Full Description
This book constitutes the refereed proceedings of the First International Research Conference on Computing Technologies for Sustainable Development, IRCCTSD 2024, held in Chennai, India, during May 9-10, 2024.
The 65 full papers and 14 short papers presented here were carefully selected and reviewed from 264 submissions. These papers have been organized in the following topical sections:
Part I : innovations in precision agriculture techniques and strategies for enhancing agriculture production; classification and prediction analysis in healthcare; animal welfare; and innovations in diagnostics.
Part II : video and image processing for security analysis; innovations for smart cities; sustainable practices in e-commerce: challenges and trends.
Part III : environmental analysis and protection; inclusive communication techniques; AI for text, audio, image and video processing; and application of AI for education.
Contents
.- Video and Image processing for Security Analysis.
.- Intrusion Detection from Surveillance Video using Frame Based Image Processing Techniques.
.- Blockchain Based Research Data Repository.
.- DeepFake Image Video And Audio Detection.
.- Targeted Image Manipulation.
.- Efficient Deepfake Image Detection Using Dense CNN Architecture.
.- Innovation in Vehicle Tracking: Harnessing YOLOv8 and Deep Learning Tools for Automatic Number Plate Detection.
.- Network Anomaly Detection Mitigation of DDOS attack using Machine Learning.
.- Leveraging the trio of 5G, MIMO, and IoT for proactive vehicular crash prevention in VAN.
.- Envision, Enhanced, Envisage (EEE) IoT Device Prediction using Neural Network.
.- Image Tampering Detection Using Deep Learning.
.- Innovations for Smart Cities.
.- Artificial Intelligence-Powered Advanced Driver Assistance Systems in Vehicles.
.- DriveSafe: AI & IoT powered Driver Alertness for Enhanced Passenger Safety.
.- Driver Safety Advancements: Drowsiness Detection with YOLO V8.
.- Elevator Management System with SRTF Scheduling.
.- Methods for Mitigating Leakage Power in VLSI Design.
.- Next-Gen Home Automation: Sensor-based Connectivity and Appliance Control.
.- Navigating the Complexities of Municipal Waste Management:Enhancing Cost Prediction for Sustainable Urban Solutions.
.- Sustainable Practices in E-Commerce: Challenges and Trends.
.- Analyzing Bank Customer Behavior: Segmentation and Prediction using Big Data Analytics.
.- Strategic BPNN Forecasting: Integrating Indicators, Bonds, Gold, and Indices for Enhanced Stock Trend Analysis.
.- Enhancing Product Review Understanding: Text Summarization with BART Large XSum.
.- Forecasting Sustainability : A study of Demand Prediction in Circular Economics.
.- Gold Price Forecasting using Machine Learning Techniques.
.- Credit Card Fraud Detection Using XG Boost.
.- A Remunerative Self-Checkout System Designed for Small Scale Supermarkets.
.- SMART FIT- Elevating Fashion with Image Processing.
.- E-Commerce Product Sentiment Assessment and Aspect Analysis.