63 citations · 137 across the 14 of their papers we have counts for
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cs.AI2012★ 2 cited
Robust Principal Component Analysis Using Statistical Estimators
Peratham Wiriyathammabhum, Boonserm Kijsirikul
Principal Component Analysis (PCA) finds a linear mapping and maximizes the variance of the data which makes PCA sensitive to outliers and may cause wrong eigendirection. In this p…
cs.CL2012★ 12 cited
Applying Deep Belief Networks to Word Sense Disambiguation
Peratham Wiriyathammabhum, Boonserm Kijsirikul, Hiroya Takamura +1
In this paper, we applied a novel learning algorithm, namely, Deep Belief Networks (DBN) to word sense disambiguation (WSD). DBN is a probabilistic generative model composed of mul…