176 citations · 826 across the 63 of their papers we have counts for
3 papers · 1 filter
Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions
Mathieu Sinn, Ali Ghodsi, Karsten Keller
As a new method for detecting change-points in high-resolution time series, we apply Maximum Mean Discrepancy to the distributions of ordinal patterns in different parts of a time…
Supervised Texture Classification Using a Novel Compression-Based Similarity Measure
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Supervised pixel-based texture classification is usually performed in the feature space. We propose to perform this task in (dis)similarity space by introducing a new compression-b…
Kernelized Supervised Dictionary Learning
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
In this paper, we propose supervised dictionary learning (SDL) by incorporating information on class labels into the learning of the dictionary. To this end, we propose to learn th…