ADVANCES IN INDEPENDENT COMPONENT ANALYSIS WITH APPLICATIONS TO DATA MINING
Ella Bingham
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Correction to "Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms". [PDF]
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A simulation study: comparing independent component analysis and signal-space projection - source-informed reconstruction for rejecting muscle artifacts evoked by transcranial magnetic stimulation. [PDF]
Mutanen TP +4 more
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[Research on emotion recognition in electroencephalogram based on independent component analysis-recurrence plot and improved EfficientNet]. [PDF]
Feng G, Zheng X, Zhang B, Wang H.
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Independent component analysis (ICA) applied to dynamic oxygen-enhanced MRI (OE-MRI) for robust functional lung imaging at 3 T. [PDF]
Needleman SH +6 more
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Independent Component Analysis
IEEE Transactions on Neural Networks, 2004Independent component analysis (ICA) is a multivariate data analysis method that, given a linear mixture of statistical independent sources, recovers these components by producing an unmixing matrix. Stemming from a more general problem called blind source separation (BSS), ICA has become increasingly popular in recent years with several excellent ...
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Discriminant Independent Component Analysis
IEEE Transactions on Neural Networks, 2009A conventional linear model based on Negentropy maximization extracts statistically independent latent variables which may not be optimal to give a discriminant model with good classification performance. In this paper, a single-stage linear semisupervised extraction of discriminative independent features is proposed. Discriminant independent component
Dhir, CS Dhir, Chandra Shekhar +1 more
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Flexible independent component analysis
Neural Networks for Signal Processing VIII. Proceedings of the 1998 IEEE Signal Processing Society Workshop (Cat. No.98TH8378), 2000zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Choi, S, Cichocki, A, Amari, SI
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