Soft computing for data analytics, classification model, and control / Deepak Gupta, Aditya Khamparia, Ashish Khanna, Oscar Castillo, editors.
Gupta, Deepak, Ph.D., editor.; Khamparia, Aditya, 1988- editor.; Khanna, Ashish (Of Guru Gobind Singh Indraprastha University), editor.; Castillo, Oscar, 1959- editor.
2022
QA76.9.S63
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Soft computing for data analytics, classification model, and control / Deepak Gupta, Aditya Khamparia, Ashish Khanna, Oscar Castillo, editors.
ISBN 9783030920265 (electronic bk.)
3030920267 (electronic bk.)
3030920259
9783030920258
DOI https://doi.org/10.1007/978-3-030-92026-5
Imprint Cham, Switzerland : Springer, 2022.
Language English
Description 1 online resource
Other Standard Identifiers 10.1007/978-3-030-92026-5 doi
Call Number QA76.9.S63
Dewey Decimal Classification 006.3
Summary This 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.
Access Note Access limited to authorized users.
Digital File Characteristics text file PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed February 3, 2022).
Added Author Gupta, Deepak, Ph.D., editor.
Khamparia, Aditya, 1988- editor.
Khanna, Ashish (Of Guru Gobind Singh Indraprastha University), editor.
Castillo, Oscar, 1959- editor.
Series Studies in fuzziness and soft computing ; v. 413. 1860-0808
Available in Other Form Print version: 9783030920258
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Chapter 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.

Browse Subjects

Show more subjects...

Statistics

from
to
Export