Results 251 to 260 of about 265,367 (299)

Independent component ordering in ICA time series analysis

Neurocomputing, 2001
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Cheung, Yiu-ming, Xu, Lei
openaire   +4 more sources

An Independent Component Analysis (ICA) Based Approach for EEG Person Authentication

2009 3rd International Conference on Bioinformatics and Biomedical Engineering, 2009
Exploring brain electrical activity represented by electroencephalogram (EEG) signals for biometric applications has recently attracted increasing research attention since EEG pattern has been shown to be unique for each individual. In this paper, we propose an Independent Component Analysis (ICA) based EEG feature extraction and modeling approach for ...
Chen He, Jane Z. Wang
semanticscholar   +2 more sources

Hybrid independent component analysis (H-ICA) with simultaneous analysis of high-order and second-order statistics for industrial process monitoring

Chemometrics and Intelligent Laboratory Systems, 2019
Both the Gaussian and non-Gaussian information exist simultaneously in many real industrial processes. However, the standard independent component analysis (ICA) cannot effectively explore process information when there is more than one independent ...
Shumei Zhang, Chunhui Zhao
semanticscholar   +3 more sources

Process Monitoring Based on Independent Component Analysis - Principal Component Analysis ( ICA - PCA ) and Similarity Factors

Industrial & Engineering Chemistry Research, 2007
Many of the current multivariate statistical process monitoring techniques (such as principal component analysis (PCA) or partial least squares (PLS)) do not utilize the non-Gaussian information of...
Zhiqiang Ge, Zhihuan Song
semanticscholar   +2 more sources

Independent Component Analysis (ICA)

, 2007
D. Skillicorn
semanticscholar   +3 more sources

Data driven approach for fault detection and diagnosis of turbine in thermal power plant using Independent Component Analysis (ICA)

International Journal of Electrical Power and Energy Systems, 2012
A. Ajami, M. Daneshvar
semanticscholar   +3 more sources

Independent Component Analysis (ICA)

Brain Signals, 2019
G. Naik
semanticscholar   +2 more sources

Probabilistic independent component analysis for functional magnetic resonance imaging

IEEE Transactions on Medical Imaging, 2004
C. Beckmann, Stephen M. Smith
semanticscholar   +3 more sources

Visualisasi Kerusakan Bearing Menggunakan Metode Independent Component Analysis (ICA)

Bandung Conference Series: Statistics, 2022
Abstract. Vibration is a response of a mechanical system either caused by a given excitation force or changes in operating conditions as a function of time. The force that causes this vibration can be caused by several sources such as contact/impact between moving/rotating components, rotation of an unbalanced mass, misalignment and also Bearing faults
Silvya Rahmatiara Putri, Sutawanir Darwis   +1 more
openaire   +1 more source

Fault detection in induction motors with independent component analysis (ICA)

2009 IEEE Bucharest PowerTech, 2009
In this study, the aim is to detect an induction motor's winding faults by using independent component analysis (ICA). Many laboratory experiments have been done on an induction motor to check the performance of the proposed method. The phase currents of the induction motor are used in the fault detection algorithm.
Guney, Irfan, Kilic, Erdal, Ozgonenel, Okan, Ulutas, Mustafa, Karadeniz, Erol   +4 more
openaire   +2 more sources