Linked e-resources
Details
Table of Contents
Intro
Preface
Contents
Editors and Contributors
A Contemporary Analysis of Privacy Preserving Strategies in MANET
1 Introduction
2 Literature Review
3 Problem Identification
4 Results and Discussion
4.1 Testing Set-Up
4.2 Packet Transmission Under Privacy Preservation Condition
4.3 Routing Time Under Privacy Preservation Condition
5 Conclusion
References
An Explainable AI Approach for Diabetes Prediction
1 Introduction
2 Related Works
3 Explainable AI-Based Prediction System for Healthcare
4 Methodology
5 Experiments and Result
6 Conclusion
References
Classification of Cervical Cells Using Deep Learning Feature Extraction
1 Introduction
2 Related Work
3 The Motivation for the Proposed Work
3.1 Bilateral Filter and Genetic Algorithm
3.2 Morphological Operations
4 HSI Color Model
4.1 Algorithm Implementation
4.2 Experimental Design
5 Conclusion and Future Work
References
Nature-Inspired Techniques for Terrain Features Extraction
1 Introduction
1.1 Natural Computing
1.2 Image Classification
2 Proposed Method
2.1 Dataset
2.2 Kappa Coefficient
2.3 Overall Accuracy
3 Result Analysis
4 Conclusion and Future Scope
References
An Investigation on the Detection of Intrusions into a Network Using Convolutional Neural Networks
1 Introduction
2 Related Research
3 Proposed CNN-Based NIDS
4 Experiment Analysis and Obtained Results
5 Conclusions and Future Research
References
Hybrid Binary Whale Optimization Algorithm for Feature Selection Optimization Problem
1 Introduction
2 Hybrid Particle Swarm and Whale Optimization Algorithm (HPSOWOA)
2.1 Whale Optimization Algorithm (WOA)
2.2 Particle Swarm Optimization (PSO)
2.3 Hybrid PSOGWO
2.4 Proposed Binary Variant of PSOWOA (HBPSOWOA)
3 Results and Discussions
4 Conclusion and Future Scope
References
Transfer Learning for Arabic Question-Answering
1 Introduction
2 Literature Survey
3 The Developed Approach
4 Experimental Setup
4.1 Fine-Tuning AraBERT
4.2 Embedding
4.3 Evaluation Metrics
4.4 Results
5 Conclusion
References
Smart Healthcare System to Predict Ailments Based on Preliminary Symptoms
1 Introduction
2 Related Works
2.1 Coronary Heart Disease
2.2 Polycystic Ovarian Disease
2.3 Myopia
2.4 Colour Blindness
3 System Architecture
4 Implementation Details
4.1 Coronary Heart Disease
4.2 Polycystic Ovarian Disease
4.3 Myopia
4.4 Colour Blindness
5 Dataset
5.1 Coronary Heart Disease
5.2 Polycystic Ovarian Disease
6 Discussion of Results
6.1 Coronary Heart Disease
6.2 Polycystic Ovarian Disease
6.3 Myopia
6.4 Colour Blindness
7 Conclusion
References
Mathematical Models for the Ouroboros Protocol Based on Attacks Over Blockchain Systems
1 Introduction
2 Double-Spend Attack: General Overview
3 Bitcoin Double-Spend Attack
Preface
Contents
Editors and Contributors
A Contemporary Analysis of Privacy Preserving Strategies in MANET
1 Introduction
2 Literature Review
3 Problem Identification
4 Results and Discussion
4.1 Testing Set-Up
4.2 Packet Transmission Under Privacy Preservation Condition
4.3 Routing Time Under Privacy Preservation Condition
5 Conclusion
References
An Explainable AI Approach for Diabetes Prediction
1 Introduction
2 Related Works
3 Explainable AI-Based Prediction System for Healthcare
4 Methodology
5 Experiments and Result
6 Conclusion
References
Classification of Cervical Cells Using Deep Learning Feature Extraction
1 Introduction
2 Related Work
3 The Motivation for the Proposed Work
3.1 Bilateral Filter and Genetic Algorithm
3.2 Morphological Operations
4 HSI Color Model
4.1 Algorithm Implementation
4.2 Experimental Design
5 Conclusion and Future Work
References
Nature-Inspired Techniques for Terrain Features Extraction
1 Introduction
1.1 Natural Computing
1.2 Image Classification
2 Proposed Method
2.1 Dataset
2.2 Kappa Coefficient
2.3 Overall Accuracy
3 Result Analysis
4 Conclusion and Future Scope
References
An Investigation on the Detection of Intrusions into a Network Using Convolutional Neural Networks
1 Introduction
2 Related Research
3 Proposed CNN-Based NIDS
4 Experiment Analysis and Obtained Results
5 Conclusions and Future Research
References
Hybrid Binary Whale Optimization Algorithm for Feature Selection Optimization Problem
1 Introduction
2 Hybrid Particle Swarm and Whale Optimization Algorithm (HPSOWOA)
2.1 Whale Optimization Algorithm (WOA)
2.2 Particle Swarm Optimization (PSO)
2.3 Hybrid PSOGWO
2.4 Proposed Binary Variant of PSOWOA (HBPSOWOA)
3 Results and Discussions
4 Conclusion and Future Scope
References
Transfer Learning for Arabic Question-Answering
1 Introduction
2 Literature Survey
3 The Developed Approach
4 Experimental Setup
4.1 Fine-Tuning AraBERT
4.2 Embedding
4.3 Evaluation Metrics
4.4 Results
5 Conclusion
References
Smart Healthcare System to Predict Ailments Based on Preliminary Symptoms
1 Introduction
2 Related Works
2.1 Coronary Heart Disease
2.2 Polycystic Ovarian Disease
2.3 Myopia
2.4 Colour Blindness
3 System Architecture
4 Implementation Details
4.1 Coronary Heart Disease
4.2 Polycystic Ovarian Disease
4.3 Myopia
4.4 Colour Blindness
5 Dataset
5.1 Coronary Heart Disease
5.2 Polycystic Ovarian Disease
6 Discussion of Results
6.1 Coronary Heart Disease
6.2 Polycystic Ovarian Disease
6.3 Myopia
6.4 Colour Blindness
7 Conclusion
References
Mathematical Models for the Ouroboros Protocol Based on Attacks Over Blockchain Systems
1 Introduction
2 Double-Spend Attack: General Overview
3 Bitcoin Double-Spend Attack