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ISNN
2007
Springer
16 years 19 days ago
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
Nonnegative Matrix and Tensor Factorization (NMF/NTF) and Sparse Component Analysis (SCA) have already found many potential applications, especially in multi-way Blind Source Separ...
Andrzej Cichocki, Rafal Zdunek
FASE
2004
Springer
15 years 12 months ago
Predictable Dynamic Plugin Systems
Abstract. To be able to build systems by composing a variety of components dynamically, adding and removing as required, is desirable. Unfortunately systems with evolving architect...
Robert Chatley, Susan Eisenbach, Jeff Kramer, Jeff...
ICFP
1999
ACM
15 years 10 months ago
Calling Hell From Heaven and Heaven From Hell
The increasing popularity of component-based programming tools offer a big opportunity to designers of advanced programming languages, such as Haskell. If we can package our progr...
Sigbjorn Finne, Daan Leijen, Erik Meijer, Simon L....
CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 6 months ago
Robust Matrix Decomposition with Outliers
Suppose a given observation matrix can be decomposed as the sum of a low-rank matrix and a sparse matrix (outliers), and the goal is to recover these individual components from th...
Daniel Hsu, Sham M. Kakade, Tong Zhang
ENTCS
2002
145views more  ENTCS 2002»
15 years 6 months ago
Combining Monitors for Runtime System Verification
Runtime verification permits checking system properties that cannot be fully verified off-line. This is particularly true when the system includes complex third-party components, ...
Joshua Levy, Hassen Saïdi, Tomás E. Ur...