5TH INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN COMPUTING 2023

Tea Break

Industry Partner of ICAC2023

Lunch Break

Conference Photo

420 : A Cross-Domain Hybrid Model for Paddy Disease Classification
109 : Image Classification of Disease Detection in Paddy Crops Using Transfer Learning Approach
137 : Empowering Bell Pepper Farmers with Smart Polytunnel Technology for Powdery Mildew Disease Detection and Management
146 : Deep Learning-Based Image Analysis for Detecting Nutrient Deficiencies of Tomato Plants
241 : Integrated AI-Based System for Comprehensive Poultry Management
477 : “AgarRiskPro” – Device-Based Approach to Detect Diseases and Solution Providing System

151 - Simulation-Based Traffic Management Model to Minimize the Vehicle Congestion in Traffic Signals
487 - Automated Physical Fitness Recommendation System for Driving License
108 - Predicting The Air Pollution Level and Creating an Awareness Platform
157 - Augmented Reality-Enabled Virtual Platform for Wedding Experience
176 - Sea Cense – A Commercially Valued Sea Cucumber Analyzer

494 - Forecasting Employee Personality Changes in The Post Covid-19 Era: Ensemble Learning Approach
77 - Machine Learning Approach to Identify Spread of Kidney Diseases in Sri Lanka
123 - Mobile App Based Enhanced Features for Promote SL Tourism
185 - Improve Productivity and Create a Professional Sri Lankan Film Industry
264 - Enhancing Tomato Cultivation for Quality Yield and Demand Fulfillment

147 - An Efficient Real-Time Air Drumming Approach Using MediaPipe Hand Gesture Model
7 - Sinhala Sign Language Translation Through Immersive 3D Avatars and Adaptive Learning
68 - Facilitating Physical Activities for Elderly with Dementia in Sri Lanka: An HCIDriven Approach
80 - Accurate Stress Detection for Developers: Leveraging Low-Cost IoT Devices (ESP32 And MAX30102) To Analyze Heart Rate Variability Via an External Mouse
504 - Learning Application for Students in Autism Spectrum Disorder

161 - Development of Image Processing Incorporated Real-Time Smart Water Quality Monitoring System to Detect Algae and Debris for a Sustainable Environment
336 - Enhancing Gripper Force Regulation for Fragile Object Handling: Current-Sensed Motor Controllers
493 - Development of a Self-Balancing Robot Platform and Information Recording System for Hazardous Environment
516 - Smart Dustbin and Garbage Monitoring System Using Internet of Things
23 - Dr. Fish: A Deep Learning-Based Mobile Application for Ornamental Fish Industry in Sri Lanka

199 - An Inverse Study of Centrality Measures for Node Groups: Application to Brain Networks
218 - Analyzing The Impact of The Sports Event with Machine Learning
382 - Automatic Identification of Sri Lankan Butterfly Families Using Weighted Ensemble Deep Learning
50 - Deep Learning-Based Approach for Real-Time Traffic Signal Optimization and Vehicle Surveillance
52 - Development of a Prediction System for Criminality and Suicidal in Sri Lanka.

Tea Break

207 - Poisonous Mushroom Detection using Graph Neural Network
253 - Comparative Analysis of Pre-trained Models and Custom CNN for Weed Seedlings Classification
321 - Leaf Guard: Detecting the Diseases in Banana Leaf
378 - Mobile Application for Chili Disease Detection, Correction, Prevention and Price Prediction
362 - Accurate Poultry Disease Identification and Risk Assessment through Object Detection
87 - Sustainable Growth through Automation: Machine Learning and Computer Vision Advancements in Sri Lankan Floriculture

416 - Improved Feature Extraction for Time Series Data Using Sliding Window: A Case Study of Carnatic Tala
195 - Predictive Analytics for Blood Supply Chain Management and Data Security in Healthcare System
205 - SMART UTIL: Utility Bill Management and Usage Analysis for Sustainable Lifestyle
252 - Garment Defect Detection Using Convolutional Neural Network.
255 - Integrating Machine Learning Models for Chili Disease Prediction and Economic Impact Analysis

150 - Design and Musculoskeletal Modelling of a Back Support Exoskeleton (BSE) for Child Care Workers
12 - Study of Factors Influencing on Mental Health and Their Relationships, of IT Sector Employees in Colombo District, Sri Lanka.
476 - Personalized ASD Interventions Recommendation for Sri Lankan Patients
69 - Human Skin Diseases Identification and Treatment Suggestion by Sri Lankan Ayurveda Medicine Using Machine Learning
514 - Development of Convolutional Neural Network-based AI-Dermatoscope for Non-Invasive Skin Assessments

37 - User Behavior Analysis in Determining the Vulnerable Category of Vishing and Smishing
384 - Detection of Network Attacks on Application Servers Using Deep Learning in IoT Environments
11 - Optimizing Gas Fees for Cost-Effective E-voting Smart Contracts on the Ethereum Blockchain
19 - Machine Learning Based Web Application Plugin for Threat Detection and IP Analysis
212 - A Proactive Approach for Behavior Based Ransomware Detection

27 - KidSwatch: Children Development Observation System
75 - “Hand Model” – A Static Sinhala Sign Language Translation using Media-pipe and SVM compared with Hybrid Model of KNN, SVM and Random Forest Algorithms
100 - Enhancing Early Childhood Learning Using Image Processing for Sinhala Medium Education
118 - Enhancing Diabetic Shoe Insole Customization with AI-Driven Approaches
298 - Detection and Visualization of Neglected Tropical Skin Diseases using EfficientNet and Grad-CAM

141 - CapsiScan: Autonomous Robotic System for Monitoring and Managing Greenhouse-based Capsicum Farms
186 - Trek – A Mobile App Solution for Safe Exploration and Healthy Lifestyles
429 - Plant Health Assessment Based on Precision IoT Leaf Phytometry Techniques
458 - Smart Mango - Smart System for Mango Plantation
459 - Intelligent System to Maximize Customer Experience in Restaurants

60 - Sankalpa - Interactive Digital Learning Platform to Enrich Students with Special Needs.
83 - Empowering Secondary Education through AI-Supported E-Learning
178 - Ganitha Piyasa: Effective Lesson Delivery Method for Graphical Dyscalculia Students
198 - EduPlanner –Best Teaching Method for Students with Down Syndrome
209 - The Realtime Yoga Assistant System

81 - Virtual Medical Assistances for Enhanced Healthcare Services in Sri Lanka
119 - Katha App: Sinhala Phonological Disorder Detection and Treatment in Early Childhood
133 - PHRASEFLUENT - An Automated Solution for Children’s Speech Disorders Identification and Therapy Treatments.
144 - Predictive Modeling for Early Identification of Disease Severity in Acute Respiratory Infections: A Case Study with COVID-19
179 - MindRelax: Smart System for Emotion and Mental Stress Monitoring, Detection and Management

70 FedSec: Advanced Threat Detection System for Federated Learning Frameworks
423 Blockchain-Based Chain of Custody Evidence Management System for Digital Forensic Investigations
471 Enhancing Security in SDN Environments through Multi-Layer Authentication and Machine Learning-based Threat Mitigation
402 Bridging the Gap: Secure Northbound Interface in SDN with gRPC
426 QoS Evaluation of SDN Controllers: POX and RYU

88 - A Machine Learning Approach to Analyze the Drug Addiction
93 - Machine Learning Based Approach to Reduce Food Wastage
105 - Deep Learning-Based Predictive and Management System for Dog Care Centers
170 - Enhancing Recruitment Processes Through Integration of Personality Traits and Professional Skills Analysis
235 - Integrating Mobile Sensing and Machine Learning for Early Detection and Personalized Management of Chronic Diseases

240 - A Comparison of Topic Modeling Techniques for Sinhala
263 - Artificial Intelligent Agent to Identify the Correct Human Resources
266 - Emotional State Monitoring with Personalized Activity Recommendations
309 - Optimizing Power Plant Operations Through Machine Learning Based Electricity Demand Forecasting
316 - Knowledge Graph for Multi Hazard Risk Assessment and Management in Rainfall Prone Regions

155 - Smart Aquarium Caring System Using Image Processing and IoT
196 - Impact of Industry 4.0 on Organizational Performance in Sri Lankan Apparel Industry
323 - E-Goyama - A Modern Solution for Profitable Paddy Cultivation.
334 - RubberMate - Integrated Platform for Rubber Crop Harvest and Production
403 - Lankan Legacy: An Intelligent System to Recreate Sri Lankan History

Tea Break

247 - Empowering Deaf Children with Sinhala Sign Language, Emotion Detection, and Sound Recognition
275 - E- Learning Assistive System for Autism Spectrum Disorder (ASD) for Kids
277 - Effectiveness of Deep Learning Technologies to Assist Educational Inclusion for Children with Down Syndrome
381 - An Expert System for the Early Identification and Development of Musical Talent in Children
387 - BRIGHT MINDS Online e-learning app for kids – web application

214 - IHear: Mobile Application for Hearing Impaired Children to facilitate their Hearing and Speech Abilities
257 - Parkinson’s Disease Early Stage Vocal Disorder Classification with Audio Feature Enhancement
294 - Automated Machine Learning for Prediction of Type 2 Diabetes and its Major Complications: A Comparative Study
300 - An Approach for Real Time Computer User Action Monitoring
318 - AI-Integrated Single Platform to Enhance Personal Wellbeing

140 - AntiXcavator: Automated Host-based Detection and Prevention Tool for Crypto-mining Malware Using Static & Dynamic Analysis
285 - The Future of Crime Prevention: Police Case Analysis Using Machine Learning
290 - ElectronicVoting System using Blockchain Technology
299 - A-STEM: Advanced Storage Toolkit for Encryption and Migrations
354 - Blockchain-Based Decentralized Breast Cancer Patient Monitoring System for Remote Healthcare Security.
482 - Ensuring Electronic Health Record (EHR) privacy using Zero Knowledge Proofs (ZKP) and Secure Encryption Schemes on Blockchain

122 - Interview Bot using Natural Language Processing and Machine Learning
132 - CinnaSense: Enhancing Cinnamon Quality and Health with Image Processing
194 - Detection of Diseases and Nutrition in Bell Pepper
203 - An Integrated Approach to Enhance Legal Information Retrieval of Sri Lankan Supreme Court Verdicts
210 - Digital Assistant for Visually Impaired People

326 - StutterAI: Virtual Assistant for Stutter Detection and Analysis Through Machine Learning and Natural Language Processing Approaches
339 - SentiNet: A Robust and Multilingual Sentiment Analysis System with Transfer Learning and Adversarial Training Techniques
352 - Quality Level Identification of Stored Chicken using Machine Learning Algorithms
356 - A Comprehensive System for Accurate Identification of Gemstones from Corundum, Topaz, and Chrysoberyl Families Using Machine Learning Techniques
383 - HistoMind: AI-Based Historical Place Navigator

506 - “DiagnoMe” Mobile Application for Identifying and Predicting the Chronic Diseases
377 - Addressing Key Challenges Faced by SME Exporters in Sri Lanka: A Comprehensive Approach Using Data Driven Technologies.
513 - Visual Kids: Interactive Learning Application for Hearing-impaired Primary School Kids in Sri Lanka
511 - A Mobile–Based Application for Enhance the Knowledge of Kindergarten

Lunch Break

333 - Multimodal Fusion for Enhanced Parkinson's Disease Screening: Integrating Brain MRI, Hand Drawing, Facial Expressions, and Voice Analysis
373 - Early Detection and Effective Treatment for ADHD Using Machine Learning for Sri Lankan Children
374 - Personalized and Interactive Demented Care and Learning Mate with a Virtual System Using Emotion Recognition
419 - AI Powered Virtual Stress Management Assistant for IT Professionals
447 - Brain Tumor Detection Using Image Processing

457 - HANDTALK: Adaptive and Interactive Self-Learning System for Deaf and Dumb School Students in Sri Lanka
462 - Mobile Health Intervention System in Optimizing Healthcare Delivery for Cardiac Patients
479 - Identification of Diabetic Related Eye Diseases Using Deep Learning
521 - Mental Illness Aiding Through Machine Learning and Soft-Computing

233 - Identifying False Content and Hate Speech in Sinhala YouTube Videos by Analyzing the Audio
248 - Nail Abnormalities Detection and Prediction System
313 - Personalized Advertisement Recommendation System for a Social Media Platform in Tamil
340 - Multi Model Approach to Evaluate and Enhance Student - Teacher Interactions
350 - AI-Based Psychology Experts Centralized Support Platform for Post Traumatic Stress Disorder

386 - Novel Approach for Enhancing Mental Well-being through Machine Learning Techniques
400 - Chat-Bot Assisted Recommendation Platform for Computers and Repair Services
409 - Stress Relieving and Emotion Alleviating Activities Recommendation System Based on Deep Reinforcement Learning - A Novel Method Providing Slate Recommendations Which Utilizes SlateQ with Multi-Objective Optimization
435 - Gender Influence on Emotional Recognition using Facial Expressions and Voice
461 - Enhancing Hotel Customer Satisfaction Assessment with Semantic Search-based Scoring

361 - Deep Leaning-based Land Cover Classification for Satellite Images of Sri Lanka using ConvNets
369 - Smart Gradational Vehicle Disassembling and Troubleshooting Support Assistant
437 - Advanced Student Monitoring System for Physical Classes Using Pattern Recognition and Behavioral Analysis
489 - Development of an Enhanced Quality Score Calculation Method for Accurate Assessment of Hotel Quality
491 - Water Quality Assessment of Reservoirs in Sri Lanka

Tea Break

Workshop 1 - Understanding Adversarial Learning through Generative Models

Workshop 2- Internet of Things for Everyday Life