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Sixth International Conference on Intelligent Computing and Applications : proceedings of ICICA 2020
- Author / Creator
- Conferences
- ICICA (Conference) (6th : 2020 : Odisha, India)
- Available as
- Online
- Summary
-
This book presents the peer-reviewed proceedings of the Sixth International Conference on Intelligent Computing and Applications (ICICA 2020), held at Government College of Engineering, Keonjhar, O...
This book presents the peer-reviewed proceedings of the Sixth International Conference on Intelligent Computing and Applications (ICICA 2020), held at Government College of Engineering, Keonjhar, Odisha, India, during December 22-24, 2020. The book includes the latest research on advanced computational methodologies such as neural networks, fuzzy systems, evolutionary algorithms, hybrid intelligent systems, uncertain reasoning techniques, and other machine learning methods and their applications to decision-making and problem-solving in mobile and wireless communication networks.
Details
- Creator
- Subhransu Sekhar Dash, Bijaya Ketan Panigrahi, Swatgatam Das, editors
- Format
- Books
- Language
- English
- Publication
-
- Singapore : Springer, [2021]
- ©2021
- Physical Details
-
- 1 online resource : illustrations (chiefly color)
- data file
- ISBNs
- 9811613346, 9789811613340, 9789811613357, 9789811613364, 9811613354
- OCLC
- on1262367262
- International conference proceedings.
- Includes author index.
- Intro -- Preface -- Contents -- About the Editors -- Closed-Loop Vision-Based Ball Balancer -- 1 Introduction -- 2 Mathematical Modeling of Ball Balancer System -- 3 Controller Design -- 4 Hardware Implementation -- 5 Conclusion -- References -- A Novel Network Learning for Image Compressive Sensing -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Linear Mapping and Residual Network -- 3.2 Selective Residual Learning -- 3.3 SDRRN Architecture -- 3.4 Training Strategy -- 3.5 Reconstruction Procedure -- 4 Experimental Results -- 5 Conclusion -- References
- Performance of Photovoltaic-Based ZETA Converter Water Pumping Application -- 1 Introduction -- 1.1 Related Works -- 1.2 Contribution of This Work -- 2 Methodology -- 3 Results and Discussions -- 4 Conclusion -- References -- Performance Analysis of Radial Distribution System by Optimal Deployment of DG and DSTATCOM Considering Network Reconfiguration Using a SAR Algorithm -- 1 Introduction -- 2 Problem Formulation -- 3 Overview of Search and Rescue Optimization Algorithm -- 4 Implementation of SAR Optimization Algorithm for the Power Loss Minimization -- 5 Numerical Test Results and Discussions
- 6 Conclusion -- References -- Slope Instability Detection Using IoT with the Help of Ecological Indicators -- 1 Introduction -- 2 Methodology -- 3 Experimentation and Results -- 4 Conclusion -- References -- Predicting Student Grade Using Machine Learning Techniques -- 1 Introduction -- 2 Motivation -- 3 Problem Description -- 4 Literature Review -- 5 Proposed Framework -- 5.1 Machine Learning -- 5.2 Predictive Analytics -- 5.3 Feature Selection -- 5.4 Correlation Matrix -- 5.5 Heatmap -- 5.6 Grade Prediction -- 6 Experiment and Result Analysis -- 6.1 Result Discussion -- 7 Conclusion
- 7.1 Future Work -- References -- A Graph Invariant-Based TGO Model for RailTel Optical Networks -- 1 Introduction -- 1.1 Trimet Graph -- 1.2 Parameters -- 1.3 Optimization Techniques -- 2 Literature Survey -- 3 Proposed Model -- 4 Results and Discussion -- 5 Conclusion -- References -- Analysis of Intelligent Controllers for Juice Flow Process in a Sugar Industry -- 1 Introduction -- 2 Identification of Mathematical Model for CEE -- 2.1 Models Structure Selection and Comparison -- 3 Controller Design -- 4 Evolutionary Algorithms -- 4.1 Genetic Algorithm (GA) -- 4.2 Simulated Annealing (SA)
- 4.3 Particle Swarm Optimization (PSO) -- 4.4 Self-Adaptive Differential Evolution Technique (SaDE) -- 5 Comparison of Evolutionary Algorithms Based PI Tuning -- 6 Conclusion -- References -- Performance Analysis of Three-Phase Cuk Inverter with PWM and SPWM Modulation Based on Power Quality -- 1 Introduction -- 2 TCI with PWM Control -- 3 TCI with SPWM Control -- 4 Conclusion -- 5 Scope for Future Work -- References -- A Pedagogical Approach on Computer Networking in Practice Using a Smartphone -- 1 Introduction -- 2 Materials and Methods -- 2.1 The App-Deep Whois