Advances in Science and Technology

Vivek Sunnapwar, Hariram Chavan, Namrata F. Ansari

• Publisher: CRC Press
• Year: 2026
• Topic: Computer Science
• eBook ISBN:
  9781040915240
• Subtopic: Computer Networking
• Index: Computer Science

ICAST-2024 is the 7th International Conference organized by K. J Somaiya Institute of Technology, Sion, Mumbai in association with University of Mumbai. The aim of the conference is to bring together academicians, researchers, developers, engineers, students, industrial experts and practitioners working in India and abroad promoting research and developmental activities & scientific information interchange in the field of Computer Sciences, Advances in Signal Processing, Wireless Communications & Networking, Applied Sciences and Humanities and Interdisciplinary Studies to a common forum. The researchers presenting their work and the attendees attending the sessions will have the fine blend of knowledge and information exchange with the latest advancement & future directions in the mentioned emerging areas as various tracks listed. The conference tracks will be addressed by international delegates sharing the research and development activities in the field of science and technology under higher education, worldwide.

Table of contents

• Cover Page
• Half Title Page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• Preface
• Acknowledgments
• Abbrivations
• Editor Biography
• 1 Suggestion of an Optimized and Miniature Biogas Model for a Small-Scale Level
• 2 Video-Based Sign Language Recognition Using CNN for Frame Feature Extraction and a Hybrid Temporal Model with Self-Attention and LSTM
• 3 Transparency in Vehicle CO2 Emission Forecast: Unraveling Predictions with Explainable AI
• 4 AI Based Paper Evaluation System for Enhanced Student Assessment
• 5 Analog Beamforming: A Promising Technology for 5G and mm Wave Technology
• 6 Exploring the Relationship Between Vastushastra Principles and Business Management Functions
• 7 Deception Detection using Crime Analytics: Leveraging Deep Learning for Safer Digital Spaces
• 8 AI Enhanced Driver Fatigue Monitoring System
• 9 Grape Plant Disease Detection Using Residual Neural Network (ResNet50V2)
• 10 Breast Cancer Prediction Using Machine Learning
• 11 Topic Modelling using LDA on Agriculture Corpus
• 12 A Comprehensive Study on Hybrid Encryption Algorithms for Enhancing Cloud Data Security
• 13 A Reliable Indoor Navigation System for Humans Using AR-based Technique
• 14 Legal Documentation Assistant (LDA)
• 15 Automated Examination System: Question Generation and Grading for Smart Education
• 16 Personal Finance Tracker using Optical Character Recognition with Llama Vision
• 17 Krishi Samriddhi: ML and IoT-Based Smart Crop Recommendation with Long-Distance Data Transfer
• 18 AI-Driven Flood Forecasting: Advancements, Challenges, and Future Directions
• 19 Image Restoration and Super-Resolution with GANs
• 20 AI-Driven ADHD Detection: A Machine Learning Approach for Early Diagnosis
• 21 AI-Enhanced Supply Chain Logistics: Integrating Reinforcement Learning, Ant Colony Optimization, and Blockchain for Intelligent Optimization
• 22 Smart Mirror With Artificial Intelligence
• 23 BrainScanVision: Advanced AI for Infarct and Hemorrhage Detection
• 24 Utilization of Surfactants for Stimulation of Anaerobic Digestion Process of Potato waste-Cow dung
• 25 Cardiovascular Disease Detection and Prevention using IoT and ML
• 26 Novel Thin Cloud Removal Framework with Homomorphic Filter and Gamma Correction
• 27 A Cloud-Native Framework for Real-Time Topology Analysis and Security Monitoring in SDN Environments
• 28 Crime Prediction and Patrol Optimization: H2O Auto ML-Based Recidivism Forecasting, Crime Classification, and Deployment Strategy using Linear Programming
• 29 Design and Implementation of a LabVIEW-based Data Acquisition System for Liquid Oxygen Separation Project
• 30 NeuroCursor: A Brain-Computer Interface (BCI) for Differently Abled Persons
• 31 From Human Vision to Neural Networks: Improving Robustness in Degraded Shape Recognition
• 32 Integrating AI and Computer Vision for Early Detection of Skin Cancer Using Dermoscopic Image Analysis
• 33 Enhancing Alzheimer's Prediction Accuracy with Explainable AI
• 34 Cross-Dimensional Analysis of U-Net Variants for Dental Caries Detection across Multi-Modal Radiographs
• 35 Toothbuddy: Remote Dental Diagnostic and Consultation System
• 36 The future of Security and Authorization Issues in the V@X Environment—A Survey
• 37 Pro-Nuance: Language Pronunciation Trainer
• 38 Impact of Social Media on Mental Health using Machine Learning
• 39 Fixed Wing Surveillance and Reconnaissance Drone
• 40 Continuous Question Answering Framework
• 41 Estimating Crop Yield Utilizing Machine Learning And Sentinel Photography
• 42 Digital Health Record Monitoring System Using Blockchain
• 43 Transfer Learning-Based Deep Models for Diabetic Retinopathy Classification: A Comparative Assessment of Accuracy, Memory and Time Complexity
• 44 Comparative Analysis of ML Classifiers for IoT Botnet Detection Using UNSW-NB15
• 45 BERT WEIGHT: Word-Level Sentiment Analysis through Contextual Token Attribution and Embedding Weighting
• 46 Automated Real-Time Detection of Suspicious Insider Activities Using SIEM Based Log Analysis
• 47 ViT-Guide: Vision Transformer-Based Assistive Captioning for Visually Impaired Individuals in Railway Stations
• 48 Improved Ensemble Learning Technique for Classification of Movie Reviews
• 49 Detection of Investment Scam-related Bitcoin Addresses via CatBoost Machine Learning Model
• 50 Profiling Bitcoin Addresses for Ownership Recognition
• 51 A Beginner-Level Project on a Smart Trash Bin Using Sensors and Arduino Uno
• 52 Development of IoT Laboratory: A Structured Approach to Learning IoT Technologies
• 53 A Study of Biometric Identification and Verification System
• 54 Design and Development of Circularly Polarized Patch Antenna at 5.8 GHz
• 55 Pluto—Advanced Band for Autism Support
• 56 SAKHA: AI—A Voice Assistant for the Elderly, Lonely, and Sick Using Empathetic Human-AI Interaction
• 57 SafeHer: IoT Innovations for Women's Safety
• 58 SevaYantra—A Patient Assistance Robot
• 59 Evaluating Zero-Trust Architectures to Mitigate Advanced Persistent Threats in Cloud Environments
• 60 NeuralTraffic: An AI Driven Dynamic Traffic Signal Management System Based on Vehicle Detection and Priority
• 61 Quantifying Pedagogical Impact: Student Evaluations in Higher and Technical Education
• 62 Understanding and Predicting Home Cooking Behaviours through AI-driven Analysis of Motivations, Health Perceptions, and Lifestyle
• 63 FastWrite: Automation of Code Documentation
• 64 Pulse Oximeter System Using Arduino
• 65 Aquaroot: IoT Based Water Level
• 66 GEONN for Satellite Image-to-Map Translation via Enhanced Geospatial Processing
• 67 Hybrid Framework for Explainable Glaucoma Detection: Integration of U-Net, DeepLabV3+, and Semi-Supervised Learning
• 68 Deep Learning-Based Interview Analysis: A Multimodal Approach Using NLP and CNN
• 69 Transformer-based Model for Predicting Stock Market Trends
• 70 Revolutionizing Efficiency: The Impact of Business Process Automation on Modern Enterprises
• 71 Machine Learning Techniques for Effective and Precise Identification of Rice Leaf Diseases
• 72 Optimizing Object Detection Models for Precision Agriculture in Boosting Plant Disease Identification
• 73 Dynamic Content Creation: Leveraging AI and APIs for Social Media Engagement and Influencer Marketing
• 74 ResNet-Powered Deep Learning for Multi-Stage Classification of Diabetic Retinopathy
• 75 Creation of Virtual Herbal Garden using 3D Modelling