Dulani Meedeniya

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 51

Top Topics

Neural Architecture

Retinal Fundus Images

Top Venues

Publications

Sandareka Wickramanayake, Sanka Rasnayaka, Madushika Gamage, Dulani Meedeniya, Indika Perera
Chapter One - Explainable artificial intelligence for enhanced living environments: A study on user perspective. Adv. Comput. 133 (2024)
Thivindu Paranayapa, Piumini Ranasinghe, Dakshina Ranmal, Dulani Meedeniya, Charith Perera
A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound Classification. Sensors 24 (4) (2024)
Thisara Shyamalee, Dulani Meedeniya, Gilbert Lim, Mihipali Karunarathne
Automated Tool Support for Glaucoma Identification With Explainability Using Fundus Images. IEEE Access 12 (2024)
Thinira Wanasinghe, Sakuni Bandara, Supun Madusanka, Dulani Meedeniya, Meelan Bandara, Isabel de la Torre Díez
Lung Sound Classification With Multi-Feature Integration Utilizing Lightweight CNN Model. IEEE Access 12 (2024)
Dulani Meedeniya, Isuru Ariyarathne, Meelan Bandara, Roshinie Jayasundara, Charith Perera
A Survey on Deep Learning Based Forest Environment Sound Classification at the Edge. ACM Comput. Surv. 56 (3) (2024)
Dakshina Ranmal, Piumini Ranasinghe, Thivindu Paranayapa, Dulani Meedeniya, Charith Perera
ESC-NAS: Environment Sound Classification Using Hardware-Aware Neural Architecture Search for the Edge. Sensors 24 (12) (2024)
Meelan Bandara, Roshinie Jayasundara, Isuru Ariyarathne, Dulani Meedeniya, Charith Perera
Forest Sound Classification Dataset: FSC22. Sensors 23 (4) (2023)
Shakyani Jayasiriwardene, Dulani Meedeniya
An adaptive and interactive learning toolkit (iLearn). Softw. Impacts 15 (2023)
Dilshan Senarath, Sanuja Tharinda, Maduka Vishvajith, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya
BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU-enhanced Keystroke Dynamics. IJCB (2023)
Dilshan Senerath, Sanuja Tharinda, Maduka Vishwajith, Sanka Rasnayaka, Sandareka Wickramanayake, Dulani Meedeniya
BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU enhanced Keystroke Dynamics. CoRR (2023)
P. Demotte, Kalana Wijegunarathna, Dulani Meedeniya, I. Perera
Enhanced sentiment extraction architecture for social media content analysis using capsule networks. Multim. Tools Appl. 82 (6) (2023)
Pathirage N. Deelaka, Devin Y. De Silva, Sandareka Wickramanayake, Dulani Meedeniya, Sanka Rasnayaka
TEZARNet: TEmporal Zero-Shot Activity Recognition Network. ICONIP (15) (2023)
Nada Alhirabi, Stephanie Beaumont, Jose Tomas Llanos, Dulani Meedeniya, Omer F. Rana, Charith Perera
PARROT: Interactive Privacy-Aware Internet of Things Application Design Tool. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Shashimal Senarath, Primesh Pathirana, Dulani Meedeniya, Sampath Jayarathna
Customer Gaze Estimation in Retail Using Deep Learning. IEEE Access 10 (2022)
Thisara Shyamalee, Dulani Meedeniya
Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification. Int. J. Autom. Comput. 19 (6) (2022)
Nipuni Hewage, Dulani Meedeniya
Machine Learning Operations: A Survey on MLOps Tool Support. CoRR (2022)
Primesh Pathirana, Shashimal Senarath, Dulani Meedeniya, Sampath Jayarathna
Eye gaze estimation: A survey on deep learning-based approaches. Expert Syst. Appl. 199 (2022)
Sasmitha Dasanayaka, Vimuth Shantha, Sanju Silva, Dulani Meedeniya, Thanuja D. Ambegoda
Interpretable machine learning for brain tumour analysis using MRI and whole slide images. Softw. Impacts 13 (2022)
Heshan Padmasiri, Jithmi Shashirangana, Dulani Meedeniya, Omer F. Rana, Charith Perera
Automated License Plate Recognition for Resource-Constrained Environments. Sensors 22 (4) (2022)
Dulani Meedeniya, Hashara Kumarasinghe, Shammi Kolonne, Chamodi Fernando, Isabel de la Torre Díez, Gonçalo Marques
Chest X-ray analysis empowered with deep learning: A systematic review. Appl. Soft Comput. 126 (2022)
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya Ranjan Nayak, Janmenjoy Nayak, Shanmuganathan Vimal, Seifidine Kadry
License plate recognition using neural architecture search for edge devices. Int. J. Intell. Syst. 37 (12) (2022)
Hashara Kumarasinghe, Shammi Kolonne, Chamodi Fernando, Dulani Meedeniya
U-Net Based Chest X-ray Segmentation with Ensemble Classification for Covid-19 and Pneumonia. Int. J. Online Biomed. Eng. 18 (7) (2022)
Senuri De Silva, Sanuwani Dayarathna, Gangani Ariyarathne, Dulani Meedeniya, Sampath Jayarathna, Anne Michalek
Computational Decision Support System for ADHD Identification. Int. J. Autom. Comput. 18 (2) (2021)
Senuri De Silva, Sanuwani Dayarathna, Gangani Ariyarathne, Dulani Meedeniya, Sampath Jayarathna
fMRI Feature Extraction Model for ADHD Classification Using Convolutional Neural Network. Int. J. E Health Medical Commun. 12 (1) (2021)
Iresha D. Rubasinghe, Dulani Meedeniya, Indika Perera
SAT-Analyser Traceability Management Tool Support for DevOps. J. Inf. Process. Syst. 17 (5) (2021)
Navodini Wijethilake, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Mobarakol Islam, Hongliang Ren
Glioma Survival Analysis Empowered With Data Engineering - A Survey. IEEE Access 9 (2021)
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera
Automated License Plate Recognition: A Survey on Methods and Techniques. IEEE Access 9 (2021)
Vijini Mallawaarachchi, Lakmal Meegahapola, Roshan Madhushanka, Eranga Heshan, Dulani Meedeniya, Sampath Jayarathna
Change Detection and Notification of Web Pages: A Survey. ACM Comput. Surv. 53 (1) (2020)
Navodini Wijethilake, Dulani Meedeniya, Charith Chitraranjan, Indika Perera
Survival prediction and risk estimation of Glioma patients using mRNA expressions. BIBE (2020)
Dilantha Haputhanthri, Gunavaran Brihadiswaran, Sahan Gunathilaka, Dulani Meedeniya, Sampath Jayarathna, Mark Jaime, Christopher Harshaw
Integration of Facial Thermography in EEG-based Classification of ASD. Int. J. Autom. Comput. 17 (6) (2020)
Navodini Wijethilake, Mobarakol Islam, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Hongliang Ren
Radiogenomics of Glioblastoma: Identification of Radiomics associated with Molecular Subtypes. CoRR (2020)
Navodini Wijethilake, Mobarakol Islam, Dulani Meedeniya, Charith Chitraranjan, Indika Perera, Hongliang Ren
Radiogenomics of Glioblastoma: Identification of Radiomics Associated with Molecular Subtypes. MLCN/RNO-AI@MICCAI (2020)
Gihan Gamage, Indika Perera, Dulani Meedeniya, Anuradha Welivita
A Crowdsourced Gameplay for Whole-Genome Assembly via Short Reads. Int. J. Online Biomed. Eng. 16 (8) (2020)
Navodini Wijethilake, Dulani Meedeniya, Charith Chitraranjan, Indika Perera
Survival prediction and risk estimation of Glioma patients using mRNA expressions. CoRR (2020)
Gangani Ariyarathne, Senuri De Silva, Sanuwani Dayarathna, Dulani Meedeniya, Sampath Jayarathna
ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI Data. ICSCA (2020)
Damitha Lenadora, Gihan Gamage, Dilantha Haputhanthri, Dulani Meedeniya, Indika Perera
Exploratory Analysis of a Social Media Network in Sri Lanka during the COVID-19 Virus Outbreak. CoRR (2020)
Sandun Rajapaksa, Wageesha Rasanjana, Indika Perera, Dulani Meedeniya
GPU Accelerated Maximum Likelihood Analysis for Phylogenetic Inference. ICSCA (2019)
Vijini Mallawaarachchi, Lakmal Meegahapola, Roshan Alwis, Eranga Nimalarathna, Dulani Meedeniya, Sampath Jayarathna
Change Detection and Notification of Webpages: A Survey. CoRR (2019)
Senuri De Silva, Sanuwani Dayarathna, Gangani Ariyarathne, Dulani Meedeniya, Sampath Jayarathna
A Survey of Attention Deficit Hyperactivity Disorder Identification Using Psychophysiological Data. Int. J. Online Biomed. Eng. 15 (13) (2019)
Iresha D. Rubasinghe, Dulani Meedeniya, Indika Perera
Automated Inter-artefact Traceability Establishment for DevOps Practice. ICIS (2018)
Supun Hewawalpita, Sachini Herath, Indika Perera, Dulani Meedeniya
Effective Learning Content Offering in MOOCs with Virtual Reality - An Exploratory Study on Learner Experience. J. Univers. Comput. Sci. 24 (2) (2018)
Iresha D. Rubasinghe, Dulani Meedeniya, Indika Perera
Traceability Management with Impact Analysis in DevOps based Software Development. ICACCI (2018)
Lakmal Meegahapola, Vijini Mallawaarachchi, Roshan Alwis, Eranga Nimalarathna, Dulani Meedeniya, Sampath Jayarathna
Random Forest Classifier based Scheduler Optimization for Search Engine Web Crawlers. ICSCA (2018)
Anuradha Wickramarachchi, Vijini Mallawaarachchi, Dulani Meedeniya, Indika Perera, Anuradha Welivita
Enhanced Student Learning in Proteomics - an Interactive Tool Support for Teaching Workflows. TALE (2018)
Vijini Mallawaarachchi, Anuradha Wickaramarachchi, Anuradha Weliwita, Indika Perera, Dulani Meedeniya
Experiential Learning in Bioinformatics - Learner Support for Complex Workflow Modelling and Analysis. iJET 13 (12) (2018)
Vijini Mallawaarachchi, Anuradha Wickramarachchi, Anuradha Welivita, Indika Perera, Dulani Meedeniya
Efficient Bioinformatics Computations through GPU Accelerated Web Services. ICACS (2018)
Yasiru Nilan, Darika Sellahewa, Shalith Fernando, Lakshan Gamage, Dulani Meedeniya
Analysis of conflicts between medication, adverse drug reactions and diseases. ICIIS (2017)
Lakmal Meegahapola, Roshan Alwis, Eranga Nimalarathna, Vijini Mallawaarachchi, Dulani Meedeniya, Sampath Jayarathna
Optimizing change detection in distributed digital collections: An architectural perspective of change detection. SNPD (2017)
Anuradha Welivita, Indika Perera, Dulani Meedeniya
An interactive workflow generator to support bioinformatics analysis through GPU acceleration. BIBM (2017)
Indika Perera, Dulani Meedeniya, Madhushi Bandara
A traceability management framework for artefacts in self-adaptive systems. ICIIS (2015)
Dulani Meedeniya, Indika Perera, Juliana Bowles
Transformation and composition of software design models for Model Driven Development. ICIIS (2015)