| A Novel Optimization Algorithm: Cascaded Adaptive Neuro-Fuzzy Inference System N Rathnayake, TL Dang, Y Hoshino International Journal of Fuzzy Systems 23 (7), 1955-1971, 2021 | 20 | 2021 |
| Efficient and low-cost skin cancer detection system implementation with a comparative study between traditional and CNN-based models LI Mampitiya, N Rathnayake, S De Silva Journal of Computational and Cognitive Engineering 2 (3), 226-235, 2023 | 17 | 2023 |
| 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, 2023 | 14 | 2023 |
| An efficient automatic fruit-360 image identification and recognition using a novel modified cascaded-ANFIS algorithm N Rathnayake, U Rathnayake, TL Dang, Y Hoshino Sensors 22 (12), 4401, 2022 | 13 | 2022 |
| A cascaded adaptive network-based fuzzy inference system for hydropower forecasting N Rathnayake, U Rathnayake, TL Dang, Y Hoshino Sensors 22 (8), 2905, 2022 | 13 | 2022 |
| Fuzzy logic controller design for an Unmanned Aerial Vehicle RMN Bandara, S Gaspe 2016 IEEE International Conference on Information and Automation for …, 2016 | 11 | 2016 |
| Sensitivity analysis of parameters affecting wetland water levels: A study of flood detention basin, Colombo, Sri Lanka M Herath, T Jayathilaka, HM Azamathulla, V Mandala, N Rathnayake, ... Sensors 23 (7), 3680, 2023 | 7 | 2023 |
| A comparison of fuzzy logic controller and pid controller for differential drive wall-following mobile robot R Ratnayake, TS De Silva, CJ Rodrigo 2019 14th Conference on Industrial and Information Systems (ICIIS), 523-528, 2019 | 6 | 2019 |
| An efficient approach towards image stitching in aerial images R Rathnayake, L Seneviratne 2018 3rd International Conference on Information Technology Research (ICITR …, 2018 | 6 | 2018 |
| Water level prediction using soft computing techniques: A case study in the Malwathu Oya, Sri Lanka N Rathnayake, U Rathnayake, TL Dang, Y Hoshino Plos one 18 (4), e0282847, 2023 | 5 | 2023 |
| Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka N Rathnayake, U Rathnayake, I Chathuranika, TL Dang, Y Hoshino IEEE Access 11, 8920-8937, 2023 | 5 | 2023 |
| Classification of human emotions using ensemble classifier by analysing EEG signals LI Mampitiya, R Nalmi, N Rathnayake 2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021 | 5 | 2021 |
| Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship N Rathnayake, U Rathnayake, I Chathuranika, TL Dang, Y Hoshino Applied Soft Computing 147, 110722, 2023 | 4 | 2023 |
| Forecasting PM10 levels in Sri Lanka: A comparative analysis of machine learning models PM10 L Mampitiya, N Rathnayake, Y Hoshino, U Rathnayake Journal of Hazardous Materials Advances 13, 100395, 2024 | 3 | 2024 |
| Brain activity associated with the planning process during the long-time learning of the tower of hanoi (ToH) task: A pilot study K Mitani, N Rathnayake, U Rathnayake, TL Dang, Y Hoshino Sensors 22 (21), 8283, 2022 | 3 | 2022 |
| An efficient ocular disease recognition system implementation using GLCM and LBP based multilayer perception algorithm LI Mampitiya, N Rathnayake 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 978-983, 2022 | 3 | 2022 |
| Performance of machine learning models to forecast PM10 levels L Mampitiya, N Rathnayake, Y Hoshino, U Rathnayake MethodsX 12, 102557, 2024 | 2 | 2024 |
| Age classification of rice seeds in japan using gradient-boosting and anfis algorithms N Rathnayake, A Miyazaki, TL Dang, Y Hoshino Sensors 23 (5), 2828, 2023 | 2 | 2023 |
| A comparative study for COVID-19 cases forecasting with loss function as AIC and MSE in RNN family and ARIMA N Dohi, N Rathnayake, Y Hoshino 2022 Joint 12th International Conference on Soft Computing and Intelligent …, 2022 | 2 | 2022 |
| Performance Comparison of Sea Fish Species Classification using Hybrid and Supervised Machine Learning Algorithms LI Mampitiya, R Nalmi, N Rathnayake 2022 Moratuwa Engineering Research Conference (MERCon), 1-6, 2022 | 2 | 2022 |
Yukinobu Hoshino / 星野 孝総Kochi University of Technology / 高知工科大学Verified email at kochi-tech.ac.jp
