Intro
Preface
Contents
Editors and Contibutors
Adaptive Volterra Noise Cancellation Using Equilibrium Optimizer Algorithm
1 Introduction
2 Problem Formulation
3 Proposed Equilibrium Optimizer Algorithm-Based Adaptive Volterra Noise Cancellation
3.1 Gbest
3.2 Exploration Stage (F)
3.3 Exploitation Stage (Rate of Generation G)
4 Simulation Outcomes
4.1 Qualitative Performance Analysis
4.2 Quantitative Performance Analysis
5 Conclusion and Scope
References

SHLPM: Sentiment Analysis on Code-Mixed Data Using Summation of Hidden Layers of Pre-trained Model
1 Introduction
2 Literature Review
3 Proposed Methodology
3.1 BERT
3.2 RoBERTa
3.3 SHLPM
4 Implementation Details
4.1 Dataset and Pre-processing
4.2 SHLPM-BERT
4.3 SHLPM-XLM-RoBERTa
5 Results and Discussion
6 Conclusion
References
Comprehensive Analysis of Online Social Network Frauds
1 Introduction
1.1 Statistics of Online Social Network Frauds
2 Interrelationship between OSN Frauds, Social Network Threats, and Cybercrime

3 Types of Frauds in OSN
3.1 Social Engineering Frauds (SEF)
3.2 Human-Targeted Frauds (Child/Adults)
3.3 False Identity
3.4 Misinformation
3.5 E-commerce Fraud (Consumer Frauds)
3.6 Case Study for Facebook Security Fraud
4 OSN Frauds Detection Using Machine Learning
4.1 Pros and Cons
5 Conclusion
References
Electric Vehicle Control Scheme for V2G and G2V Mode of Operation Using PI/Fuzzy-Based Controller
1 Introduction
2 Motivation
3 System Description
4 Mathematical Model Equipments Used
4.1 Bidirectional AC-DC Converter

4.2 Bidirectional Buck-Boost Converter
4.3 Battery Modeling
4.4 Control of 1-∅-Based Bidirectional AC-DC Converter Strategy
5 Fuzzy Logic Controller
6 Control Strategy
6.1 Constant Voltage Strategy
6.2 Constant Current Strategy
7 Results and Discussion
7.1 PI Controller
7.2 Fuzzy Logic Controller
7.3 Comparison of Harmonic Profile
8 Conclusion
References
Experimental Analysis of Skip Connections for SAR Image Denoising
1 Introduction
2 Related Works
2.1 Residual Network
2.2 Existing ResNet-Based Denoising Works

3 Implementation of the Different Patterns of Skip Connections
3.1 Datasets and Pre-processing
3.2 Loss Function
4 Results and Discussions
4.1 Denoising Results on Synthetic Images
4.2 Denoising Results on Real SAR Images
5 Conclusion
References
A Proficient and Economical Approach for IoT-Based Smart Doorbell System
1 Introduction
2 Literature Review
3 System Design and Implementation
3.1 System Design
3.2 Implementation
4 Results and Discussion
4.1 Performance Results
4.2 Comparison with an Existing System
4.3 Cost Analysis
5 Limitations