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International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI'2020)
Details
This book addresses the adoption of intelligent algorithms for resolving challenges in different aspects of the society such as sport, cyber-security, COVID-19 pandemic, advertising, driving, smart environmentsensors, blockchain, cloud computing, and health. In addition, the book also covers machine learning fundamentals such as feature selection. The book presents practical simulation results and different illustrations in different chapters for easy understanding of concepts and approaches. The types of contributions in the book are as follows: original research, survey, and theoretical insight that describe advancement in the adoption of technique for resolving the broad range of challenges. Researchers, undergraduates, postgraduates, and industry experts will find the book as a valuable resource that bridges theory and practice.
Presents recent research on emerging applications and technologies for Industry 4.0 Includes selected papers from the 2020 International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI 2020) held on July 2123, 2020, in Uyo, Akwa Ibom State, Nigeria Written by subject matter experts
Inhalt
The Relevance of Nature-Inspired Metaheuristic Algorithms in Smart Sport Training.- Analysis of Variable Learning Rate Back Propagation with Cuckoo Search Algorithm for Data Classification.- A Metaheuristic based virtual machine allocation technique using Whale Optimization Algorithm in cloud.- Data Sampling-based Feature Selection Framework for Software Defect Prediction.- Application of K-Nearest Neighbor Algorithm for Prediction of Television Advertisement Rating.- An Evaluation of the Frameworks for Predicting of COVID-19 in Nigeria using Time Series Data Analytics Model.- Multi-objective Wrapper-based Feature Selection Using Binary Cuckoo Optimisation Algorithm: A Comparison Between NSGAII and NSGAIII.- A Logistic Predictive Model for Determining the Prevalent Mode of Financial Cybercrime in Sub-Saharan Africa.- Mathematical Verification of Hybrid Model for Prime Decision-Making in Driving.- An Efficient Multi-Sensor Positions Human Activity Recognition: Elderly Peoples in Rural Areas in Focus.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783030802158
- Genre Technology Encyclopedias
- Auflage 1st edition 2021
- Editor Jemal H. Abawajy, Haruna Chiroma, Kim-Kwang Raymond Choo
- Lesemotiv Verstehen
- Anzahl Seiten 312
- Herausgeber Springer International Publishing
- Größe H235mm x B155mm x T17mm
- Jahr 2021
- EAN 9783030802158
- Format Kartonierter Einband
- ISBN 3030802159
- Veröffentlichung 15.07.2021
- Titel International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI'2020)
- Untertitel Emerging Applications and Technologies for Industry 4.0
- Gewicht 476g
- Sprache Englisch