Computer, Communication, and Signal Processing. Smart Solutions Towards SDG
Description
This book constitutes the refereed proceedings of the 8th IFIP TC 12 International Conference on Computer, Communication, and Signal Processing with special focus on Smart Solutions towards SDG, ICCCSP 2024, held in Chennai, India, during March 20-22, 2024.
The 32 full papers and 4 short papers presented in this book were carefully selected and reviewed from 166 submissions. They were organized in topical sections as follows: SDG 3 Good Health and Well-Being; SDG 4 Quality Education; SDG 9 Industry, Innovation and Infrastructure; and SDG 11 Sustainable Cities and Communities.
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Content
.- SDG 3 Good Health and Well-Being.
.- Revelatory insights into Parkinson's : Hand Gestures deciphering with Mobilenet SSD.
.- Precision Exercise Monitoring through Advanced Body Language Detection using Computer Vision.
.- Time Series Forecasting for COVID-19 Confirmed Cases using Transformer based Stacked LSTM model.
.- Automated Depression Detection Using CNN and Transformer-Based Pre-Trained Language Models.
.- Integrating Deep Learning Frameworks for Automated Medical Image Diagnosis.
.- Explaining Parkinson's Disease Detection by Ensemble Classifiers with Local Interpretable Features.
.- Mental Stress Assessment in Working Environment for an Individual using Wearable Sensor of EEG And Pulse Signal Measured with help of Deep Learning Algorithm.
.- Speech Recording Analysis for Parkinson's Detection using Machine Learning Approach.
.- Compressed VGGNet for automatic COVID-19 Disease Detection from CT scan Images.
.- Diabetic Foot Ulcer Localization using various Deep Learning Approaches.
.- MEDISYNC: Fingerprint-Enabled Authorization of Medical Device Calibration.
.- Renal Irregularities Detection Using Convolutional Neural Network.
.- Surveillance and Mitigation of External Stimuli-Induced Sensory Overload in Autism with IoMT: Communicating Insights to Caregivers.
.- SDG 4 Quality Education.
.- A New Innovative Initialization Strategy in Population-Based Evolutionary Optimization Algorithms.
.- AI-Enhanced Sign Language Interpreter.
.- An NLP based Approach to Automate and Enhance the Systematic Review within PRISMA format.
.- Closing the Communication Divide: Enhancing Sign Language Recognition with Gesture-to-Text Conversion through Computer Vision.
.- Evolving GAN-BERT architecture for Efficient Text categorization with minimal labeled data.
.- Assessing Degradation Levels of Palm Leaf Manuscripts with Random Forest using Gabor Features.
.- Sign Language Recognition System - A Review.
.- SDG 9 Industry, Innovation and Infrastructure.
.- Implementing a NFT based album purchasing web application using ReactJs by integrating with ethereum blockchain.
.- A Deep Learning-Based Algorithm for Predicting the Turning Point of Cloud Workload.
.- Perl eBook: Unleashing Machine Learning with TensorFlow.js in a Node.js and SQL Environment.
.- Cluster Based Classification of Question Independent C Codes.
.- HyPRETo: Hybrid Pre-Trained Ontology Approach for Contextual Relation Classification on Mosquito Vector Biocontrol Agents.
.- Predictive Maintenance for Hard Disk Drives using Random Forest.
.- Ethereum Powered WEB3 Crowdfunding Platform.
.- Enhancing Adaptive Data Management Middleware: Techniques for Federated Cloud Environments.
.- SDG 11 Sustainable Cities and Communities.
.- DestiNexus: Probabilistic Framework for Weather Informed Travel Itinerary Optimization.
.- Explaining Sentiments in Indian Legal Judgments with LIME and SHAP.
.- An Integrated Framework Utilizing Hybrid LDA and BERT for Enhanced Hotel Recommendation Systems.
.- Road Damage Detection Using Real Time Video.
.- Smart Armband with Fall Detection in Elderly.
.- Waste segregation using Deep Learning model.
.- Touchless Doorbell with Face Detection.
.- Facial Deblurring and Recognition using Image Processing and Machine Learning Techniques.