Nuwan Gunasekara

According to our database, Nuwan Gunasekara authored at least 12 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gradient boosted bagging for evolving data stream regression.

Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet

Data Min. Knowl. Discov., September, 2025

CapyMOA: Efficient Machine Learning for Data Streams in Python.

Heitor Murilo Gomes, Anton Lee, Nuwan Gunasekara, Yibin Sun, Guilherme Weigert Cassales, Justin Liu, Marco Heyden, Vítor Cerqueira, Maroua Bahri, Yun Sing Koh, Bernhard Pfahringer, Albert Bifet

CoRR, February, 2025

Machine Learning for Data Streams with CapyMOA.

Yibin Sun, Heitor Murilo Gomes, Anton Lee, Nuwan Gunasekara, Guilherme Weigert Cassales, Justin Liu, Marco Heyden, Vítor Cerqueira, Maroua Bahri, Yun Sing Koh, Bernhard Pfahringer, Albert Bifet

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

Pragmatic Paradigm for Multi-stream Regression.

Nuwan Gunasekara, Slawomir Nowaczyk, Sepideh Pashami

Proceedings of the Advances in Intelligent Data Analysis XXIII, 2025

Machine Learning on the Fly: A Hands-On Tutorial for Streaming Data.

Heitor Murilo Gomes, Nuwan Gunasekara, Yibin Sun

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Gradient boosted trees for evolving data streams.

Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet

Mach. Learn., May, 2024

Recurrent Concept Drifts on Data Streams.

Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet, Yun Sing Koh

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Survey on Online Streaming Continual Learning.

Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Online Hyperparameter Optimization for Streaming Neural Networks.

Nuwan Gunasekara, Heitor Murilo Gomes, Bernhard Pfahringer, Albert Bifet

Proceedings of the International Joint Conference on Neural Networks, 2022

Adaptive Online Domain Incremental Continual Learning.

Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Adaptive Neural Networks for Online Domain Incremental Continual Learning.

Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer

Proceedings of the Discovery Science - 25th International Conference, 2022

2010

Tuning N-gram String Kernel SVMs via Meta Learning.

Nuwan Gunasekara, Shaoning Pang, Nikola K. Kasabov

Proceedings of the Neural Information Processing. Models and Applications, 2010