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» Measuring Component Adaptation
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138
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IDA
2009
Springer
15 years 9 months ago
Estimating Squared-Loss Mutual Information for Independent Component Analysis
Abstract. Accurately evaluating statistical independence among random variables is a key component of Independent Component Analysis (ICA). In this paper, we employ a squared-loss ...
Taiji Suzuki, Masashi Sugiyama
120
Voted
CORR
2010
Springer
163views Education» more  CORR 2010»
15 years 2 months ago
Distributed Principal Component Analysis for Wireless Sensor Networks
Abstract: The Principal Component Analysis (PCA) is a data dimensionality reduction technique well-suited for processing data from sensor networks. It can be applied to tasks like ...
Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca...
130
Voted
EUROMICRO
2009
IEEE
15 years 9 months ago
An Architecture-Based Framework for Managing Adaptive Real-Time Applications
—Real-time systems are increasingly used in dynamic changing environments with variable user needs, hosting real-time applications ranging in number and nature. This paper propos...
Ning Gui, Vincenzo De Florio, Hong Sun, Chris Blon...
137
Voted
ICA
2010
Springer
15 years 3 months ago
Adaptive Underdetermined ICA for Handling an Unknown Number of Sources
Independent Component Analysis is the best known method for solving blind source separation problems. In general, the number of sources must be known in advance. In many cases, pre...
Andreas Sandmair, Alam Zaib, Fernando Puente Le&oa...
SIES
2007
IEEE
15 years 8 months ago
Refactoring an Automotive Embedded Software Stack using the Component-Based Paradigm
Abstract— The number of electronic systems in cars is continuously growing. Electronic systems, consisting of so-called electronic control units (ECUs) interconnected by a commun...
Thomas M. Galla, Dietmar Schreiner, Wolfgang Forst...