PROF. DULANI MEEDENIYA
PROFESSOR
PhD (St Andrews), MSc (Moratuwa), BSc (Hons) (Peradeniya), CEng (UK), MIET (UK), FHEA (UK)
Publications
Updated automatically from OpenAlex- 2026Acoustic Intelligence with Multi-Stage Model Optimization for Environmental Sound ClassificationPasan Sarathchandra, Senuri Mallikarachchi, Dimalsha Madushani, Dulani Meedeniya · Smart Cities
- 2026Blazing trails: Cutting-edge technologies revolutionizing forest fire screeningDulani Meedeniya, Charuni Kosala · Advances in computers
- 2026Context-Aware Multi-Agent Architecture for Wildfire InsightsAshen Sandeep, Sithum Jayarathna, Sunera Sandaruwan, Venura Samarappuli, Dulani Meedeniya, Charith Perera · Sensors
- 2026Environmental Sound Classification Using Advanced Pooling and Hybrid Convolution-KAN ArchitecturePasan Sarathchandra, Dimalsha Madushani, Senuri Mallikarachchi, Dulani Meedeniya · IEEE Access
- 2026Generalizable Corn Gray Leaf Spot Classification with Explainability for Resource Constraint EnvironmentsPulindu Ranaweera, Dulani Meedeniya · International Research Conference on Smart Computing and Systems Engineering (SCSE)
- 2026Multi-Objective Cloud Workflow Scheduling With Two-Stage Deep Reinforcement Learning and Graph Neural NetworksSunera Chandrasiri, Dulani Meedeniya · IEEE Access
- 2026Ontology-Driven Framework for Knowledge Graph Construction from Multimodal Wildfire DataCharuni Kosala, Dulani Meedeniya · International Research Conference on Smart Computing and Systems Engineering (SCSE)
- 2026ResQConnect: AI-assisted disaster response and task synthesis system with agentic RAGChemini Mallikarachchi, Savinu Aththanayake, Janeesha Wickramasinghe, Sajeev Kugarajah, Dulani Meedeniya · Software Impacts
- 2026ResQConnect: An AI-Powered Multi-Agentic Platform for Human-Centered and Resilient Disaster ResponseSavinu Aththanayake, Chemini Mallikarachchi, Janeesha Wickramasinghe, Sajeev Kugarajah, Dulani Meedeniya, Biswajeet Pradhan · Sustainability
- 2026SEZ-HARN: Self-explainable Zero-shot Human Activity Recognition NetworkDevin Y. De Silva, Sandareka Wickramanayake, Dulani Meedeniya, Sanka Rasnayaka · Computers & Electrical Engineering
- 2026TranSPAN: Analyzing Signal Property Learning in Transformer-Based Time Series ClassificationNirasha Munasinghe, Sandareka Wickramanayake, Dulani Meedeniya · IEEE Access
- 2025Brain Tumour Segmentation and Edge Detection Using Self-Supervised LearningDasith Samarasinghe, D.M.J. Wickramasinghe, Theshan Wijerathne, Dulani Meedeniya, Pratheepan Yogarajah · International Journal of Online and Biomedical Engineering (iJOE)
- 2025Cardiac MRI Segmentation of Ventricular Structures and Myocardium Using U-Net VariantsChinthalanka B. Wijesinghe, Dulani Meedeniya, Pratheepan Yogarajah · International Conference on Advanced Research in Computing (ICARC)
- 2025Chest X-Ray Report Generation Using Abnormality Guided Vision Language ModelDasith Edirisinghe, Wimukthi Nimalsiri, Mahela Hennayake, Dulani Meedeniya, Gilbert Lim · IEEE Access
- 2025Elephant Sound Classification Using Deep Learning OptimizationHiruni Dewmini, Dulani Meedeniya, Charith Perera · Sensors
- 2025Energy-Efficient Dynamic Workflow Scheduling in Cloud Environments Using Deep LearningSunera Chandrasiri, Dulani Meedeniya · Sensors
- 2025Explainable AI for Building Trustworthy Transformer-Based Abstractive Summarization ModelsHiranya Panawenna, Kasun Gayashan Hettihewa, Sandareka Wickramanayake, Dulani Meedeniya · Springer eBooks
- 2025Explainable Artificial Intelligence Driven Segmentation for Cervical Cancer ScreeningNiruthikka Sritharan, Nishaanthini Gnanavel, Prathushan Inparaj, Dulani Meedeniya, Pratheepan Yogarajah · IEEE Access
- 2025Explainable image segmentation for spatio-temporal and multivariate image data in precipitation nowcastingImantha Ahangama, Dulani Meedeniya, Biswajeet Pradhan · Results in Engineering
- 2025Glaucoma identification with retinal fundus images using deep learning: Systematic reviewDulani Meedeniya, Thisara Shyamalee, Gilbert Lim, Pratheepan Yogarajah · Informatics in Medicine Unlocked
- 2025Human Activity Recognition Using Spatio-Temporal Dual Attention with Cross-Sensor AttentionMeenambika Chandirakumar, Thanushanth Kanagarajah, Nithursika Kalanantharasan, Sandareka Wickramanayake, Dulani Meedeniya · International Joint Conference on Neural Networks (IJCNN)
- 2025Review on Sustainable Forestry with Artificial IntelligenceRayan Binlajdam, Dulani Meedeniya, Charuni Kosala, Oktay Karakuş, OMER F. RANA, Pablo Orozco‐terWengel, Benoît Goossens, Adisorn Lertsinsrubtavee, Preechai Mekbungwan, Deepak Mishra, Charith Perera · ACM Journal on Computing and Sustainable Societies
- 2024A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound ClassificationThivindu Paranayapa, Piumini Ranasinghe, Dakshina Ranmal, Dulani Meedeniya, Charith Perera · Sensors
- 2024Autism spectrum disorder identification using multi‐model deep ensemble classifier with transfer learningLakmini Herath, Dulani Meedeniya, Janaka C. Marasinghe, Vajira Senaka Weerasinghe, Tele Tan · Expert Systems
- 2024Automated Tool Support for Glaucoma Identification With Explainability Using Fundus ImagesThisara Shyamalee, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne · IEEE Access
- 2024CNN-based Optimization for Lung Sound Classification with Mobile AccessibilityThinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara · International Research Conference on Smart Computing and Systems Engineering (SCSE)
- 2024EnsembleCAM: Unified Visualization for Explainable Cervical Cancer IdentificationNiruthikka Sritharan, Nishaanthini Gnanavel, Prathushan Inparaj, Dulani Meedeniya, Pratheepan Yogarajah · International Research Conference on Smart Computing and Systems Engineering (SCSE)
- 2024ESC-NAS: Environment Sound Classification Using Hardware-Aware Neural Architecture Search for the EdgeDakshina Ranmal, Piumini Ranasinghe, Thivindu Paranayapa, Dulani Meedeniya, Charith Perera · Sensors
- 2024Federated Learning for Heart Disease Detection in Smart HealthcareDulani Meedeniya, Roshinie Jayasundara, Meelan Bandara, Isuru Ariyarathne · Chapman & Hall/CRC eBooks
- 2024Hardware-aware Neural Architecture Search for Sound Classification in Constrained EnvironmentsPiumini Ranasinghe, Thivindu Paranayapa, Dakshina Ranmal, Dulani Meedeniya · International Research Conference on Smart Computing and Systems Engineering (SCSE)
- 2024Interpretable Cervical Cell Classification: A Comparative AnalysisNishaanthini Gnanavel, Prathushan Inparaj, Niruthikka Sritharan, Dulani Meedeniya, Pratheepan Yogarajah · International Conference on Advanced Research in Computing (ICARC)
- 2024Lung Sound Classification for Respiratory Disease Identification Using Deep Learning: A SurveyThinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara, Isabel de la Torre Díez · International Journal of Online and Biomedical Engineering (iJOE)
- 2024Lung Sound Classification With Multi-Feature Integration Utilizing Lightweight CNN ModelThinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara, Isabel de la Torre Díez · IEEE Access
- 2024Melanoma Skin Cancer Identification with Explainability Utilizing Mask Guided TechniqueLahiru Gamage, Uditha Isuranga, Dulani Meedeniya, Senuri De Silva, Pratheepan Yogarajah · Electronics
- 2024Skin cancer identification utilizing deep learning: A surveyDulani Meedeniya, Senuri De Silva, Lahiru Gamage, Uditha Isuranga · IET Image Processing
- 2024Spatio-Temporal Dual-Attention Transformer for Time-Series Behavioral BiometricsKim‐Ngan Nguyen, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya, Sanjay Saha, Terence Sim · IEEE Transactions on Biometrics Behavior and Identity Science
- 2023Advanced Learning TechniquesDulani Meedeniya · Chapman & Hall/CRC eBooks
- 2023An adaptive and interactive learning toolkit (iLearn)Shakyani Jayasiriwardene, Dulani Meedeniya · Software Impacts
- 2023A Survey on Deep Learning Based Forest Environment Sound Classification at the EdgeDulani Meedeniya, Isuru Ariyarathne, Meelan Bandara, Roshinie Jayasundara, Charith Perera · ACM Computing Surveys
- 2023Automated Radiology Report Generation Using TransformersWimukthi Nimalsiri, Mahela Hennayake, K. D. I. S. Rathnayake, Thanuja D. Ambegoda, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)
- 2023BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU-enhanced Keystroke DynamicsDilshan Senarath, Sanuja Tharinda, Maduka Vishvajith, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya · IEEE International Joint Conference on Biometrics (IJCB)
- 2023Concepts and TerminologyDulani Meedeniya · Chapman & Hall/CRC eBooks
- 2023CXLSeg Dataset: Chest X-ray with Lung SegmentationWimukthi Nimalsiri, Mahela Hennayake, K. D. I. S. Rathnayake, Thanuja D. Ambegoda, Dulani Meedeniya · International Conference on Cyber Management and Engineering (CyMaEn)
- 2023Deep LearningDulani Meedeniya · Chapman & Hall/CRC eBooks
- 2023Enhancement of Deep Learning ArchitecturesDulani Meedeniya · Chapman & Hall/CRC eBooks
- 2023Explainable artificial intelligence for enhanced living environments: A study on user perspectiveSandareka Wickramanayake, Sanka Rasnayaka, Madushika Gamage, Dulani Meedeniya, Indika Perera · Advances in computers
- 2023Forest Sound Classification Dataset: FSC22Meelan Bandara, Roshinie Jayasundara, Isuru Ariyarathne, Dulani Meedeniya, Charith Perera · Sensors
- 2023IntroductionDulani Meedeniya · Chapman & Hall/CRC eBooks
- 2023Machine Learning Approach to Analyze Breast CancerSatya Ranjan Dash, Saurav Roy, Jnyana Ranjan Mohanty, Dulani Meedeniya, Manoj Ranjan Mishra · Smart innovation, systems and technologies
- 2023Melanoma Skin Cancer Classification with ExplainabilityL.B. Gamage, Uditha Isuranga, Senuri De Silva, Dulani Meedeniya · International Conference on Advanced Research in Computing (ICARC)
Last updated 30 October 2026