Tuning N-gram String Kernel SVMs via Meta Learning. - Nuwan Gunasekara; Shaoning Pang 001; Nikola K. Kasabov (ICONIP (2), 2010)

Adaptive Neural Networks for Online Domain Incremental Continual Learning. - Nuwan Gunasekara; Heitor Murilo Gomes; Albert Bifet; Bernhard Pfahringer (DS, 2022)

Adaptive Online Domain Incremental Continual Learning. - Nuwan Gunasekara; Heitor Murilo Gomes; Albert Bifet; Bernhard Pfahringer (ICANN (1), 2022)

Online Hyperparameter Optimization for Streaming Neural Networks. - Nuwan Gunasekara; Heitor Murilo Gomes; Bernhard Pfahringer; Albert Bifet (IJCNN, 2022)

Survey on Online Streaming Continual Learning. - Nuwan Gunasekara; Bernhard Pfahringer; Heitor Murilo Gomes; Albert Bifet (IJCAI, 2023)

Recurrent Concept Drifts on Data Streams. - Nuwan Gunasekara; Bernhard Pfahringer; Heitor Murilo Gomes; Albert Bifet; Yun Sing Koh (IJCAI, 2024)

Gradient boosted trees for evolving data streams. - Nuwan Gunasekara; Bernhard Pfahringer; Heitor Murilo Gomes; Albert Bifet (Mach. Learn., 2024)

Machine Learning on the Fly: A Hands-On Tutorial for Streaming Data. - Heitor Murilo Gomes; Nuwan Gunasekara; Yibin Sun (ICDE, 2025)

Pragmatic Paradigm for Multi-stream Regression. - Nuwan Gunasekara; Slawomir Nowaczyk; Sepideh Pashami (IDA, 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, 2025)