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ORCIDNuwan Gunasekara
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2020 – today
- 2025
[j2]Nuwan Gunasekara
, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet:
Gradient boosted bagging for evolving data stream regression. Data Min. Knowl. Discov. 39(5): 65 (2025)- [c9]Heitor Murilo Gomes, Nuwan Gunasekara, Yibin Sun:
Machine Learning on the Fly: A Hands-On Tutorial for Streaming Data. ICDE 2025: 4513-4516 - [c8]Nuwan Gunasekara, Slawomir Nowaczyk, Sepideh Pashami:
Pragmatic Paradigm for Multi-stream Regression. IDA 2025: 358-372 - [c7]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:
Machine Learning for Data Streams with CapyMOA. ECML/PKDD (10) 2025: 438-443 - [i1]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:
CapyMOA: Efficient Machine Learning for Data Streams in Python. CoRR abs/2502.07432 (2025) - 2024
- [j1]Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet:
Gradient boosted trees for evolving data streams. Mach. Learn. 113(5): 3325-3352 (2024) - [c6]Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet, Yun Sing Koh:
Recurrent Concept Drifts on Data Streams. IJCAI 2024: 8029-8037 - 2023
- [c5]Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet:
Survey on Online Streaming Continual Learning. IJCAI 2023: 6628-6637 - 2022
- [c4]Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer:
Adaptive Neural Networks for Online Domain Incremental Continual Learning. DS 2022: 89-103 - [c3]Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer:
Adaptive Online Domain Incremental Continual Learning. ICANN (1) 2022: 491-502 - [c2]Nuwan Gunasekara, Heitor Murilo Gomes, Bernhard Pfahringer, Albert Bifet:
Online Hyperparameter Optimization for Streaming Neural Networks. IJCNN 2022: 1-9
2010 – 2019
- 2010
- [c1]Nuwan Gunasekara, Shaoning Pang, Nikola K. Kasabov:
Tuning N-gram String Kernel SVMs via Meta Learning. ICONIP (2) 2010: 91-98
Coauthor Index
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