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» Approximate Temporal Aggregation
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109
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UAI
2004
15 years 2 months ago
Dynamical Systems Trees
We propose dynamical systems trees (DSTs) as a flexible model for describing multiple processes that interact via a hierarchy of aggregating processes. DSTs extend nonlinear dynam...
Andrew Howard, Tony Jebara
115
Voted
TKDE
1998
134views more  TKDE 1998»
15 years 10 days ago
Unified Data Model for Representing Multimedia, Timeline, and Simulation Data
—This paper describes a unified data model that represents multimedia, timeline, and simulation data utilizing a single set of related data modeling constructs. A uniform model f...
John D. N. Dionisio, Alfonso F. Cardenas
94
Voted
ICML
2005
IEEE
16 years 1 months ago
Closed-form dual perturb and combine for tree-based models
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
Pierre Geurts, Louis Wehenkel
73
Voted
EUSFLAT
2007
125views Fuzzy Logic» more  EUSFLAT 2007»
15 years 2 months ago
On the Moments and the Distribution of the Choquet Integral
We investigate the distribution functions and the moments of the so-called Choquet integral, also known as the Lov´asz extension, when regarded as a real function of a random sam...
Ivan Kojadinovic, Jean-Luc Marichal
ECCV
2010
Springer
15 years 1 months ago
A High-Quality Video Denoising Algorithm Based on Reliable Motion Estimation
Although the recent advances in the sparse representations of images have achieved outstanding denosing results, removing real, structured noise in digital videos remains a challen...
Ce Liu, William T. Freeman