Independent Component Analysis Based on Nonparametric Density Estimation

R. Boscolo; H. Pan; V.P. Roychowdhury

doi:10.1109/tnn.2003.820667

Independent Component Analysis Based on Nonparametric Density Estimation

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2003.820667 ◽

2004 ◽

Vol 15 (1) ◽

pp. 55-65 ◽

Cited By ~ 127

Author(s):

R. Boscolo ◽

H. Pan ◽

V.P. Roychowdhury

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Component Analysis ◽

Nonparametric Density Estimation ◽

Independent Component

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Nonparametric Density Estimation Based Independent Component Analysis via Particle Swarm Optimization

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. ◽

10.1109/icassp.2005.1416019 ◽

2006 ◽

Cited By ~ 2

Author(s):

Dean J. Krusienski ◽

William K. Jenkins

Keyword(s):

Particle Swarm Optimization ◽

Independent Component Analysis ◽

Density Estimation ◽

Particle Swarm ◽

Component Analysis ◽

Nonparametric Density Estimation ◽

Independent Component ◽

Swarm Optimization

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Independent Component Analysis based on Nonparametric Density Estimation on Time-Frequency Domain

2005 IEEE Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2005.1532894 ◽

2006 ◽

Author(s):

Haixiang Xu ◽

Chi Hau Chen ◽

Fengyu Cong ◽

Leiju Yang ◽

Xizhi Shi

Keyword(s):

Independent Component Analysis ◽

Frequency Domain ◽

Density Estimation ◽

Component Analysis ◽

Nonparametric Density Estimation ◽

Independent Component ◽

Time Frequency

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Unsupervised rank-deficient density estimation via multi-class independent component analysis

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium ◽

10.1109/ijcnn.2000.861331 ◽

2000 ◽

Author(s):

F. Palmieri ◽

A. Budillon

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Component Analysis ◽

Independent Component

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A non-parametric approach for independent component analysis using kernel density estimation

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004. ◽

10.1109/cvpr.2004.1315228 ◽

2004 ◽

Cited By ~ 5

Author(s):

K. Sengupta ◽

P. Burman ◽

R. Sharma

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Component Analysis ◽

Independent Component ◽

Parametric Approach ◽

Non Parametric

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Constrained local model with independent component analysis and kernel density estimation: Application to down syndrome detection

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2015.7164032 ◽

2015 ◽

Cited By ~ 2

Author(s):

Qian Zhao ◽

Kazunori Okada ◽

Kenneth Rosenbaum ◽

Marshall Summar ◽

Marius George Linguraru

Keyword(s):

Down Syndrome ◽

Independent Component Analysis ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Component Analysis ◽

Independent Component ◽

Local Model

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An independent component analysis algorithm through solving gradient equation combined with kernel density estimation

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-009-0204-2 ◽

2009 ◽

Vol 14 (2) ◽

pp. 204-209

Author(s):

Yun-feng Xue ◽

Yu-jia Wang ◽

Jie Yang

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Component Analysis ◽

Independent Component ◽

Analysis Algorithm ◽

Independent Component Analysis Algorithm

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Application of independent component analysis with semi-supervised Laplacian regularization kernel density estimation

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.23067 ◽

2017 ◽

Vol 96 (6) ◽

pp. 1327-1336 ◽

Cited By ~ 1

Author(s):

Song Fan ◽

Yingwei Zhang

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Component Analysis ◽

Independent Component ◽

Laplacian Regularization

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Independent component analysis based on marginal density estimation using weighted Parzen windows

Neural Networks ◽

10.1016/j.neunet.2008.01.005 ◽

2008 ◽

Vol 21 (7) ◽

pp. 914-924 ◽

Cited By ~ 2

Author(s):

Jiann-Ming Wu ◽

Meng-Hong Chen ◽

Zheng-Han Lin

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Component Analysis ◽

Independent Component ◽

Marginal Density ◽

Parzen Windows ◽

Marginal Density Estimation

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Sequential Independent Component Analysis Density Estimation

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2791358 ◽

2018 ◽

Vol 29 (10) ◽

pp. 5084-5097 ◽

Cited By ~ 1

Author(s):

Mayer Aladjem ◽

Itamar Israeli-Ran ◽

Maria Bortman

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Component Analysis ◽

Independent Component

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Generalized Independent Component Analysis as Density Estimation

Neural Nets - Lecture Notes in Computer Science ◽

10.1007/3-540-45808-5_8 ◽

2002 ◽

pp. 83-89

Author(s):

Francesco Palmieri ◽

Alessandra Budillon

Keyword(s):

Independent Component Analysis ◽

Density Estimation ◽

Component Analysis ◽

Independent Component

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