Intro
Preface
Contents
Editors and Contributors
Traffic Classification of Software-Defined Networks Using Machine Learning
1 Introduction
2 Literature Survey
3 Proposed Methodology
4 Result Analysis
5 Conclusion
References
Rice Leaf Disease Detection Using Different Models and Comparative Analysis
1 Introduction
2 Related Work
3 Types of Diseases and Dataset Description
4 Proposed Methodology
5 Implementation
6 Results
7 Conclusion
References
5G Mobile System Drawbacks and Limitations
1 Introduction
2 5G Mobile System

3 Aim of the Research
4 5G Mobile System Drawbacks
4.1 5G Frequency Spectrum
4.2 Connectivity Obstrusions
4.3 High Cost
4.4 Rural Access Limitations
4.5 Drain of Batteries: Battery Used in Devices
4.6 Mismatch of Speed between Upload and Download Upload
4.7 Cellphone Towers
4.8 Political Causes
5 Conclusions
References
Survey on Implementation of Machine Learning in Cloud Security
1 Introduction
2 Cloud Security
2.1 Security Issues with the Service Models [2]
3 Related Work
4 Conclusion
References

Deep Learning Approach to Predict Crop Yield Using IOT Sensor Data
1 Introduction
2 Related Work
3 Proposed Work
4 Results
5 Conclusion
6 Future Work
References
Classification of Pomegranate Fruit Disease Using CNN
1 Introduction
2 Literature Survey
3 Algorithms
3.1 Convolutional Neural Network
3.2 VGG-16 Model
4 Methodology
4.1 Preprocessing
4.2 Data Augmentation
4.3 Feature Extraction
4.4 Classification
4.5 Application
5 Results
6 Conclusion
References
NICE: Navagraha Iconography Classification Engine
1 Introduction

2 Literature Survey
3 Methodology
3.1 Dataset Acquisition
3.2 Image Pre-processing
3.3 Classification of Images
4 Analysis
5 Implementation
5.1 Libraries Used
5.2 Resnet50
5.3 Other Architectures
6 Conclusion
References
Autograder: A Feature-Based Quantitative Essay Grading System Using BERT
1 Introduction
2 Related Work
3 Methodology
3.1 Data Cleaning
3.2 Handcrafted Features
3.3 Sentence Embedding/vectorization
3.4 Deep Encoded Features
3.5 Prompt Relevancy Score
3.6 Model Adoption
3.7 Training and Evaluation Metrics

4 Results and Discussion
5 Conclusion
References
Bluetooth Automated Wheelchair
1 Introduction
1.1 A Bluetooth Automated Wheelchair
2 Literature Review
3 Proposed Model
4 Requirement Specification
4.1 Hardware Requirements
4.2 Software Requirement
5 Result and Discussion
6 Conclusion
References
SCADA in Healthcare
1 Introduction
1.1 SCADA Systems
1.2 Materials and Methods
1.3 SCADA in Healthcare
1.4 Background of SCADA Architecture
2 Discussion
3 Conclusion and Future Scope
References