Nuwan Gunasekara

14 papers A* 3B 4Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2026 B conf
Bridging Forecast Accuracy and Inventory KPIs: A Simulation-Based Software Framework.
IDA
So Fukuhara, Abdallah Alabdallah, Nuwan Gunasekara, Slawomir Nowaczyk
2026 J jnl
Bridging Forecast Accuracy and Inventory KPIs: A Simulation-Based Software Framework.
CoRR
So Fukuhara, Abdallah Alabdallah, Nuwan Gunasekara, Slawomir Nowaczyk
2025 J jnl
CapyMOA: Efficient Machine Learning for Data Streams in Python.
CoRR
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
2025 J jnl
Gradient boosted bagging for evolving data stream regression.
Data Min. Knowl. Discov.
Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet
2025 — conf
Machine Learning for Data Streams with CapyMOA.
ECML/PKDD (10)
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
2025 A* conf
Machine Learning on the Fly: A Hands-On Tutorial for Streaming Data.
ICDE
Heitor Murilo Gomes, Nuwan Gunasekara, Yibin Sun
2025 B conf
Pragmatic Paradigm for Multi-stream Regression.
IDA
Nuwan Gunasekara, Slawomir Nowaczyk, Sepideh Pashami
2024 J jnl
Gradient boosted trees for evolving data streams.
Mach. Learn.
Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet
2024 A* conf
Recurrent Concept Drifts on Data Streams.
IJCAI
Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet, Yun Sing Koh
2023 A* conf
Survey on Online Streaming Continual Learning.
IJCAI
Nuwan Gunasekara, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet
2022 B conf
Adaptive Neural Networks for Online Domain Incremental Continual Learning.
DS
Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer
2022 — conf
Adaptive Online Domain Incremental Continual Learning.
ICANN (1)
Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer
2022 B conf
Online Hyperparameter Optimization for Streaming Neural Networks.
IJCNN
Nuwan Gunasekara, Heitor Murilo Gomes, Bernhard Pfahringer, Albert Bifet
2010 — conf
Tuning N-gram String Kernel SVMs via Meta Learning.
ICONIP (2)
Nuwan Gunasekara, Shaoning Pang, Nikola K. Kasabov