 a 20 dias

Descrição não disponível.
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.
intuitionistic fuzzy;fuzzy rough;uncertainty principle;fuzzy systems;feature extension;text categorization;multiscale modelling;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 derivatives;Interval optimization