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ICONIP
2007
15 years 1 months ago
Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation
In the paper, we present a new approach to multi-way Blind Source Separation (BSS) and corresponding 3D tensor factorization that has many potential applications in neuroscience an...
Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqi...
CIT
2004
Springer
15 years 3 months ago
BioPubMiner: Machine Learning Component-Based Biomedical Information Analysis Platform
Abstract. In this paper we introduce BioPubMiner, a machine learning component-based platform for biomedical information analysis. BioPubMiner employs natural language processing t...
Jae-Hong Eom, Byoung-Tak Zhang
CVPR
2003
IEEE
16 years 1 months ago
Generalized Principal Component Analysis (GPCA)
This paper presents an algebro-geometric solution to the problem of segmenting an unknown number of subspaces of unknown and varying dimensions from sample data points. We represen...
René Vidal, Shankar Sastry, Yi Ma
ICIP
2001
IEEE
16 years 1 months ago
Active contour segmentation guided by AM-FM dominant component analysis
Nilanjan Ray, Joebob P. Havlicek, Scott T. Acton, ...
ICPR
2006
IEEE
16 years 29 days ago
A Novel Pattern Classification Scheme: Classwise Non-Principal Component Analysis (CNPCA)
Cong Huang, Dongdong Fu, Guorong Xuan, Peiqi Chai,...