Upaka Rathnayake

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Power Generation

Top Venues

Appl. Comput. Intell. Soft Comput.

J. Electr. Comput. Eng.

Intell. Syst. Appl.

Publications

Gangani Dharmarathne, Madhusha Bogahawaththa, Marion McAfee, Upaka Rathnayake, D. P. P. Meddage
On the diagnosis of chronic kidney disease using a machine learning-based interface with explainable artificial intelligence. Intell. Syst. Appl. 22 (2024)
Namal Rathnayake, Upaka Rathnayake, Imiya Chathuranika, Tuan Linh Dang, Yukinobu Hoshino
Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka. IEEE Access 11 (2023)
Namal Rathnayake, Upaka Rathnayake, Imiya Chathuranika, Tuan Linh Dang, Yukinobu Hoshino
Cascaded-ANFIS to simulate nonlinear rainfall-runoff relationship. Appl. Soft Comput. 147 (2023)
Madhawa Herath, Tharaka Jayathilaka, Hazi Mohammad Azamathulla, Vishwanadham Mandala, Namal Rathnayake, Upaka Rathnayake
Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri Lanka. Sensors 23 (7) (2023)
Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
An Efficient Automatic Fruit-360 Image Identification and Recognition Using a Novel Modified Cascaded-ANFIS Algorithm. Sensors 22 (12) (2022)
Keita Mitani, Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
Brain Activity Associated with the Planning Process during the Long-Time Learning of the Tower of Hanoi (ToH) Task: A Pilot Study. Sensors 22 (21) (2022)
Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
A Cascaded Adaptive Network-Based Fuzzy Inference System for Hydropower Forecasting. Sensors 22 (8) (2022)
D. P. P. Meddage, I. U. Ekanayake, Sumudu Herath, R. Gobirahavan, Nitin Muttil, Upaka Rathnayake
Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence. Sensors 22 (12) (2022)
Helani Perera, Miyuru B. Gunathilake, Ravindu Panditharathne, Najib Al-mahbashi, Upaka Rathnayake
Statistical Evaluation and Trend Analysis of ANN Based Satellite Products (PERSIANN) for the Kelani River Basin, Sri Lanka. Appl. Comput. Intell. Soft Comput. 2022 (2022)
Damayanthi Herath, Jeevani W. Jayasinghe, Upaka Rathnayake
Forecasting Electricity Power Generation of Pawan Danavi Wind Farm, Sri Lanka, Using Gene Expression Programming. Appl. Comput. Intell. Soft Comput. 2022 (2022)
Amila T. Peiris, Jeevani W. Jayasinghe, Upaka Rathnayake
Forecasting Wind Power Generation Using Artificial Neural Network: "Pawan Danawi" - A Case Study from Sri Lanka. J. Electr. Comput. Eng. 2021 (2021)
Miyuru B. Gunathilake, Chamaka Karunanayake, Niranga Marasingha, Jayanga T. Samarasinghe, Isuru M. Bandara, Upaka Rathnayake
Hydrological Models and Artificial Neural Networks (ANNs) to Simulate Streamflow in a Tropical Catchment of Sri Lanka. Appl. Comput. Intell. Soft Comput. 2021 (2021)
Ashika M. Ruwangika, Anushka Perera, Upaka Rathnayake
Comparison of Statistical, Graphical, and Wavelet Transform Analyses for Rainfall Trends and Patterns in Badulu Oya Catchment, Sri Lanka. Complex. 2020 (2020)
Chamaka Karunanayake, Miyuru B. Gunathilake, Upaka Rathnayake
Inflow Forecast of Iranamadu Reservoir, Sri Lanka, under Projected Climate Scenarios Using Artificial Neural Networks. Appl. Comput. Intell. Soft Comput. 2020 (2020)