Namal Rathnayake

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Convex Loss Functions

Fuzzy Inference System

Gradient Boosting

Top Venues

Appl. Soft Comput.

Publications

Yukinobu Hoshino, Yuka Nishiyama, Toshimi Yamamoto, Yuki Shinomiya, Namal Rathnayake, Tuan Linh Dang
Human-inspired similarity control system: Enhancing line-following robot perception. Appl. Soft Comput. 160 (2024)
Yukinobu Hoshino, Masahiro Shimasaki, Namal Rathnayake, Tuan Linh Dang
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA. J. Real Time Image Process. 21 (1) (2024)
Namal Rathnayake, Akira Miyazaki, Tuan Linh Dang, Yukinobu Hoshino
Age Classification of Rice Seeds in Japan Using Gradient-Boosting and ANFIS Algorithms. Sensors 23 (5) (2023)
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)
Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
Designing and Implementation of Novel Ensemble model based on ANFIS and Gradient Boosting methods for Hand Gestures Classification. SoICT (2022)
Naoki Dohi, Namal Rathnayake, Yukinobu Hoshino
A comparative study for COVID-19 cases forecasting with loss function as AIC and MSE in RNN family and ARIMA. SCIS/ISIS (2022)
Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
A Novel Optimization Algorithm: Cascaded Adaptive Neuro-Fuzzy Inference System. Int. J. Fuzzy Syst. 23 (7) (2021)
Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
Performance Comparison of the ANFIS based Quad-Copter Controller Algorithms. FUZZ-IEEE (2021)
Lakindu Induwara Mampitiya, Rizma Nalmi, Namal Rathnayake
Classification of Human Emotions using Ensemble Classifier by Analysing EEG Signals. CogMI (2021)