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ICML
2006
IEEE
14 years 9 months ago
Predictive linear-Gaussian models of controlled stochastic dynamical systems
We introduce the controlled predictive linearGaussian model (cPLG), a model that uses predictive state to model discrete-time dynamical systems with real-valued observations and v...
Matthew R. Rudary, Satinder P. Singh
ICML
2005
IEEE
14 years 9 months ago
Multi-way distributional clustering via pairwise interactions
We present a novel unsupervised learning scheme that simultaneously clusters variables of several types (e.g., documents, words and authors) based on pairwise interactions between...
Ron Bekkerman, Ran El-Yaniv, Andrew McCallum
ISBI
2008
IEEE
14 years 9 months ago
Automatic myocardium segmentation in late-enhancement MRI
We propose a novel automatic method to segment the myocardium on late-enhancement cardiac MR (LE CMR) images with a multi-step approach. First, in each slice of the LE CMR volume,...
Benoit Mory, Cybèle Ciofolo, Gilion Hautvas...
KDD
2009
ACM
143views Data Mining» more  KDD 2009»
14 years 9 months ago
Optimizing web traffic via the media scheduling problem
Website traffic varies through time in consistent and predictable ways, with highest traffic in the middle of the day. When providing media content to visitors, it is important to...
Lars Backstrom, Jon M. Kleinberg, Ravi Kumar
ICSE
2008
IEEE-ACM
14 years 9 months ago
A value-based approach for documenting design decisions rationale: a replicated experiment
The explicit documentation of the rationale of design decisions is a practice generally encouraged but rarely implemented in industry because of a variety of inhibitors. Known met...
Davide Falessi, Rafael Capilla, Giovanni Cantone