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Namal Rathnayake

Advanced Institute for Marine Ecosystem Change

15H指数
56论文数
750被引数
收录论文 21
发表时间
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Explainable AI for public health surveillance: investigating the persistent crisis of intentional injury mortality (suicide and homicide) in the Americas可解释人工智能在公共卫生监测中的应用：探究美洲地区故意伤害死亡率（自杀和凶杀）的持续危机
errScientific Reports
IF3.9
err2026-05-24
err0
errOAAI
errSherin Kularathne; Namal Rathnayake; Ruwan Jayathilaka; Iori Nakaoka; Yukinobu Hoshino
err分享
err收藏
Beyond wind speed: Integrating oceanic indices and time-lagged features for superior wind energy prediction (vol 21, e0344167, 2026)超越风速：整合海洋指数和时间滞后特征以实现更优的风能预测（卷 21，e0344167，2026）
errPLoS One
IF2.6
err2026-04-14
err0
PREAI
errRathnayake, Namal; Yadav, Mahesh; Jayasinghe, Jeevani; Rathnayake, Upaka; Minamide, Masashi; Hoshino, Yukinobu
err分享
err收藏
Machine Learning Approaches for Simulating Temporal Changes in Bed Profiles Around Cylindrical Bridge Pier: A Comparative Analysis模拟圆柱形桥墩周围床面剖面随时间变化过程的机器学习方法：一项比较分析
errHydrology 2025, Vol. 12, Page 238
IF0
err2025-09-30
err0
errOAAI
errAhad Molavi; Fariborz Ahmadzadeh Kaleybar; Namal Rathnayake; Upaka Rathnayake; Mehdi Fuladipanah; Hazi Mohammad Azamathulla
err分享
err收藏
UFR-GAN: A lightweight multi-degradation image restoration modelUFR-GAN：一种轻量级多退化图像恢复模型
errPattern Recognition Letters
IF3.3
err2025-08-25
err0
PREAI
errBinh An Nguyen; Minh Bao Kha; Duc Manh Dao; Huu Kien Nguyen; My Duyen Nguyen; The Vu Nguyen; Namal Rathnayake; Yukinobu Hoshino; Tuan Linh Dang
err分享
err收藏
Explainable artificial intelligence to estimate the Sri Lankan (Ceylon) Tea crop yield可解释人工智能在估计斯里兰卡（锡兰）茶叶产量中的应用
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2025-06-11
err0
errOAAI
errMampitiya, Lakindu; Sumanasekara, Harindu S.; Rathnayake, Namal; Hoshino, Yukinobu; Rathnayake, Upaka
err分享
err收藏
A novel application with explainable machine learning (SHAP and LIME) to predict soil N, P, and K nutrient content in cabbage cultivation一种基于可解释机器学习（SHAP和LIME）预测甘蓝种植中土壤N、P和K养分含量的新应用
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2025-06-11
err0
errOAAI
errAbekoon, Thilina; Sajindra, Hirushan; Rathnayake, Namal; Ekanayake, Imesh U.; Jayakody, Anuradha
err分享
err收藏
Enhancing Water Level Prediction Using Ensemble Machine Learning Models: A Comparative Analysis使用集成机器学习模型增强水位预测的比较分析
errWATER RESOURCES MANAGEMENT
IF4.7
err2025-02-11
err2
PREAI
errAlsulamy, Saleh; Kumar, Vijendra; Kisi, Ozgur; Kedam, Naresh; Rathnayake, Namal
err分享
err收藏
Advancing water quality assessment and prediction using machine learning models, coupled with explainable artificial intelligence (XAI) techniques like shapley additive explanations (SHAP) for interpreting the black-box nature使用机器学习模型推进水质评估和预测，再加上可解释的人工智能 (XAI) 技术，如shapley加法解释 (SHAP)，用于解释黑盒性质
errRESULTS IN ENGINEERING
IF7.9
err2024-09-01
err14
errOAAI
errMakumbura, Randika K.; Mampitiya, Lakindu; Rathnayake, Namal; Meddage, D. P. P.; Henna, Shagufta; Dang, Tuan Linh; Hoshino, Yukinobu; Rathnayake, Upaka
err分享
err收藏
AI-driven predictions of geophysical river flows with vegetation
errSCIENTIFIC REPORTS
IF3.9
err2024-07-16
err1
errOAAI
errKumar, Sanjit; Agarwal, Mayank; Deshpande, Vishal; Cooper, James R.; Khosravi, Khabat; Rathnayake, Namal; Hoshino, Yukinobu; Kantamaneni, Komali; Rathnayake, Upaka
err分享
err收藏
Human-inspired similarity control system: Enhancing line-following robot perception
errAPPLIED SOFT COMPUTING
IF6.6
err2024-07-01
err0
errOAAI
errHoshino, Yukinobu; Nishiyama, Yuka; Yamamoto, Toshimi; Shinomiya, Yuki; Rathnayake, Namal; Dang, Tuan Linh
err分享
err收藏
Artificial intelligence to predict soil temperatures by development of novel model通过开发新模型来预测土壤温度的人工智能
errSCIENTIFIC REPORTS
IF3.9
err2024-04-30
err6
errOAAI
errMampitiya, Lakindu; Rozumbetov, Kenjabek; Rathnayake, Namal; Erkudov, Valery; Esimbetov, Adilbay; Arachchi, Shanika; Kantamaneni, Komali; Hoshino, Yukinobu; Rathnayake, Upaka
err分享
err收藏
Forecasting PM10 levels in Sri Lanka: A comparative analysis of machine learning models PM10
errJOURNAL OF HAZARDOUS MATERIALS ADVANCES
IF7.7
err2024-02-01
err11
errOAAI
errMampitiya, Lakindu; Rathnayake, Namal; Hoshino, Yukinobu; Rathnayake, Upaka
err分享
err收藏
Cascaded-ANFIS to simulate nonlinear rainfall-runoff relationship
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err11
PREAI
errRathnayake, Namal; Rathnayake, Upaka; Chathuranika, Imiya; Dang, Tuan Linh; Hoshino, Yukinobu
err分享
err收藏
Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka
errENVIRONMENTS
IF3.7
err2023-08-08
err24
errOAAI
errMampitiya, Lakindu; Rathnayake, Namal; Leon, Lee P.; Mandala, Vishwanadham; Azamathulla, Hazi Md.; Shelton, Sherly; Hoshino, Yukinobu; Rathnayake, Upaka
err分享
err收藏
Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri Lanka
errSENSORS
IF3.5
err2023-04-02
err8
errOAAI
errHerath, Madhawa; Jayathilaka, Tharaka; Azamathulla, Hazi Mohammad; Mandala, Vishwanadham; Rathnayake, Namal; Rathnayake, Upaka
err分享
err收藏
Age Classification of Rice Seeds in Japan Using Gradient-Boosting and ANFIS Algorithms使用梯度提升和ANFIS算法对日本水稻种子进行年龄分类
errSENSORS
IF3.5
err2023-03-05
err2
errOAAI
errRathnayake, Namal; Miyazaki, Akira; Dang, Tuan Linh; Hoshino, Yukinobu
err分享
err收藏
Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka
errIEEE ACCESS
IF3.6
err2023-01-01
err12
errOAAI
errRathnayake, Namal; Rathnayake, Upaka; Chathuranika, Imiya; Dang, Tuan Linh; Hoshino, Yukinobu
err分享
err收藏
Brain Activity Associated with the Planning Process during the Long-Time Learning of the Tower of Hanoi (ToH) Task: A Pilot Study
errSENSORS
IF3.5
err2022-10-28
err7
errOAAI
errMitani, Keita; Rathnayake, Namal; Rathnayake, Upaka; Dang, Tuan Linh; Hoshino, Yukinobu
err分享
err收藏
An Efficient Automatic Fruit-360 Image Identification and Recognition Using a Novel Modified Cascaded-ANFIS Algorithm
errSENSORS
IF3.5
err2022-06-10
err13
errOAAI
errRathnayake, Namal; Rathnayake, Upaka; Tuan Linh Dang; Hoshino, Yukinobu
err分享
err收藏
A Cascaded Adaptive Network-Based Fuzzy Inference System for Hydropower Forecasting
errSENSORS
IF3.5
err2022-04-10
err16
errOAAI
errRathnayake, Namal; Rathnayake, Upaka; Tuan Linh Dang; Hoshino, Yukinobu
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
Ö
Özgür Kişi
H 指数: 106 · 论文数: 694
A
Akira Miyazaki
H 指数: 53 · 论文数: 567
K
Khabat Khosravi
H 指数: 53 · 论文数: 151
H
Hazi Mohammad Azamathulla
H 指数: 47 · 论文数: 219
U
Upaka Rathnayake
H 指数: 35 · 论文数: 280
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