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Browsing by Author "Fernando, Pumudu"

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Cyberbullying Detection System on Social Media Using Supervised Machine Learning

Perera, Andrea; Fernando, Pumudu (Elsevier, 2024)

The use of digital and social media is growing every day as technology advances. People in the twenty-first century are growing up in a social media and internet-enabled society. Digital media offers a lot of opportunities, ...
Effective Utilization of Multiple Convolutional Neural Networks for Chest X-Ray Classification

Silva, Ravidu Suien Rammuni; Fernando, Pumudu (Springer Nature Link, 2022)

Imaging for medical purposes (Medical Imaging) involves various technologies and processes that capture different areas/organs of the human or the animal body. These imaging modalities contain various types of visual ...
GlucoFriend: Glycaemic Variability Prediction for Diabetes Patients

Guruge, Shehan; Fernando, Pumudu (IEEE, 2022)

Glycaemic Variability is one of the main complication diabetes patients’ face frequently. Even though smart equipment has been invented for blood glucose levels management, majority of the diabetes patients rely on Glucometer ...
Hybrid Approach for Enabling Hierarchical Fog Networks in an IoT Deployment

Jayawardene, Nuwan; Fernando, Pumudu (2019)

More and more "Smart Devices" are coming online every year. These Smart Devices have the ability to communicate with other Smart Devices across the web, exchange information and make intelligent decisions. This influx of ...
Metadata model for supporting hierarchical Edge Device arrangements in an IoT deployment

Jayawardene, Nuwan; Fernando, Pumudu (IEEE, 2020)

An increasing number of "Smart Devices" are coming online every year. These Smart Devices have the ability to communicate with other Smart Devices across the web, exchange information and make intelligent decisions. Measures ...
OverTeam: Team Builder for eSports

Senalankadhikara, G.M.S. (2018)

Electronic sports also known as eSports is one of the fastest growing sports in the world. With the eSports industry still very much a growing arena and largely unstructured, various issues arise when building team rosters ...
A Review of Fog Network Implementations in Current IoT Products

Jayawardene, Nuwan; Fernando, Pumudu (2019)

More and more "Smart devices" are coming online every year. These Smart Devices have the ability to communicate with other Smart Devices across the web, exchange information and make intelligent decisions. More connected ...
Steel Frame Structure Defect Detection Using Image Processing and Artificial Intelligence

Baskaran, Rushanthi; Fernando, Pumudu (IEEE, 2021)

Steel Frame Structure Defect Detection is one of the main stages in constructing a building, where most of the time it has been done manually, which leads to no proper inspection. The aim of this paper is to detect six ...
A Systematic Literature Review of Machine Learning based Approaches on Pathology Detection in Gastrointestinal Endoscopy

Gunaratna, Dinisuru Nisal; Fernando, Pumudu (IEEE, 2022)

Endoscopy is the most widely adhered medical procedure used to examine the gastrointestinal tract of a person. Accurate pathology detection during the endoscopic procedure is crucial as misidentifications or miss rates ...
A Systematic Literature Review of XAI-based Approaches on Brain Disease Detection using Brain MRI Images

Madapatha, Savin; Fernando, Pumudu (IEEE, 2024)

Brain Magnetic Resonance Imaging (MRI) analysis is a widely used medical procedure for the early diagnosis of various brain diseases. Accurate pathology identification during the brain MRI analysis procedure is crucial as ...

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