E-grāmata: Advances in Computing and Data Sciences: 7th International Conference, ICACDS 2023, Kolkata, India, April 27-28, 2023, Revised Selected Papers

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.