Browsing by Author "Ganegoda, GU"

7th International Conference in Information Technology Research 2022 (Pre Text)

Sumathipala, KASN; Ganegoda, GU; Piyathilake, ITS; Manawadu, IN [Conference-Abstract]

8th International Conference in Information Technology Research 2023 (Per Text)

Piyatilake, ITS; Thalagala, PD; Ganegoda, GU; Thanuja, ALARR; Dharmarathna, P [Conference-Full-text]

Accelerated adversarial attack generation and enhanced decision insight

Kumarasiri, NKYS; Premaratne, SC; Wijesuriya, WMRM [Conference-Full-text]

Adversarial Attack is a rapidly growing field that studies how intentionally crafted inputs can fool machine learning models. This can have severe implications for the security of machine learning systems, as it can ...

Acoustic signature analysis for distinguishing human vs. synthetic voices in vishing attacks

Gamage, P; Dissanayake, D; Kumarasinghe, N; Ganegoda, GU [Conference-Full-text]

Cybercrimes targeting mobile devices are on the rise, with vishing and smishing attacks being particularly prevalent. These attacks exploit social engineering techniques to manipulate individuals into divulging personal ...

Adapting marytts for synthesizing sinhalese speech to communicate with children

Lakmal, MAJA; Methmini, KADG; Rupasinghe, DMHM; Hettiarachchi, DI; Piyawardana, V; Senarathna, M; Reyal, S; Pulasinghe, K [Conference-Full-text]

The majority of the Sri Lankan population speak Sinhala, which is also the country's mother tongue. Sinhala is a difficult language to learn by children aged between 1–6 years when compared to other languages. Text to ...

An agile project management supporting approach for estimating story points in user stories

Wanigasooriya Arachchi, KJ; Amalraj, CRJ [Conference-Full-text]

While significant research has been conducted on software analytics for effort estimation in traditional software projects, limited attention has been given to estimation in agile projects, particularly in estimating ...

Ai-driven user experience design: exploring innovations and challenges in delivering tailored user experiences

Padmasiri, P; Kalutharage, P; Jayawardhane, N; Wickramarathne, J [Conference-Full-text]

In today’s digital landscape, providing user experiences is considered paramount in respective of user satisfaction and engagement. Artificial Intelligence (AI) has emerged as a transformative force in the User Experience ...

Alzheimer’s disease detection using blood gene expression data

Yasodya, GDS; Ganegoda, GU [Conference-Full-text]

Alzheimer's disease is the most prevalent form of dementia with no established cure. Extensive research aims to comprehend its underlying mechanisms. Genetic insights are sought through gene expression data analysis, ...

Alzheimer’s disease prediction using clinical data approach

Perera, LRD; Ganegoda, GU [Conference-Full-text]

Alzheimer's Disease (AD) is a progressive neurodegenerative condition that profoundly affects cognition and memory. Due to the absence of curative treatments, early detection and prediction are crucial for effective ...

Analysis and prediction of severity of united states countrywide car accidents based on machine learning techniques

Boyagoda, LS; Nawarathna, LS [Conference-Abstract]

The number of vehicles and road transportation increases rapidly daily. Hence the frequency of road accidents and crashes also gradually increase with it. Analyzing traffic accidents is one of the essential concerns in ...

The application of convolutional neural network in the context of Tamil handwritten character recognition

Thuvarakan, P; Kowreesan, P; Jeyarooban, S; Janotheepan, M; Ekanayake, EMUWJB [Conference-Full-text]

This research paper presents an in-depth investigation into the application of Convolutional Neural Networks (CNNs) for Tamil handwritten character recognition. We explore existing research, methodologies, and ...

Automated commentary generation based on fps gameplay analysis

Mamoru, DLS; Panditha, AD; Perera, ASSJ; Ganegoda, GU [Conference-Abstract]

Video games evolved into competitive sports within a short span of time. Commentary plays a key role in any sport. Commentary is useful to understand the game as well as to capture key moments of the game. The balance ...

Automated question and answer generating system for educational platforms

Thiruvanantharajah, M; Hangarangoda, N; Rajapakshe, S [Conference-Full-text]

Learning through the web gets to be well known which encourages learners to learn any kind of stuff at any time from the internet assets. In exam preparing questions and answering is have moved into the technology world. ...

Automatic diagnosis of diabetic retinopathy using machine learning: a review

Gunawardhana, PL; Jayathilake, R; Withanage, Y; Ganegoda, GU [Conference-Full-text]

Diabetic Retinopathy is a popular cause of diabetes, causing vision-impacting lesions of the retina. Blindness may be avoided by early detection. The ophthalmologist's manual approach of diagnosing diabetic retinopathy is ...

Automating the initial configuration of sdn switches in a hybrid-sdn environment

Bolonghe, WKN; Rupasinghe, PM; Umayanga, KSB; Weerasiri, KLHI; De Silva, D; Wijesiri, P [Conference-Abstract]

At present for SDN environments, there are many proposed mechanisms to improve its reliability, and performance. The challenges faced by SDN networks are mainly related to Scalability, Reliability and Performance. As an ...

Automobile product ranking based on the singlish comments in social media platforms

Warnakulasooriya, A; Sandanayake, TC; Wickramasinghe, GAMPS; Ranasinghe, RADW; Sumathipala, KASN [Conference-Abstract]

In today's world, many customers buy or choose products based on online reviews. The internet contains a vast collection of natural language. People share their subjective thoughts and experiences with one another in ...

Blockchain-based software subscription and licenses management system

De Alwis, H; Wijayasiri, A; De Silva, S; De Silva, K [Conference-Full-text]

Current software licensing models exhibit shortcomings in transparency, security, and adaptability. Addressing these challenges, this study presents a novel blockchain-based licensing system using the Ethereum platform. ...

Cheating detection in browser-based online exams through eye gaze tracking

Dilini, N; Senaratne, A; Yasarathna, T; Warnajith, N; Seneviratne, L [Conference-Full-text]

Eye-tracking can detect and examine human visual attention, emotional conditions, latent cognitive processes such as efforts to recall a concept or the fear of running out of time, and so on. Hence, we can use eye-tracking ...

Classification of fungi images using different convolutional neural networks

Nawarathne, UMMPK; Kumari, HMNS [Conference-Full-text]

Fungi offer vital solutions to humanity through roles in medicine, agriculture, and ecological balance while presenting potential threats. They have yielded antibiotics, food fermentation, and nutrient recycling however, ...

Closed-loop dc motor embedded control platform based on arm® for distance learning experiments

Ganganath, R; Ranganath, C; Jayasekara, DC [Conference-Abstract]

DC motor controlling is known to be one of the most crucial application in the Engineering world, where precise motion control is commonly found in industrial and commercial applications. Hence, learning the fundamentals ...

Browsing by Author "Ganegoda, GU"

Browsing by Author "Ganegoda, GU"

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