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Upaka Rathnayake
Upaka Rathnayake
Other namesU.S. Rathnayake
Professor, Atlantic Technological University, Sligo Ireland
Verified email at atu.ie - Homepage
Title
Cited by
Cited by
Year
A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)
IU Ekanayake, DPP Meddage, U Rathnayake
Case Studies in Construction Materials 16 (e01059), 1-20, 2022
5552022
A comprehensive review on smart and sustainable agriculture using IoT technologies
V Kumar, KV Sharma, N Kedam, A Patel, TR Kate, U Rathnayake
Smart Agricultural Technology 8, 1-22, 2024
2492024
Adapting Cities to the Surge: A Comprehensive Review of Climate-Induced Urban Flooding
G Dharmarathne, AO Waduge, M Bogahawaththa, U Rathnayake, ...
Results in Engineering 22 (102123), 1-15, 2024
1722024
Advancing Water Quality Assessment and Prediction Using Machine Learning Models, Coupled with Explainable Artificial Intelligence (XAI) Techniques Like Shapley Additive …
RK Makumbura, L Mampitiya, N Rathnayake, DPP Meddage, S Henna, ...
Results in Engineering 23 (102831), 1-14, 2024
1352024
Artificial neural network to estimate the paddy yield prediction using climatic data
V Amaratunga, L Wickramasinghe, A Perera, J Jayasinghe, ...
Mathematical Problems in Engineering 2020 (July), 1-11, 2020
1122020
A novel machine learning approach for diagnosing diabetes with a self-explainable interface
G Dharmarathne, TN Jayasinghe, M Bogahawaththa, DPP Meddage, ...
Healthcare Analytics 5 (100301), 1-13, 2024
1052024
A novel explainable AI-based approach to estimate the natural period of vibration of masonry infill reinforced concrete frame structures using different machine learning techniques
P Thisovithan, H Aththanayake, DPP Meddage, IU Ekanayake, ...
Results in Engineering 19 (101388), 1-21, 2023
882023
Application of the Weighted Arithmetic Water Quality Index in Assessing the Groundwater Quality: A Case Study of South Gujarat Region
DD Patel, HM Mehta, D.J. Azamathulla, MM Shaikh, S Jha, U Rathnayake
Water 15 (19-3512), 1-10, 2023
732023
Forecasting Wind Power Generation using Artificial Neural Network: “Pawan Danawi” - A Case Study from Sri Lanka
AT Pereis, JMJW Jayasinghe, U Rathnayake
Journal of Electrical and Computer Engineering 2021 (Mar), 2021
722021
Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka
L Mampitiya, N Rathnayake, LP Leon, V Mandala, HM Azamathulla, ...
Environments 10 (8-141), 1-20, 2023
712023
Sustainable Sewage Sludge Biosorbent Activated Carbon for Remediation of Heavy Metals: Optimization by Response Surface Methodology
NMY Al-mahbashi, SRM Kutty, AH Jagaba, A Al-nini, AT Sholagberu, ...
Case Studies in Chemical and Environmental Engineering 8 (100437), 1-11, 2023
702023
Regression‐Based Prediction of Power Generation at Samanalawewa Hydropower Plant in Sri Lanka Using Machine Learning
P Ekanayake, L Wickramasinghe, JMJW Jayasinghe, U Rathnayake
Mathematical Problems in Engineering 2021 (1), 4913824, 2021
652021
Dynamic control of urban sewer systems to reduce combined sewer overflows and their adverse impacts
U Rathnayake, AHM Faisal Anwar
Journal of Hydrology, 2019
642019
Implementation of water–saving agro technologies and irrigation methods in agriculture of Uzbekistan on a large scale as an urgent Issue
I Chathuranika, B Khaniya, K Neupane, KM Rustamjonovich, ...
Sustainable Water Resources Management, 2022
612022
Projection of future hydropower generation in Samanalawewa power plant, Sri Lanka
B Khaniya, C Karunanayake, MB Gunathilake, U Rathnayake
Mathematical Problems in Engineering 2020 (Oct), 1-11, 2020
612020
Interpretation of Machine-Learning-Based (Black-box) Wind Pressure Predictions for Low-Rise Gable-Roofed Buildings Using Shapley Additive Explanations (SHAP)
P Meddage, I Ekanayake, US Perera, HM Azamathulla, MAM Said, ...
Buildings 12 (6-734), 1-29, 2022
602022
Hydrological models and Artificial Neural Networks (ANNs) to simulate streamflow in a tropical catchment of Sri Lanka
MB Gunathilake, C Karunanayake, AS Gunathilake, T Samarasinghe, ...
Applied Computational Intelligence and Soft Computing 2021 (May), 1-9, 2021
602021
Evolutionary multi-objective optimal control of combined sewer overflows
US Rathnayake, TT Tanyimboh
Water Resources Management 29 (8), 2715-2731, 2015
602015
Comparative analysis of CMIP5 and CMIP6 in conjunction with the hydrological processes of reservoir catchment, Chhattisgarh, India
S Verma, K Kumar, MK Verma, AD Prasad, D Mehta, U Rathnayake
Journal of Hydrology: Regional Studies 50 (101533), 1-42, 2023
572023
Simulating the hydrological processes under multiple land use/land cover and climate change scenarios in the Mahanadi Reservoir Complex, Chhattisgarh, India
S Verma, MK Verma, AD Prasad, D Mehta, HM Azamathulla, N Muttil, ...
Water 15 (17-3068), 1-23, 2023
552023
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