Namal Rathnayake

22 papers B 1C 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient multitask model for image restoration in degraded conditions.
Neural Comput. Appl.
Duc Manh Dao, Binh An Nguyen, Tung Luong Nguyen, Namal Rathnayake, Yukinobu Hoshino, Tuan Linh Dang
2025 J jnl
Controlling Heterogeneous Multi-Agent Systems Under Uncertainty Using Fuzzy Inference and Evolutionary Search.
Inf.
Yukinobu Hoshino, Keigo Yoshimi, Tuan Linh Dang, Namal Rathnayake
2025 J jnl
Efficient Hotspot Detection in Solar Panels via Computer Vision and Machine Learning.
Inf.
Nayomi Fernando, Lasantha Seneviratne, Nisal Weerasinghe, Namal Rathnayake, Yukinobu Hoshino
2025 — conf
Hybridizing Fuzzy Clustering and Ensemble Learning for Accurate River Water Level Prediction.
FUZZ
Namal Rathnayake, Yukinobu Hoshino
2025 J jnl
UFR-GAN: A lightweight multi-degradation image restoration model.
Pattern Recognit. Lett.
Binh An Nguyen, Minh Bao Kha, Duc Manh Dao, Huu Kien Nguyen, My Duyen Nguyen, The Vu Nguyen, Namal Rathnayake, Yukinobu Hoshino, Tuan Linh Dang
2024 — conf
Accuracy Validation of Cardiac Disease Dataset with Cascaded ANFIS.
SCIS/ISIS
Moegi Utami, Yukinobu Hoshino, Namal Rathnayake
2024 — conf
Empirical Research on 3D Analysis and Flow Prediction of Upstream Rivers Using Drones.
SCIS/ISIS
Yukinobu Hoshino, Namal Rathnayake, Tuan Linh Dang, Upaka Rathnayake
2024 J jnl
Human-inspired similarity control system: Enhancing line-following robot perception.
Appl. Soft Comput.
Yukinobu Hoshino, Yuka Nishiyama, Toshimi Yamamoto, Yuki Shinomiya, Namal Rathnayake, Tuan Linh Dang
2024 J jnl
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA.
J. Real Time Image Process.
Yukinobu Hoshino, Masahiro Shimasaki, Namal Rathnayake, Tuan Linh Dang
2023 J jnl
Age Classification of Rice Seeds in Japan Using Gradient-Boosting and ANFIS Algorithms.
Sensors
Namal Rathnayake, Akira Miyazaki, Tuan Linh Dang, Yukinobu Hoshino
2023 J jnl
Cascaded-ANFIS to simulate nonlinear rainfall-runoff relationship.
Appl. Soft Comput.
Namal Rathnayake, Upaka Rathnayake, Imiya Chathuranika, Tuan Linh Dang, Yukinobu Hoshino
2023 J jnl
Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka.
IEEE Access
Namal Rathnayake, Upaka Rathnayake, Imiya Chathuranika, Tuan Linh Dang, Yukinobu Hoshino
2023 J jnl
Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri Lanka.
Sensors
Madhawa R. Herath, Tharaka Jayathilaka, Hazi Mohammad Azamathulla, Vishwanadham Mandala, Namal Rathnayake, Upaka Rathnayake
2022 J jnl
A Cascaded Adaptive Network-Based Fuzzy Inference System for Hydropower Forecasting.
Sensors
Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
2022 — conf
A comparative study for COVID-19 cases forecasting with loss function as AIC and MSE in RNN family and ARIMA.
SCIS/ISIS
Naoki Dohi, Namal Rathnayake, Yukinobu Hoshino
2022 J jnl
An Efficient Automatic Fruit-360 Image Identification and Recognition Using a Novel Modified Cascaded-ANFIS Algorithm.
Sensors
Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
2022 C conf
An efficient approach for age-wise rice seeds classification using SURF-BOF with modified cascaded-ANFIS algorithm.
ICMV
Namal Rathnayake, Tuan Linh Dang, Akira Miyazaki, Yukinobu Hoshino
2022 J jnl
Brain Activity Associated with the Planning Process during the Long-Time Learning of the Tower of Hanoi (ToH) Task: A Pilot Study.
Sensors
Keita Mitani, Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
2022 — conf
Designing and Implementation of Novel Ensemble model based on ANFIS and Gradient Boosting methods for Hand Gestures Classification.
SoICT
Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
2021 J jnl
A Novel Optimization Algorithm: Cascaded Adaptive Neuro-Fuzzy Inference System.
Int. J. Fuzzy Syst.
Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino
2021 — conf
Classification of Human Emotions using Ensemble Classifier by Analysing EEG Signals.
CogMI
Lakindu Induwara Mampitiya, Rizma Nalmi, Namal Rathnayake
2021 B conf
Performance Comparison of the ANFIS based Quad-Copter Controller Algorithms.
FUZZ-IEEE
Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino