Cybernetics, Cognition and Machine Learning Applications: Proceedings of ICCCMLA 2021 (Algorithms for Intelligent Systems)

✍ Scribed by Vinit Kumar Gunjan (editor), P. N. Suganthan (editor), Jan Haase (editor), Amit Kumar (editor)

• Publisher: Springer
• Year: 2022
• Tongue: English
• Leaves: 237
• Category: Library

✦ Synopsis

This book includes the original, peer-reviewed research articles from the 3rd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2021), held in August 21 – 22, 2021, at Goa, India. It covers the latest research trends or developments in areas of data science, artificial intelligence, neural networks, cognitive science and machine learning applications, cyber physical systems and cybernetics.

✦ Table of Contents

Preface
Contents
About the Editors
A Deep Learning Approach to Analyze Traffic Congestions for Effective Traffic Management
1 Introduction
2 Existing Features
3 Proposed System
4 Methodology
5 Results
6 Conclusion and Future Work
References
Building Energy Consumption Prediction Model Using Machine Learning
1 Introduction
2 Literature Review
3 Background
3.1 Artificial Intelligence
3.2 Machine Learning
3.3 Linear Regression
4 Methodology
5 Results
6 Conclusion
References
An End-to-End GUI-Based Real-Time Attendance System by Training Annotated Facial Data on YOLO v3 Algorithm
1 Introduction
2 Literature Review
3 Methodology
4 Materials and Methods
5 Results
6 Conclusion
References
A Multifactor Security Protocol for Wireless Payment-Secure Web Authentication Using Mobile Devices
1 Introduction
1.1 Types of Authentication Systems
2 Literature Survey
3 Existing Protocol/System
4 Designed System
4.1 Protocol
5 Security
6 Conclusion
References
IoT-Based Greenhouse Monitoring
1 Introduction
2 Literature Review
3 Design of Greenhouse Monitoring
3.1 Block Diagram
3.2 Hardware Description
3.3 Software Description
4 Methodology
5 Result
6 Conclusion
References
Home Automation Using Telegram Bot
1 Introduction
2 Literature Survey
2.1 Chat Box
2.2 Run Your Own Bot API Server
3 Design Methodology
3.1 Architecture
4 Implementation
4.1 Telegram Bot
4.2 Raspberry Pi Camera
4.3 DHT11
4.4 Two-channel Relay
4.5 DC Fan
5 Software Tools
5.1 Telepot and Data Publishing in Telegram App
6 Results and Discussions
7 Conclusion
References
Application of IoT in Hospital Management
1 Introduction
1.1 Internet of Things
1.2 Vascular Air Embolism
1.3 Fire Accident
1.4 Power Consumption
2 Literature Survey
3 Block Diagram
3.1 Components
4 Design and Functionality
4.1 Saline Level Indicator
4.2 Harmful Gas Detection
4.3 Reduction of Power Consumption
5 Hardware Connections
6 Results and Discussion
7 Conclusion
References
Vehicle Tracking by Using IoT Applications
1 Introduction
2 Methodology
3 Results and Discussion
4 Conclusion
References
Smart Vehicle and Smart Parking System Using IOT
1 Introduction
2 Methodology
3 About Blynk App
4 Results and Discussion
5 Conclusion
References
Automatic Water Irrigation System Using IoT
1 Introduction
2 Proposed System
3 Results
4 Conclusion
References
Development of Safety Monitoring for an IOT-Enabled Smart Environment
1 Introduction
1.1 Video Processing
1.2 OpenCV & NumPy
2 Related Work
3 Safety Monitoring for Smart Environment System Overview
3.1 Ultrasonic Detector
3.2 Rain Detector
3.3 GSM
4 Triangulation Method for Camera Arrangement
5 Conclusion
References
Low-Cost ECG-Based Heart Monitoring System with Ubidots Platform
1 Introduction
2 System Architecture
3 Methodology
4 Software Implementation
5 Experimental Measurements and Results
6 Cost Analysis
7 Conclusion
References
Design of Hybrid Soft Computing Techniques for Estimation of Suspended Sediment Yield in Krishna River, India
1 Introduction
2 Study Area and Data Used
3 Methodology
4 Result and Discussion
5 Conclusions
References
QR-Based Ticket Verification and Parking System
1 Introduction
2 Literature Survey
3 Related Work
4 Proposed Work
5 Implementation Model
5.1 QR Code Ticket Generation and Scanning
5.2 QR Code for Parking Stand
6 Block Diagram for Proposed Model
6.1 QR Code Verification
6.2 Flow Chart for Parking Allotment and Payment
6.3 Pseudo Code for Ticket Verification
6.4 Pseudo Code for Parking System
7 Experimental Results
8 Conclusion
References
Design and Analysis of Uniformly Illuminated 8-Way Wilkinson Power Divider for L-Band Applications
1 Introduction
2 The Wilkinson Power Divider with Numerical Illustrations
2.1 Effective Dielectric Constant
2.2 Characteristic Impedance
2.3 Width of the Microstrip
2.4 Length of the Microstrip
3 The Proposed Design and Analysis
4 Results and Discussions
4.1 S-Parameters
4.2 Electric Field (E-field)
4.3 Magnetic Field (H-Field)
4.4 Surface Current
5 Conclusion
References
Comparative Analysis on Mulberry Leaf Disease Detection Using SVM and PNN
1 Introduction
2 Literature Survey
3 Plant Disease Identification
4 Results and Discussion
5 Conclusion
References
Thermal Analysis of Different Components on the PCB Using ANSYS Software
1 Introduction
2 Thermal Analysis of PCBs
3 ANSYS Tool for Thermal Heat Simulation
4 Simulation and Results
5 Conclusion
References
Custom Handloom Mobile Application
1 Introduction
2 Literature Survey
3 Requirements
4 Proposed System
5 Results
6 Conclusion
References
A Compact Orthomode Transducer in K-Band for Satellite Communications
1 Introduction
2 OMT Design
3 Simulated Results and Discussions
4 Conclusion
References
A Review on Stock Market Analysis Using Association Rule Mining
1 Introduction
2 Literature Survey
3 Association Rule on Stock Market
4 Mining Various Kinds of Knowledge from Databases
5 The Methodology of the Study
6 Conclusion
References
Student Performance Assessment Using AI
1 Introduction
2 Literature Survey
3 Models
4 Investigation
5 Conclusion
References
Automatic Smoke Absorber and Filter
1 Introduction
2 Literature Review
2.1 Problem Statement
2.2 Objectives
2.3 Existing Solutions
3 Project Design
3.1 Requirement Analysis
3.2 Implementation
3.3 Block Diagram
3.4 Applications
4 Conclusion
References
Computational Intelligence in Subthalamic Nucleus Deep Brain Stimulation: Machine Learning Unsupervised PCA Tracking Method and Clustering Techniques for Parkinson’s Feature Extraction
1 Introduction
2 Hypothesis
3 Methods
3.1 Latent Variate Factorial PCs
3.2 Principal Components
3.3 Machine Learning Unsupervised PCA and Clustering Algorithmic Techniques
4 Results and Discussion
5 Conclusion
References
Color Image Retrieval with a Weighted Adjacent Structure Model
1 Introduction
2 Related Work
3 Results and Discussion
4 Conclusion
References
Spam and Ham Classification by Multinomial Naïve Bayes Classification in Text Data
1 Introduction
2 Related Work
3 Implementation of the Work
4 Results
5 Conclusion
References
Author Index