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001444061 001__ 1444061
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001444061 019__ $$a1294428516$$a1294454089$$a1296666490
001444061 020__ $$a9783030920265$$q(electronic bk.)
001444061 020__ $$a3030920267$$q(electronic bk.)
001444061 020__ $$z3030920259
001444061 020__ $$z9783030920258
001444061 0247_ $$a10.1007/978-3-030-92026-5$$2doi
001444061 035__ $$aSP(OCoLC)1294346236
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001444061 049__ $$aISEA
001444061 050_4 $$aQA76.9.S63
001444061 08204 $$a006.3$$223
001444061 24500 $$aSoft computing for data analytics, classification model, and control /$$cDeepak Gupta, Aditya Khamparia, Ashish Khanna, Oscar Castillo, editors.
001444061 260__ $$aCham, Switzerland :$$bSpringer,$$c2022.
001444061 300__ $$a1 online resource
001444061 336__ $$atext$$btxt$$2rdacontent
001444061 337__ $$acomputer$$bc$$2rdamedia
001444061 338__ $$aonline resource$$bcr$$2rdacarrier
001444061 347__ $$atext file$$bPDF$$2rda
001444061 4901_ $$aStudies in fuzziness and soft computing,$$x1860-0808 ;$$vvolume 413
001444061 5050_ $$aChapter 1: An Optimization of Fuzzy Rough Set Nearest Neighbor Classification Model using Krill Herd Algorithm for Sentiment Text Analytics -- Chapter 2: Fuzzy Wavelet Neural Network with Social Spider Optimization Algorithm for Pattern Recognition in Medical Domain -- Chapter 3: Fuzzy with Gravitational Search Algorithm Tuned Radial Basis Function Network for Medical Disease Diagnosis and Classification Model -- Chapter 4: Optimal Neutrosophic Rules based Feature Extraction for Data Classification using Deep Learning Model -- Chapter 5: Self-Evolving Interval Type-2 Fuzzy Neural Network Design for The Synchronization of Chaotic Systems -- Chapter 6: Categorizing Relations via Semi-Supervised Learning using a Hybrid Tolerance Rough Sets and Genetic Algorithm Approach -- Chapter 7: Data-driven Fuzzy C-Means Equivalent Turbine-governor for Power System Frequency Response -- Chapter 8: Multicriteria group decision making using a novel similarity measure for triangular fuzzy numbers based on their newly defined expected values and variances -- Chapter 9: Bangla Printed Character Generation from Handwritten Character Using GAN.
001444061 506__ $$aAccess limited to authorized users.
001444061 520__ $$aThis book presents a set of soft computing approaches and their application in data analytics, classification model, and control. The basics of fuzzy logic implementation for advanced hybrid fuzzy driven optimization methods has been covered in the book. The various soft computing techniques, including Fuzzy Logic, Rough Sets, Neutrosophic Sets, Type-2 Fuzzy logic, Neural Networks, Generative Adversarial Networks, and Evolutionary Computation have been discussed and they are used on variety of applications including data analytics, classification model, and control. The book is divided into two thematic parts. The first thematic section covers the various soft computing approaches for text classification and data analysis, while the second section focuses on the fuzzy driven optimization methods for the control systems. The chapters has been written and edited by active researchers, which cover hypotheses and practical considerations; provide insights into the design of hybrid algorithms for applications in data analytics, classification model, and engineering control.
001444061 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed February 3, 2022).
001444061 650_0 $$aSoft computing.
001444061 650_0 $$aFuzzy logic.
001444061 650_6 $$aInformatique douce.
001444061 650_6 $$aLogique floue.
001444061 655_0 $$aElectronic books.
001444061 7001_ $$aGupta, Deepak,$$cPh.D.,$$eeditor.
001444061 7001_ $$aKhamparia, Aditya,$$d1988-$$eeditor.
001444061 7001_ $$aKhanna, Ashish$$c(Of Guru Gobind Singh Indraprastha University),$$eeditor.
001444061 7001_ $$aCastillo, Oscar,$$d1959-$$eeditor.
001444061 77608 $$iPrint version: $$z3030920259$$z9783030920258$$w(OCoLC)1281241778
001444061 830_0 $$aStudies in fuzziness and soft computing ;$$vv. 413.$$x1860-0808
001444061 852__ $$bebk
001444061 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-92026-5$$zOnline Access$$91397441.1
001444061 909CO $$ooai:library.usi.edu:1444061$$pGLOBAL_SET
001444061 980__ $$aBIB
001444061 980__ $$aEBOOK
001444061 982__ $$aEbook
001444061 983__ $$aOnline
001444061 994__ $$a92$$bISE