Research & Publications

Peer-reviewed publications alongside the undergraduate research projects I currently supervise at the Faculty of Computing, University of Sri Jayewardenepura.

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Publications

Conference · 2025

A Real-Time Spiral Drawing Analysis System for Parkinson's Disease and Essential Tremor Detection via Sensor and AI Integration

International Conference on Intelligent Systems and Computational Strategies in Engineering and Technology. ICICET 2025.
Signals and Communication Technology. Springer, Cham.

Silva F. H. S. R., Kandeepan S., Fernando S. C. R., Maduranga D. R. M.

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Symposium · 2024

Spiral Drawing Test Integrated with Sensor-Equipped Pen on Tablet: A Machine-Learning Approach for Enhanced Neuro Diagnosis of Parkinson's Disease and Essential Tremor

UNI–IN ALLIANCE – 10th Undergraduate Research Symposium 2024

Silva F. H. S. R., Kandeepan S., Fernando S. C. R., Maduranga D. R. M.

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Ongoing Undergraduate Research Projects

Noise Robust Deep Learning Framework for Structural Anomaly and Termite Infestation Detection Using Acoustic and Vibration Signal Analysis
Fabric Defect Detection and Intelligent Quality Grading Under Limited Data Conditions
Deep Reinforcement Learning-Based Adaptive Traffic Signal Control under Mixed Traffic Conditions Using SUMO Simulation
Tourisight – A Multi-Factor Tourist Arrival Forecasting and Analytics Dashboard for Sri Lanka
An IoT-Based Finger Tapping Assessment Device for Objective Severity Estimation of Bradykinesia in Parkinson's Disease Using Machine Learning
Smartwatch-based Heart-rate Alert and Response System for Anxiety Self-management among University Students
Aspect-Based Sentiment Analysis for Sinhala and Code-Mixed Singlish Consumer Reviews
Smart Public Transport Assistance System for Passenger Guidance and Driver Decision Support
Design and Development of a Decision Support System for Inventory and Sales Management in Small Hardware Stores
Design and Development of an AI-Based Smart Reverse Vending System with Intelligent Reward, Tracking, and Sustainability Features
Traffic Signal Optimization System Using Simulation Environment
Digital Transformation in Tourism Promotion: A Smart Web-Based Tourism Promotion Platform for Discovering Hidden Destinations in Sri Lanka

Research & Publications

Publications

A Real-Time Spiral Drawing Analysis System for Parkinson's Disease and Essential Tremor Detection via Sensor and AI Integration

Spiral Drawing Test Integrated with Sensor-Equipped Pen on Tablet: A Machine-Learning Approach for Enhanced Neuro Diagnosis of Parkinson's Disease and Essential Tremor

Ongoing Undergraduate Research Projects

Noise Robust Deep Learning Framework for Structural Anomaly and Termite Infestation Detection Using Acoustic and Vibration Signal Analysis

Fabric Defect Detection and Intelligent Quality Grading Under Limited Data Conditions

Deep Reinforcement Learning-Based Adaptive Traffic Signal Control under Mixed Traffic Conditions Using SUMO Simulation

Tourisight – A Multi-Factor Tourist Arrival Forecasting and Analytics Dashboard for Sri Lanka

An IoT-Based Finger Tapping Assessment Device for Objective Severity Estimation of Bradykinesia in Parkinson's Disease Using Machine Learning

Smartwatch-based Heart-rate Alert and Response System for Anxiety Self-management among University Students

Aspect-Based Sentiment Analysis for Sinhala and Code-Mixed Singlish Consumer Reviews

Smart Public Transport Assistance System for Passenger Guidance and Driver Decision Support

Design and Development of a Decision Support System for Inventory and Sales Management in Small Hardware Stores

Design and Development of an AI-Based Smart Reverse Vending System with Intelligent Reward, Tracking, and Sustainability Features

Traffic Signal Optimization System Using Simulation Environment

Digital Transformation in Tourism Promotion: A Smart Web-Based Tourism Promotion Platform for Discovering Hidden Destinations in Sri Lanka