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» Control-Driven Tasks: Modeling and Analysis
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ICASSP
2009
IEEE
13 years 7 months ago
Probabilistic matrix tri-factorization
Nonnegative matrix tri-factorization (NMTF) is a 3-factor decomposition of a nonnegative data matrix, X USV , where factor matrices, U, S, and V , are restricted to be nonnegativ...
Jiho Yoo, Seungjin Choi
IFIP13
2004
13 years 11 months ago
Toward A Human-Centered UML For Risk Analysis
: Safety is now a major concern in many complex systems such as medical robots. A way to control the complexity of such systems is to manage risk. The first and important step of t...
Jérémie Guiochet, Gilles Motet, Clau...
IJON
2006
117views more  IJON 2006»
13 years 9 months ago
EEG classification using generative independent component analysis
We present an application of Independent Component Analysis (ICA) to the discrimination of mental tasks for EEG-based Brain Computer Interface systems. ICA is most commonly used w...
Silvia Chiappa, David Barber
JMLR
2010
179views more  JMLR 2010»
13 years 4 months ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby
AAAI
2004
13 years 11 months ago
Agent-based Simulation of Geo-Political Conflict
The intelligence analysis task of anticipating crises and providing decision makers with reasonable (supportable, explainable)possiblefuturesisextremelydifficult.Toperform this ta...
Glenn Taylor, Richard Frederiksen, Russell R. Vane...