no code implementations • 8 Oct 2021 • Richard Hugh Moulton, Behnam Behinaein Hamgini, Zahra Abedi Khouzani, Rômulo Meira-Góes, Fei Wang, Karen Rudie
In discrete-event system control, the worst-case time complexity for computing a system's observer is exponential in the number of that system's states.
no code implementations • 9 Jul 2019 • Richard Hugh Moulton, Herna L. Viktor, Nathalie Japkowicz, João Gama
We conclude that the paradigm of contexts in data streams can be used to improve the performance of streaming one-class classifiers.
no code implementations • 30 Jan 2019 • Richard Hugh Moulton, Jakub Zgraja
Benchmark data sets are of vital importance in machine learning research, as indicated by the number of repositories that exist to make them publicly available.