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04/04/2023
Independent Vector Extraction Constrained on Manifold of Half-Length Filters
Independent Vector Analysis (IVA) is a popular extension of Independent ...
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12/02/2022
Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio
This paper deals with dynamic Blind Source Extraction (BSE) from where t...
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11/10/2022
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning
Independent component analysis (ICA) of multi-subject functional magneti...
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06/01/2020
Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19
Social media has become an important communication channel during high i...
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11/11/2019
Multidataset Independent Subspace Analysis with Application to Multimodal Fusion
In the last two decades, unsupervised latent variable models—blind sourc...
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10/23/2019
Tracing Network Evolution Using the PARAFAC2 Model
Characterizing time-evolving networks is a challenging task, but it is c...
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10/22/2016
Independent Component Analysis by Entropy Maximization with Kernels
Independent component analysis (ICA) is the most popular method for blin...
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10/19/2016
Enhancing ICA Performance by Exploiting Sparsity: Application to FMRI Analysis
Independent component analysis (ICA) is a powerful method for blind sour...
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03/29/2013