275 citations · 551 across the 32 of their papers we have counts for
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cs.LG2015★ 1 cited
Fast Metric Learning For Deep Neural Networks
Henry Gouk, Bernhard Pfahringer, Michael Cree
Similarity metrics are a core component of many information retrieval and machine learning systems. In this work we propose a method capable of learning a similarity metric from da…
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…