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A Machine Learning Approach to GDP Data Analysis Using Independent Component Analysis (ICA)
Journal of Intelligent Decision and Computational ModellingThe objective function of numerous well-established Independent Component Analysis (ICA) algorithms, widely recognized as unsupervised machine learning methods, is rooted in specific dependence criteria. This study introduces a distinctive dependence criterion based on the Cumulative Distribution Function (CDF) for characterizing the independence ...
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A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals
International Journal of Neural Systems, 2000Ella Bingham, Aapo Hyvärinen
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Imaging human EEG dynamics using independent component analysis
Neuroscience and Biobehavioral Reviews, 2006Marissa Westerfield +2 more
exaly
Local-ICA: independent component analysis for sources with non-stationary amplitudes
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005., 2006T. Dahl +3 more
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Apply ICA (Independent Component Analysis) to Removing Respiratory Interference from ECG
Electrical and Control Engineering & Materials Science and Manufacturing, 2016Xue Lian Pang, Manling Ge, Chuanyong Li
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Adaptive image fusion technology based on ICA (independent component analysis)
Fourth International Conference on Advanced Algorithms and Neural Networks (AANN 2024)Wei Lu, Qi Sun, Aishu Li
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Independent component analysis and its applications in signal processing for analytical chemistry
TrAC - Trends in Analytical Chemistry, 2008Guoqing Wang
exaly

