Intelligent Computing and Networking: Proceedings of IC-ICN 2022

Preface
Contents
Editors and Contributors
Implementation of a PID Controller for Autonomous Vehicles with Traffic Light Detection in CARLA
	1 Introduction
	2 Related Work
	3 Methodology
	4 Implementation of PID Controller
	5 Traffic Light Detection
	6 Combined Framework
	7 Result and Discussion
		7.1 PID Controller
	8 Traffic Light Detection
	9 Combined Framework
	10 Conclusion
	References
Binary Classification for High Dimensional Data Using Supervised Non-parametric Ensemble Method
	1 Introduction
	2 Implementation
	3 Results
		3.1 Analysis of Data
		3.2 Precision and Recall
		3.3 F-Score
		3.4 Receiver Operating Characteristic
	4 Conclusion
	References
Deep Linear Discriminant Analysis with Variation for Polycystic Ovary Syndrome Classification
	1 Introduction
	2 Methodology
		2.1 First Phase
		2.2 Second Phase
	3 Results
		3.1 Accuracy and Loss for First Phase
		3.2 Accuracy and Loss for Second Phase
		3.3 Precision
		3.4 Recall
		3.5 F-Score
	4 Conclusion
	References
Improved Helmet Detection Model Using YOLOv5
	1 Introduction
	2 Literature Survey
	3 Architecture of YOLOv5
	4 Proposed System
	5 Results and Discussion
		5.1 Experimental Environment
		5.2 Dataset
		5.3 Results
	6 Conclusion
	References
Stock Market Trend Prediction Along with Twitter Sentiment Analysis
	1 Introduction
	2 Literature Survey
	3 Dataset
		3.1 Yahoo Finance
		3.2 Twitter Sentiment Analysis
		3.3 Standardization
	4 Work Flow Diagram
	5 Methodology
		5.1 Stock Trend Predication
		5.2 Twitter Sentiment Analysis
	6 Experimental Results
	7 Conclusion
	References
A Study on MQTT Protocol Architecture and Security Aspects Within IoT Paradigm
	1 Introduction to MQTT Protocol
		1.1 MQTT Protocol Architecture
		1.2 Why MQTT?
	2 Security Aspects Within MQTT
		2.1 Identity
		2.2 Authentication
		2.3 Authorization
	3 X.509 Client Certificate Authentication Within MQTT
		3.1 Certificate Provisioning
		3.2 Certification Revocation List
		3.3 X.509 Certificate for Authentication and Authorization
		3.4 OAuth2.0 Within MQTT
	4 Payload Encryption
		4.1 E2E (End-To-End)Encryption
		4.2 Client to Broker Encryption
	5 Conclusion
	References
Compartive Analysis of Different Block Chain Technology to Improve the Security in Social Network
	1 Introduction
	2 Literature Review
	3 Proposed Methodology
	4 Security Process Using SNS Model Dapps, & BCOSN’s Architecture
	5 Comparison of Different Security Features in Blockchain for Social Network
	6 Conclusion
	References
Euphonia: Music Recommendation System Based on Facial Recognition and Emotion Detection
	1 Introduction
	2 Literature Survey
	3 Problem Statement
	4 Architecture
	5 Algorithm
	6 Results and Discussion
	7 Conclusion
	References
Improvement of Makespan and TCTime in Dynamic Job Ordering and Slot Utilization for MapReduce Workloads
	1 Introduction
	2 Related Work
	3 Proposed System
	4 Experimental Results
	5 Conclusion and Future Work
	References
Identification and Detection of Plant Disease Using Transfer Learning
	1 Introduction
	2 Literature Survey
	3 A Taxonomy on Deep Learning
	4 Proposed Method
	5 Result & Conclusion
	References
Blockchain Based E-Voting System
	1 Introduction
	2 Concept of Blockchain
		2.1 Working of Blockchain
		2.2 Characteristics of Blockchain
	3 Existing Methodology
		3.1 Traditional Ballot Paper System
		3.2 EVM
		3.3 E-Voting
		3.4 Blockchain a Better Technology for E-Voting
	4 Literature Review
	5 Proposed System
	6 Result and Discussion
	7 Conclusion
	References
An Intelligent Voice Assistant Engineered to Assist the Visually Impaired
	1 Introduction
	2 The Proposed System
		2.1 Wearable Wrist Device
		2.2 Voice Assistant
		2.3 Companion Mobile Application
	3 Architecture and Algorithms
		3.1 Optical Character Recognition
		3.2 Fruit Ripeness Detection
		3.3 Object Detection
	4 Result and Discussion
	5 Conclusion and Future Scope
	References
Analysis of Python Libraries for Artificial Intelligence
	1 Introduction
	2 Tools in Python Aiding to Artificial Intelligence
		2.1 Numpy
		2.2 Pandas
		2.3 MatPlotlib
		2.4 Seaborn
		2.5 Scikit
		2.6 TensorFlow
		2.7 Keras
		2.8 Theano
		2.9 PyTorch
		2.10 NLTK
	3 Comparative Analysis
	4 Conclusion
	References
Annual Rainfall Prediction of Maharashtra State Using Multiple Regression
	1 Introduction
	2 Literature Review
	3 Regression
		3.1 Support Vector Machines (SVM) for Regression
		3.2 Artificial Neural Network
	4 Study Area
	5 Data Collection
	6 Analysis of Rainfall Pattern
	7 Methodology
	8 Results Analysis and Discussion
	9 Conclusion
	References
Automated Healthcare System Using AI Based Chatbot
	1 Introduction
	2 Motivation
	3 Literature Review
	4 Methodology
		4.1 Data Collection
		4.2 Pre-processing the Data Using NLP
		4.3 Machine Learning Model
	5 Evaluation Metrics
	6 Results and Discussion
	7 Conclusion
	References
Winner Prediction of Football Match Using Machine Learning
	1 Problem Description
	2 Literature Survey
	3 Methodology
	4 Dataset
		4.1 Description
		4.2 Exploratory Data Analysis
		4.3 Data Pre-processing
	5 Choice of Model (Algorithms)
	6 Testing and Training (Evaluation Metrics)
	7 Result and Discussion
	8 Future Scope
	9 Conclusion
	References
RaktaSeva—An App for Civilians and Blood Banks
	1 Introduction
	2 Literature Survey
	3 Existing Systems
		3.1 Friend2Support.org
		3.2 Save Life Connect
		3.3 e-RaktKosh
	4 Proposed Work
	5 Implementation
	6 Result and Discussion
	7 Conclusion
	8 Future Scope
	References
Prediction of Anemia Disease Using Machine Learning Algorithms
	1 Introduction
	2 Problems Faced
	3 Methodology
	4 Technology Used
	5 Result and Discussion
	References
Author Index