A common neural-network model for unsupervised exploratory data analysis and independent component analysis

M. Girolami; A. Cichocki; S.I. Amari

doi:10.1109/72.728398

A common neural-network model for unsupervised exploratory data analysis and independent component analysis

IEEE Transactions on Neural Networks ◽

10.1109/72.728398 ◽

1998 ◽

Vol 9 (6) ◽

pp. 1495-1501 ◽

Cited By ~ 15

Author(s):

M. Girolami ◽

A. Cichocki ◽

S.I. Amari

Keyword(s):

Neural Network ◽

Data Analysis ◽

Independent Component Analysis ◽

Network Model ◽

Neural Network Model ◽

Exploratory Data Analysis ◽

Component Analysis ◽

Independent Component ◽

Exploratory Data

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A combined Independent Component Analysis–Neural Network model for forecasting exchange rate variation

Applied Soft Computing ◽

10.1016/j.asoc.2019.105654 ◽

2019 ◽

Vol 83 ◽

pp. 105654 ◽

Cited By ~ 11

Author(s):

Jonatan Henríquez ◽

Werner Kristjanpoller

Keyword(s):

Neural Network ◽

Exchange Rate ◽

Independent Component Analysis ◽

Network Model ◽

Neural Network Model ◽

Component Analysis ◽

Independent Component ◽

Rate Variation

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Comparison of Two Exploratory Data Analysis Methods for fMRI: Unsupervised Clustering Versus Independent Component Analysis

IEEE Transactions on Information Technology in Biomedicine ◽

10.1109/titb.2004.834406 ◽

2004 ◽

Vol 8 (3) ◽

pp. 387-398 ◽

Cited By ~ 35

Author(s):

A. Meyer-Baese ◽

A. Wismueller ◽

O. Lange

Keyword(s):

Data Analysis ◽

Independent Component Analysis ◽

Exploratory Data Analysis ◽

Component Analysis ◽

Unsupervised Clustering ◽

Independent Component ◽

Analysis Methods ◽

Exploratory Data ◽

Data Analysis Methods

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Blind Separation of Noisy Mixed Speech Based on Independent Component Analysis and Neural Network

2012 International Conference on Computing, Measurement, Control and Sensor Network ◽

10.1109/cmcsn.2012.27 ◽

2012 ◽

Author(s):

Hongyan Li ◽

Xueying Zhang

Keyword(s):

Neural Network ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Blind Separation

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Integrating Nonlinear Independent Component Analysis and Neural Network in Stock Price Prediction

Next-Generation Applied Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02568-6_62 ◽

2009 ◽

pp. 614-623 ◽

Cited By ~ 4

Author(s):

Chi-Jie Lu ◽

Chih-Chou Chiu ◽

Jung-Li Yang

Keyword(s):

Neural Network ◽

Independent Component Analysis ◽

Stock Price ◽

Component Analysis ◽

Independent Component ◽

Stock Price Prediction ◽

Price Prediction

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TRICODA - Complex Data Analysis and Condition Monitoring based onv Neural Network Model

Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007) ◽

10.1109/ahs.2007.107 ◽

2007 ◽

Author(s):

G. Howells ◽

B. Howlett ◽

K. McDonald-Maier

Keyword(s):

Neural Network ◽

Data Analysis ◽

Condition Monitoring ◽

Network Model ◽

Neural Network Model ◽

Complex Data

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Exploratory Data Analysis and Artificial Neural Network for Prediction of Leptospirosis Occurrence in Seremban, Malaysia Based on Meteorological Data

Frontiers in Earth Science ◽

10.3389/feart.2020.00377 ◽

2020 ◽

Vol 8 ◽

Author(s):

Fariq Rahmat ◽

Zed Zulkafli ◽

Asnor Juraiza Ishak ◽

Samsul Bahari Mohd Noor ◽

Hazlina Yahaya ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Data Analysis ◽

Exploratory Data Analysis ◽

Meteorological Data ◽

Exploratory Data ◽

Artificial Neural

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A nonlinear neural network model of mixture of local principal component analysis: application to handwritten digits recognition

Pattern Recognition ◽

10.1016/s0031-3203(00)00009-1 ◽

2001 ◽

Vol 34 (2) ◽

pp. 203-214 ◽

Cited By ~ 29

Author(s):

Bailing Zhang ◽

Minyue Fu ◽

Hong Yan

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Network Model ◽

Neural Network Model ◽

Principal Component ◽

Component Analysis ◽

Analysis Application

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Independent component analysis by the PFANN neural network

9th International Conference on Artificial Neural Networks: ICANN '99 ◽

10.1049/cp:19991192 ◽

1999 ◽

Cited By ~ 1

Author(s):

S. Fiori

Keyword(s):

Neural Network ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component

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Improving artificial neural network model predictions of daily average PM10 concentrations by applying principle component analysis and implementing seasonal models

Journal of the Air & Waste Management Association ◽

10.1080/10962247.2015.1019652 ◽

2015 ◽

Vol 65 (7) ◽

pp. 800-809 ◽

Cited By ~ 16

Author(s):

Fatih Taşpınar

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Network Model ◽

Neural Network Model ◽

Principle Component Analysis ◽

Artificial Neural Network Model ◽

Component Analysis ◽

Principle Component ◽

Daily Average ◽

Model Predictions

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Classification of EEG Recordings by Using Fast Independent Component Analysis and Artificial Neural Network

Journal of Medical Systems ◽

10.1007/s10916-007-9102-z ◽

2007 ◽

Vol 32 (1) ◽

pp. 17-20 ◽

Cited By ~ 25

Author(s):

Yucel Kocyigit ◽

Ahmet Alkan ◽

Halil Erol

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fast Independent Component Analysis ◽

Artificial Neural ◽

Eeg Recordings

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