Recent Trends in Computational Intelligence and Its Application

Proceedings of the 1st International Conference on Recent Trends in Information Technology and its Application (ICRTITA, 22)

Sugumaran D, Souvik Pal, Dac-Nhuong Le, Noor Zaman Jhanjhi, Sugumaran D, Souvik Pal, Dac-Nhuong Le, Noor Zaman Jhanjhi

• Publisher: CRC Press
• Year: 2023
• Topic: Computer Science
• eBook ISBN:
  9781000959314
• Subtopic: Computer Science General
• Index: Computer Science

The increase in computing power and sensor data has driven Information Technology on end devices, such as smart phones or automobiles. The widespread application of IT across the globe includes manufacturing, engineering, retail, e-commerce, health care, education, financial services, banking, space exploration, politics (to help predict the sentiments of voter demographics), etc.

The papers in this conference proceeding examine and discuss various interdisciplinary researches that could accelerate the advent of Information Technology.

Table of contents

• Cover Page
• Half Title Page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• Foreword
• Preface
• About the Editors
• Introduction
• Details of Programme Committee
• 1 S-Café—A Smart Ubiquitous Chatbot-based Café for Human Motional Analysis and Coffee Brewing
• 2 A Deep Hybrid Neural Network Model to Detect Diabetic Retinopathy from Eye Fundus Images
• 3 Optimization of Power Generation Costs Using Support Vector Machines
• 4 Masked Face Recognition by Reconstructing Face Using Image Inpainting with GAN
• 5 Deep Learning-Based Heart Sounds Classification Using Discrete Wavelet Transform Features
• 6 Optimal Allocation of Resources in Data Center using Artificial Intelligence
• 7 Flower Leaf Image Classification using Deep Learning Techniques
• 8 Vehicle Monitoring System Detection Using Deep Learning Technique
• 9 Edge Detection System for Object Detection and Alert Generation
• 10 Pest Classification in Paddy by Using Deep ConvNets and VGG19
• 11 Detection of Sink Hole Attack Using RIPEMD Algorithm in Wireless Sensor Networks
• 12 DarkNet for Brain Tumor Detection and Classification
• 13 IOT Based Smart Sprinkling System in Farming
• 14 Design and Development of LoRaWAN Based Module for Pulse Output Water Meter
• 15 Face Emotion Recognition Using Histogram of Oriented Gradient (HOG) Feature Extraction and Neural Networks
• 16 Historical Document Analysis Using Deep Learning
• 17 IoT Based—Low Cost Smart Solar Panel Power Monitoring System Using Arduino and ESP8266
• 18 Segmentation of Corpus Callosum from MRI Images
• 19 Quality Indexing of Reclaimed Water using Internet of Things for Irrigation Purpose
• 20 Energy Efficient Heuristic Best Search Approach for Scheduling Virtual Machines in the OpenNebula Cloud
• 21 Fire Detection and Alert System Using Deep Learning
• 22 EMO Player Using Deep Learning
• 23 Impact Assessment on the Factors Affecting the Crop Yield Using Data Analytics and Principal Component Analysis
• 24 Automatic Parking System with Dynamic Tariff and Allotment of Optimum Parking Space
• 25 Parametric Study to Improve Forecasting Accuracy in Air Quality Data
• 26 Smart Agriculture Monitoring System—Weed Detection and Predicting Soil Moisture and Weather
• 27 Extraction and Analysis of Snow Covered Area from High Resolution Satellite Imageries
• 28 A Customized Deep Convolutional Neural Network for Covid-19 Detection
• 29 Real Time Face Mask Detection Using Mobilenetv2 Algorithm
• 30 Artificial Intelligence in the Field of Textile Industry: A Systematic Study on Machine Learning and Neural Network Approaches
• 31 An Adaptive Feature Weight Using Hybrid Fire Fly with Harmony Optimization Algorithm on Feature Selection and Evaluating the Performance on Multi-Layer Perceptron with Hepatocellular Carcinoma Data
• 32 Optimal and Dynamic Allocation of Efficient Data Center in Cloud Computing for Big Data Applications
• 33 Innovative IoT-based Predictive Control and Monitoring Algorithm for Industrial Safety
• 34 Blind Source Separation in the Presence of AWGN Using ICA-FFT Algorithms a Machine Learning Process
• 35 Analysis of the System Size of a Finite Capacity M/M/C Queueing System with Synchronised Vacations and Impatient Customers
• 36 AUBIT: An Adaptive User Behaviour Based Insider Threat Detection Technique Using LSTM-Autoencoder
• 37 Segmentation of Brain MRI Images Using U-Net
• 38 Forecasting COVID-19 Cases Using Machine Learning
• 39 Efficient Pollutants Assessment of Larger Water-Bodies using Sentinel-2 MSI
• 40 Safety and Legal Measures to Protect Women from Cyber Crimes
• 41 Swin Transformer Based COVID-19 Identification and its Severity Quantification
• 42 Dissertation on Password Space of Disparate Graphical User Authentication Systems
• 43 Convolutional Neural Network Based Image Steganography
• 44 Smart Digilocker Using IoT
• 45 Cybersecurity and Artificial Intelligence: A Systematic Literature Review
• 46 Weighted Support Vector Machine Classification by using Confidence Parameters for Unbalanced Sampling Target Data Sets
• 47 Regional Stores Products Recommender Using Attention-Based Long-Term Short-Term Memory
• 48 Single Product Inventory System Serving Israeli Queued Customers with Batch Service and Instantaneous Replenishment Policy
• 49 Solving Assignment Problem and Game Theory Using Graph Theory
• 50 Real Time Video Instance Segmentation Using Mask RCNN
• 51 Ingenious Concepts of Machine Learning Towards Furtherance
• Converter with Analog MPPT for a Photovoltaic Water Pumping System: High Efficiency and Low Cost
• 53 Prediction of Pediatric Cardiomyopathy Genes Associations Using N2V- LSTM
• 54 Video Surveillance for Intruder Detection and Tracking
• 55 Dynamic Request Redirection and Workload Balancing of Cloud in Business Applications
• 56 Deep Dive on Oversampling and Under Sampling Techniques in Machine Learning
• 57 Water Quality Monitoring and Notification System Based on Arduino, MATLAB and Visualization Techniques
• 58 Computational Drug Discovery Using QSAR Modeling
• 59 Biomedical Image Segmentation Using Enhanced U-NET
• 60 A Survey of Relevance Prediction Based Focused Web Crawlers on the Web
• 61 IndexedByText
• 62 IOT Based Non Invasive Blood Glucose Level Monitoring
• 63 Bio Bank–An Innovation Authentication System for B2B Transaction
• 64 A Cloud Based Healthcare Data Storage System Using Encryption Algorithm
• 65 Deduplication in Cloud Computing for Heterogeneous Data Storage Management
• 66 Application of Neutrosophic Network Using Efficient Domination
• 67 A Comparative Study of CPM Analysis in the Fuzzy and Neutrosophic Environment
• 68 Secret Sharing of Information using First Order ODE and Variable Separable Method
• 69 A Cryptographic Technique Using Conformal Mapping
• 70 Average Resolving Number of a Fuzzy Graph and its Application in Network Theory