6 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.AI2015★ 6 cited
Use of Ensembles of Fourier Spectra in Capturing Recurrent Concepts in Data Streams
Sripirakas Sakthithasan, Russel Pears, Albert Bifet +1
In this research, we apply ensembles of Fourier encoded spectra to capture and mine recurring concepts in a data stream environment. Previous research showed that compact versions…
cs.LG2014★ 3 cited
Mining Recurrent Concepts in Data Streams using the Discrete Fourier Transform
Sakthithasan Sripirakas, Russel Pears
In this research we address the problem of capturing recurring concepts in a data stream environment. Recurrence capture enables the re-use of previously learned classifiers withou…