Intelligent Computing and Networking

Name: Intelligent Computing and Networking | Proceedings of IC-ICN 2022
Brand: Springer
Price: 128.39 EUR
Availability: OnlineOnly

Proceedings of IC-ICN 2022

Valentina Emilia Balas Vijay Bhaskar Semwal Anand Khandare(Herausgeber*in)

Springer (Verlag)

Erschienen am 21. März 2023

XIII, 240 Seiten

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978-981-99-0071-8 (ISBN)

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Inhalt

Intro
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

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