LEADER 04475nam 2200565 450 001 9910683348503321 005 20240116154535.0 010 $a9789811985669$b(electronic bk.) 010 $z9789811985652 024 7 $a10.1007/978-981-19-8566-9 035 $a(MiAaPQ)EBC7219832 035 $a(Au-PeEL)EBL7219832 035 $a(OCoLC)1374204684 035 $a(DE-He213)978-981-19-8566-9 035 $a(PPN)269095853 035 $a(EXLCZ)9926323395400041 100 $a20230730d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aFuzzy, rough and intuitionistic fuzzy set approaches for data handling $etheory and applications /$fedited by Tanmoy Som [and three others] 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer,$d[2023] 210 4$d©2023 215 $a1 online resource (279 pages) 225 1 $aForum for Interdisciplinary Mathematics,$x2364-6756 311 08$aPrint version: Som, Tanmoy Fuzzy, Rough and Intuitionistic Fuzzy Set Approaches for Data Handling Singapore : Springer,c2023 9789811985652 320 $aIncludes bibliographical references. 327 $aFuzzy 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. 330 $aThis book facilitates both the theoretical background and applications of fuzzy, intuitionistic fuzzy and rough, fuzzy rough sets in the area of data science. This book provides various individual, soft computing, optimization and hybridization techniques of fuzzy and intuitionistic fuzzy sets with rough sets and their applications including data handling and that of type-2 fuzzy systems. Machine learning techniques are effectively implemented to solve a diversity of problems in pattern recognition, data mining and bioinformatics. To handle different nature of problems, including uncertainty, the book highlights the theory and recent developments on uncertainty, fuzzy systems, feature extraction, text categorization, multiscale modeling, soft computing, machine learning, deep learning, SMOTE, data handling, decision making, Diophantine fuzzy soft set, data envelopment analysis, centrally measures, social networks, Volterra?Fredholm integro-differential equation, Caputo fractional derivative, interval optimization, decision making, classification problems. This book is predominantly envisioned for researchers and students of data science, medical scientists and professional engineers. 410 0$aForum for Interdisciplinary Mathematics,$x2364-6756 606 $aData mining 606 $aConjunts borrosos$2thub 606 $aMineria de dades$2thub 606 $aProcessament de dades$2thub 608 $aLlibres electrònics$2thub 615 0$aData mining. 615 7$aConjunts borrosos 615 7$aMineria de dades 615 7$aProcessament de dades 676 $a943.005 702 $aSom$b Tanmoy 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910683348503321 996 $aFuzzy, rough and intuitionistic fuzzy set approaches for data handling$93417218 997 $aUNINA