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» Mutual Interdependence Analysis (MIA)
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ICA
2007
Springer
13 years 11 months ago
Mutual Interdependence Analysis (MIA)
Functional Data Analysis (FDA) is used for datasets that are more meaningfully represented in the functional form. Functional principal component analysis, for instance, is used to...
Heiko Claussen, Justinian Rosca, Robert I. Damper
ICASSP
2009
IEEE
14 years 8 hour ago
Generalized mutual interdependence analysis
The mean of a data set is one trivial representation of data from one class. Recently, mutual interdependence analysis (MIA) has been successfully used to extract more involved re...
Heiko Claussen, Justinian Rosca, Robert I. Damper
ICASSP
2008
IEEE
13 years 11 months ago
Mutual features for robust identification and verification
Noisy or distorted video/audio training sets represent constant challenges in automated identification and verification tasks. We propose the method of Mutual Interdependence An...
Heiko Claussen, Justinian Rosca, Robert I. Damper
WISA
2009
Springer
13 years 12 months ago
A Comparative Study of Mutual Information Analysis under a Gaussian Assumption
In CHES 2008 a generic side-channel distinguisher, Mutual Information, has been introduced to be independent of the relation between measurements and leakages as well as between le...
Amir Moradi, Nima Mousavi, Christof Paar, Mahmoud ...
IACR
2011
134views more  IACR 2011»
12 years 4 months ago
An Exploration of the Kolmogorov-Smirnov Test as Competitor to Mutual Information Analysis
A theme of recent side-channel research has been the quest for distinguishers which remain eective even when few assumptions can be made about the underlying distribution of the m...
Carolyn Whitnall, Elisabeth Oswald, Luke Mather