Intelligent Computing and Networking

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

Valentina Emilia Balas Vijay Bhaskar Semwal Anand Khandare(Editor)

Springer (Publisher)

1st Edition

Published on 21. March 2023

XIII, 240 pages

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

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Valentina E. Balas is currently Full Professor at "Aurel Vlaicu" University of Arad, Romania. She is author of more than 300 research papers. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing. She is Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to IJCSE. Dr. Balas is member of EUSFLAT, ACM and a SM IEEE, member in TC - EC and TC-FS (IEEE CIS), TC - SC (IEEE SMCS), Joint Secretary FIM.
Vijay Bhaskar Semwal is working as Assistant professor (CSE) at NIT Bhopal since 5 February 2019. Before joining NIT Bhopal, he was working at NIT Rourkela. He has also worked with IIIT Dharwad as Assistant Professor(CSE) for 2 years (2016-2018) and he has also worked as Assistant Professor (CSE) at NIT Jamshedpur. He has earned his doctorate degree in robotics from IIIT Allahabad (2017), M.Tech. in Information Technology from IIIT Allahabad (2010) and B.Tech. (IT) from College of Engineering Roorkee (2008). His areas of research are Bipedal Robotics, Gait Analysis and synthesis, Artificial Intelligence, Machine Learning and Theoretical Computer Science. He has published more than 15 SCI research papers. He has received early career research award by DST-SERB under Government of India.
Dr. Anand Khandare, Dy. HOD, Computer Engineering, Thakur college of engineering and Technology, Mumbai with 16 years of teaching experience. He completed Ph.D. in Computer Science and Engineering in the domain Data Clustering in Machine Learning from Sant Gadge Baba Amravati University. He has total 50+ publications in national, international conferences and journals. He has 1 copyright and 2 patents. He guided various research and funded projects. He is worked as volume editor in springer conference on Intelligent Computing and Networking 2021. He is also reviewer in various journal and conferences.

Editor

Valentina Emilia Balas

ISNI: 0000 0004 2552 2366

Vijay Bhaskar Semwal

Anand Khandare

Content

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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Intelligent Computing and Networking

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