Browsing by Author "Gunasekara, Nuwan Amila"

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  • Adaptive online domain incremental continual learning

    Gunasekara, Nuwan Amila; Gomes, Heitor Murilo; Bifet, Albert; Pfahringer, Bernhard (Springer Nature, 2022)
    Continual Learning (CL) problems pose significant challenges for Neural Network (NN)s. Online Domain Incremental Continual Learning (ODI-CL) refers to situations where the data distribution may change from one task to ...
  • Advanced adaptive classifier methods for data streams

    Gunasekara, Nuwan Amila (The University of Waikato, 2023)
    The exponential growth of the internet has resulted in an overwhelming influx of big data. However, traditional batch learning models face significant obstacles in effectively learning from these vast and constantly evolving ...

Nuwan Amila Gunasekara has 3 co-authors in Research Commons.