Upaka Rathnayake

23 papers Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ergodic properties of multi-agent iterated function systems with subjective probabilities. Int. J. Control Ramen Ghosh, Upaka Rathnayake, Marion McAfee
2026	J	`jnl`	Fast-gradient-guided generative adversarial learning for explainable cyber threat intelligence. Appl. Soft Comput. Shagufta Henna, Upaka Rathnayake
2026	J	`jnl`	Hypergraph Representation Learning-Based xApp for Traffic Steering in 6G O-RAN Closed-Loop Control. IEEE Trans. Netw. Serv. Manag. Shagufta Henna, Upaka Rathnayake
2025	J	`jnl`	Anomaly-based intrusion detection system based on SMOTE-IPF, Whale Optimization Algorithm, and ensemble learning. Intell. Syst. Appl. Tibebu Bekele Shana, Neetu Kumari, Mayank Agarwal, Samrat Mondal, Upaka Rathnayake
2025	J	`jnl`	Application of artificial intelligence in agri-tech, environmental and biodiversity conservation. Array Chatrabhuj, Kundan Meshram, Umank Mishra, Upaka Rathnayake
2025	J	`jnl`	Game-Theoretic Explainable AI for Ensemble-Boosting Models in Early Malware Prediction for Computer Systems. Int. J. Comput. Intell. Syst. Shagufta Henna, Mallikharjuna Rao Sakhamuri, Lakshya Gourav Moitra, Upaka 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	—	`conf`	Harnessing Technology for Mangrove Research in the Western Indian Ocean to Enhance Climate Change Resilience. Society 5.0 Reshma Sunkur, Komali Kantamaneni, Chandradeo Bokhoree, Upaka Rathnayake, Michael Fernando
2024	J	`jnl`	Integrating explainable machine learning and user-centric model for diagnosing cardiovascular disease: A novel approach. Intell. Syst. Appl. Gangani Dharmarathne, Madhusha Bogahawaththa, Upaka Rathnayake, D. P. P. Meddage
2024	J	`jnl`	On the diagnosis of chronic kidney disease using a machine learning-based interface with explainable artificial intelligence. Intell. Syst. Appl. Gangani Dharmarathne, Madhusha Bogahawaththa, Marion McAfee, Upaka Rathnayake, D. P. P. Meddage
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	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	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	J	`jnl`	Forecasting Electricity Power Generation of Pawan Danavi Wind Farm, Sri Lanka, Using Gene Expression Programming. Appl. Comput. Intell. Soft Comput. Damayanthi Herath, Jeevani W. Jayasinghe, Upaka Rathnayake
2022	J	`jnl`	Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence. Sensors D. P. P. Meddage, I. U. Ekanayake, Sumudu Herath, R. Gobirahavan, Nitin Muttil, Upaka Rathnayake
2022	J	`jnl`	Statistical Evaluation and Trend Analysis of ANN Based Satellite Products (PERSIANN) for the Kelani River Basin, Sri Lanka. Appl. Comput. Intell. Soft Comput. Helani Perera, Miyuru B. Gunathilake, Ravindu Panditharathne, Najib Al-mahbashi, Upaka Rathnayake
2021	J	`jnl`	Forecasting Wind Power Generation Using Artificial Neural Network: "Pawan Danawi" - A Case Study from Sri Lanka. J. Electr. Comput. Eng. Amila T. Peiris, Jeevani W. Jayasinghe, Upaka Rathnayake
2021	J	`jnl`	Hydrological Models and Artificial Neural Networks (ANNs) to Simulate Streamflow in a Tropical Catchment of Sri Lanka. Appl. Comput. Intell. Soft Comput. Miyuru B. Gunathilake, Chamaka Karunanayake, Niranga Marasingha, Jayanga T. Samarasinghe, Isuru M. Bandara, Upaka Rathnayake
2020	J	`jnl`	Comparison of Statistical, Graphical, and Wavelet Transform Analyses for Rainfall Trends and Patterns in Badulu Oya Catchment, Sri Lanka. Complex. Ashika M. Ruwangika, Anushka Perera, Upaka Rathnayake
2020	J	`jnl`	Inflow Forecast of Iranamadu Reservoir, Sri Lanka, under Projected Climate Scenarios Using Artificial Neural Networks. Appl. Comput. Intell. Soft Comput. Chamaka Karunanayake, Miyuru B. Gunathilake, Upaka Rathnayake