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ICONIP
2007
14 years 8 days 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...
NIPS
2008
14 years 8 days ago
Robust Kernel Principal Component Analysis
Kernel Principal Component Analysis (KPCA) is a popular generalization of linear PCA that allows non-linear feature extraction. In KPCA, data in the input space is mapped to highe...
Minh Hoai Nguyen, Fernando De la Torre
ICCAD
2005
IEEE
90views Hardware» more  ICCAD 2005»
14 years 7 months ago
Scalable compositional minimization via static analysis
State-equivalence based reduction techniques, e.g. bisimulation minimization, can be used to reduce a state transition system to facilitate subsequent verification tasks. However...
Fadi A. Zaraket, Jason Baumgartner, Adnan Aziz
NECO
1998
151views more  NECO 1998»
13 years 10 months ago
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
We describe a new method for performing a nonlinear form of Principal Component Analysis. By the use of integral operator kernel functions, we can e ciently compute principal comp...
Bernhard Schölkopf, Alex J. Smola, Klaus-Robe...
RTS
2006
176views more  RTS 2006»
13 years 10 months ago
Verifying distributed real-time properties of embedded systems via graph transformations and model checking
Component middleware provides dependable and efficient platforms that support key functional, and quality of service (QoS) needs of distributed real-time embedded (DRE) systems. C...
Gabor Madl, Sherif Abdelwahed, Douglas C. Schmidt