Publications

Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet, Yun Sing Koh (2024). Recurrent Concept Drifts on Data Streams. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (Accepted).

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Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet (2024). Gradient Boosted Trees for Evolving Data Streams. Machine Learning.

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Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet (2023). Survey on Online Streaming Continual Learning. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence.

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Nuwan Amila Gunasekara (2023). Advanced Adaptive Classifier Methods for Data Streams.

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Nuwan Gunasekara, Heitor Murilo Gomes, Bernhard Pfahringer, Albert Bifet (2022). Online Hyperparameter Optimization for Streaming Neural Networks. 2022 International Joint Conference on Neural Networks (IJCNN).

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Nuwan Gunasekara, Heitor Gomes, Albert Bifet, Bernhard Pfahringer (2022). Adaptive Online Domain Incremental Continual Learning. Artificial Neural Networks and Machine Learning – ICANN 2022.

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Nuwan Gunasekara, Heitor Gomes, Albert Bifet, Bernhard Pfahringer (2022). Adaptive Neural Networks for Online Domain Incremental Continual Learning. Lecture Notes in Computer Science.

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Nuwan Gunasekara, Shaoning Pang, Nikola Kasabov (2010). Tuning N-gram String Kernel SVMs via Meta Learning. Neural Information Processing. Models and Applications.

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Nuwan Amila Gunasekara (2010). Meta learning on string kernel SVMs for string categorization.