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Valeri Tsatsishvili
Publication Activity (10 Years)
Years Active: 2013-2015
Publications (10 Years): 0
Top Topics
Canonical Correlation Analysis
Principle Component Analysis
Feature Subspace
Dimension Reduction
Top Venues
ESANN
IJCNN
EUSIPCO
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Publications
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Valeri Tsatsishvili
,
Fengyu Cong
,
Petri Toiviainen
,
Tapani Ristaniemi
Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data.
IJCNN
(2015)
Valeri Tsatsishvili
,
Fengyu Cong
,
Tapani Ristaniemi
,
Petri Toiviainen
,
Vinoo Alluri
,
Elvira Brattico
,
Asoke K. Nandi
Generation of stimulus features for analysis of FMRI during natural auditory experiences.
EUSIPCO
(2014)
Valeri Tsatsishvili
,
Fengyu Cong
,
Tuomas Puoliväli
,
Vinoo Alluri
,
Petri Toiviainen
,
Asoke K. Nandi
,
Elvira Brattico
,
Tapani Ristaniemi
Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis.
ESANN
(2013)