Advances in Computing and Data Sciences

Text based Traffic Signboard Detection using YOLO v7 Architecture.- Energy Preserving ABE-based Data Security Scheme for Fog Computing.- An Approach for Effective Object Detection.- An Algorithm for solving two variable linear diophantine equations.- Deep Watcher: A Surveillance System using Deep Learning for the COVID-19 Pandemic.- Multiple linear regression based analysis of weather data for precipitation and visibility prediction.- Optimal and Event Driven Adaptive Fault Diagnosis for Arbitrary Network.- Analysis of Routing in IoT.- Autism children Behavioural Identification from Facial Regions through Thermal Image interpretations.- Synthesis of Elementary Cellular Automata for Targeted Cache Applications.- Optimal Perfect Phylogeny using ILP and Continuous Approximations.- A Novel Method for Near-Duplicate Image Detection Using Global Features.- VSMAS2HN: Verifiably Secure Mutual Authentication Scheme for Smart HealthcareNetwork.- Optimal KAZE and AKAZE Features for Facial Similarity Matching.- Modified InceptionV3 using Soft Attention for the Grading of Diabetic Retinopathy.- Comprehensive Study of Cyber Security in AI Based Smart Grid.- Sentiment classification of Diabetes-related tweets using transformer-based deep learning approach.- Assessment and prediction of a cyclonic event: A Deep learning model.- Technology enabled Self-directed learning: A review and framework.- Detecting Toxic comments using FastText, CNN, and LSTM models.- UEye: Insights on User Interface Design using Eye Movement Visualizations.- Code Mixed Information Retrieval for Gujarati Script News Articles.- Plant Disease classification using VGG-19 based Faster-RCNN.- Classification of Real and Deepfakes visual samples with pre-trained deep learning models.- Deep Learning based Speech Synthesis with Emotion Overlay.- An Ensemble Deep Learning Algorithm to Predict PM2.5 Concentration Levels in Bengaluru's Atmosphere.- Deep learning model based on a Transformers network for sentiment analysis using NLP in sports worldwide.- An Effective Framework for Sentiment Analysis using RNN and LSTM-based Deep Learning Approaches.- Spatial Domain Method for Image Analysis: A Grey-Level Computation Approach.- Crop yield prediction for smart agriculture with climatic parameters using Random Forest.- Implementation of XGBoost Regression for Calories Burnt Prediction using R.- Text Data Augmentation Using Generative Adversarial Networks, Back Translation and EDA.- Machine Learning-Based Temperature Monitoring and Prediction.- Pathrank Algorithm: Ranking Proteins in Mycobacterium tuberculosis and Human PPI Weighted Bipartite Graph Network.- Circ RNA based Classification of SARS CoV-2, SARS CoV-1 and MERS-CoV using Machine Learning.- Ensemble Approach to Classify Spam SMS from.- A Scientific Study for Breast Cancer Detection Using Various Machine Learning Algorithms.- YOLO based segmentation and CNN based classification Framework for epithelial and pus cell detection.- Employing a Novel Metaheuristic Algorithm to Optimize an LSTM Model: A Case Study of Stock Market Prediction.- Driver Dozy Discernment using Neural Networks with SVM Variants.- An Efficient (MFFPA-2) Multiple Fuzzy Frequent Patterns Mining with Adjacency matrix and Type-2 Member function.- Student Personality, Motivation and Sustainability of Technology Enhanced Learning: A SEM-based Approach.- Spear Phishing Using Machine Learning.- An Interpretable Deep Learning model for Skin Lesion Classification.- Unsupervised Ambient Vibration-Based Feature Extraction for Structural Damage Detection.- A New Grey Correlational Compromise Ranking Approach for Portfolio Selection for Investment in ESG Stocks.- Decision Tree based Test Case Generation using Story Board and Natural Language Processing.