ラスナヤケ ナマル

講演・口頭発表等

• Complexity of Optimal Control of Combined Sewer Systems and Potential Solutions from Artificial Intelligence

  Namal Rathnayake, Upaka Rathnayake, Yukinobu Hoshino

  SUDSnet 2024 - 20th Anniversary Conference 2024年9月 招待有り
• Unveiling Key Factors Influencing Student Grades through Explainable AI

  Namal Rathnayake, Upaka Rathnayake, Yukinobu Hoshino

  ATU DigitalEd Conference 2024 2024年9月 招待有り
• Leveraging Traditional AI and ML for Enhanced Navigation and Exploration Capabilities of Autonomous Underwater Vehicles

  Namal Rathnayake, Upaka Rathnayake, Yukinobu Hoshino

  The 8th International Symposium on Frontier Technology (ISFT) 2024年7月
• Improving Data Assimilation Using Machine Learning: Insights from the Lorenz-96 Model and Ensemble Kalman Filter

  Namal Rathnayake, Masashi Minamide

  Japan Geoscience Union 2024 2024年
• Design and implementation of ANFIS on FPGA and verification with a class classification problem

  M. Utami, Y. Hoshino, N. Rathnayake

  International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII 2023) 2023年
• An efficient approach for age-wise rice seeds classification using SURF-BOF with modified cascaded-ANFIS algorithm

  N. Rathnayake, T. L. Dang, A. Miyazaki, Y. Hoshino

  Fifteenth International Conference on Machine Vision (ICMV 2022) 2023年
• An efficient ocular disease recognition system implementation using GLCM and LBP based multilayer perception algorithm

  L. I. Mampitiya, N. Rathnayake

  2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) 2022年
• Performance comparison of sea fish species classification using hybrid and supervised machine learning algorithms

  L. I. Mampitiya, R. Nalmi, N. Rathnayake

  2022 Moratuwa Engineering Research Conference (MERCon) 2022年
• 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 Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS) 2022年
• Performance comparison of the ANFIS-based quad-copter controller algorithms

  N. Rathnayake, T. L. Dang, Y. Hoshino

  2021 IEEE International Conference On Fuzzy Systems (FUZZ-IEEE) 2021年
• Streamflow prediction using cascaded-ANFIS algorithm in Kelani river, Sri Lanka

  L. I. Mampitiya, R. Nalmi, N. Rathnayake

  2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI) 2021年
• Designing and implementation of novel ensemble model based on ANFIS and gradient boosting methods for hand gestures classification

  N. Rathnayake, T. Linh Dang, Y. Hoshino

  Proceedings of the 11th International Symposium on Information and Communication Technology 2021年
• A comparison of the fuzzy logic controller and PID controller for differential drive wall-following mobile robot

  R. Rathnayake, T. De Silva, C. Rodrigo

  14th Conference on Industrial and Information Systems (ICIIS) 2019年
• An efficient approach towards image stitching in aerial images

  R. Rathnayake, L. Seneviratne

  2018 3rd International Conference on Information Technology Research (ICITR) 2018年
• Fuzzy logic controller design for an unmanned aerial vehicle

  R. N. Bandara, S. Gaspe

  IEEE International Conference on Information and Automation for Sustainability (ICIAfS) 2016年