Browsing by Author "Rathnayaka, RMKT"
Now showing items 1-16 of 16
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An Approach to Examine and Recognize Anomalies on Cloud Computing Platforms with Machine Learning Concepts
Jayaweera, MPGK; Kithulwatta, WMCJT; Rathnayaka, RMKT (2024-01)Cloud computing is one of the most rapidly growing computing concepts in today's information technology world. It connects data and applications from various geographical locations. A large number of transactions and the ... -
Artificial neural network approach for predicting daily price indices in Colombo Stock Exchange, Sri Lanka
Rathnayaka, RMKT; Seneviratna, DMKN (2019) -
Artificial Neural Network Based New Classification Methodology for Identifying Kidney Disease Risk Levels
Chathurangi, KAA; Rathnayaka, RMKT (2018)The healthcare sector has vast amount of medical data which are still not properly analysed; especially, discovering useful information to predict future patterns is very limited. By using data mining techniques, the current ... -
CNN based image detection system for elephant directions to reduce human-elephant conflict
Premarathna, KSP; Rathnayaka, RMKT (2020)Abstract: Human-Elephant Conflict has been a major issue in the forest border areas, where the human habitat is destroyed by the entry of wild elephants. This conflict depends due to the shared field of humans and ... -
Comparative Assessment of eGFR Variants in CKD Diagnosis: A Study in Padaviya Area of Sri Lanka
Silva, ARN; Hewavitharana, KIG; Kumara, GWGP; Karunarathna, RH; Nanayakkara, PGCL; Gunawickrama, KBS; Jayasekara, JKMB; Rathnayaka, RMKT; Gunawickrama, SHNP (2019) -
Finding the Best Feature Selection Method for Dengue Diagnosis Predictions
Lathesparan, R; Rathnayaka, RMKT; Wickramaarachchi, WU (2021) -
Finding the Best Feature Selection Method for Dengue Diagnosis Predictions
Lathesparan, R; Rathnayaka, RMKT; Wickramaarachchi, WU (2021)Dengue is a mosquito-borne viral disease that has dramatically increased around the world in recent years. The spread of Dengue depends on the tropics, rainfall, temperature, relative humidity and unplanned ... -
Leukocyte, thrombocyte and cytokine profiles of the CKD affected people of Girandurukotte and Mahiyanganaya area of Sri Lanka
Hewavitharana, KIG; Silva, ARN; Kumara, GWGP; Karunarathna, RH; Nanayakkara, PGCL; Gunawickrama, KBS; Jayasekara, JKMB; Rathnayaka, RMKT; Gunawickrama, SHNP (2019) -
Mapping & Classifying Paddy Fields Applying Machine Learning Algorithms with Multi-temporal Sentinel-1A in Ampara district
Wanninayaka, WMR; Rathnayaka, RMKT; Udayakumara, EPN (2020-10)In Sri Lanka, Seasonal paddy field area mapping is still doing based on the traditional methods with poor technologies. Therefore this research focuses on the machine approach of mapping paddy fields area accurately ... -
New Customer Churn Prediction Model for Mobile Telecommunication Industry
Chathuranga, LLG; Rathnayaka, RMKT; Arumawadu, HI (2018)The present Sri Lankan telecommunication industry remains extremely dynamic by constantly changing the landscape of new services, technologies, and carriers. Thus customers have more choices. So, predicting customer churn ... -
Performance Analysis of Docker-based Database Management Systems Compared to Virtual Machine-based Systems: A Comparative Study
Kithulwatta, WMCJT; Jayasena, KPN; Kumara, BTGS; Rathnayaka, RMKT (2023-07)Computer virtualization is a very old technology. Due to a lot of technical barriers, computer containerization has been introduced recently. Nowadays, computer containerization is playing a major role in information ... -
Relationship between selected Anthropometric Parameters and 50m Freestyle Swimming Time in Teenage Swimmers
Sugathadasa, RMUS; Jayasinghe, MRMA; Rathnayaka, RMKT (2022-09)Swimming is an Olympic sport which is a very popular endurance development activity around the world. Anthropometry is one of the main factor that influences the swimming performance of teenagers. This study aimed to examine ... -
Relationship between selected Anthropometric Parameters and 50m Freestyle Swimming Time in Teenage Swimmers
Sugathadasa, RMUS; Jayasinghe, MRMA; Rathnayaka, RMKT (2022-09)Swimming is an Olympic sport which is a very popular endurance development activity around the world. Anthropometry is one of the main factor that influences the swimming performance of teenagers. This study aimed to examine ... -
Relationship between Selected Anthropometric Parameters and 50m Freestyle Swimming Time in Teenage Swimmers
Sugathadasa, RMUS; Jayasinghe, MRMA; Rathnayaka, RMKT (2022)Swimming is an Olympic sport, and it is a very popular endurance development activity around the world. Anthropometry is one of the main factors that influence the swimming performance of teenagers. This study aimed to ... -
Social media sentiment analysis for customer purchasing behavior – A systematic literature review
Manthrirathna, MAL; Weerakoon, WMHGTCK; Rathnayaka, RMKT (2020)Abstract: Social Media Sentiment Analysis is a field of study with a vast number of applications. One important application is analysing customer behaviours using the results of social media sentiment analysis which ... -
Time-Series Analysis of Monthly Rainfall Data for the Nuwara Eliya District, Sri Lanka
Udumulla, NM; Madhubashini, MGAK; Hakmanage, NM; Sandaruwani, IM; Jayasundara, DDM; Rathnayaka, RMKT (2018)One of the most important climatic element is Rainfall, that directly influences on the agriculture. As a real world practice, the rainfall data has a seasonal trend with short term and long term oscillations; especially, ...