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MICCAI
2002
Springer
16 years 4 months ago
Generation of Pathologies for Surgical Training Simulators
In the past few years virtual reality based systems have been proposed and realized for many medical interventions. These simulators have the potential to provide training on a wid...
Raimundo Sierra, Gábor Székely, Mich...
135
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ICML
2007
IEEE
16 years 4 months ago
Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation
Reinforcement learning algorithms can become unstable when combined with linear function approximation. Algorithms that minimize the mean-square Bellman error are guaranteed to co...
Chee Wee Phua, Robert Fitch
ICML
2000
IEEE
16 years 4 months ago
Meta-Learning by Landmarking Various Learning Algorithms
Landmarking is a novel approach to describing tasks in meta-learning. Previous approaches to meta-learning mostly considered only statistics-inspired measures of the data as a sou...
Bernhard Pfahringer, Hilan Bensusan, Christophe G....
ICSE
2008
IEEE-ACM
16 years 4 months ago
On the difficulty of replicating human subjects studies in software engineering
Replications play an important role in verifying empirical results. In this paper, we discuss our experiences performing a literal replication of a human subjects experiment that ...
Jonathan Lung, Jorge Aranda, Steve M. Easterbrook,...
ISBI
2002
IEEE
16 years 3 months ago
Deformable registration of DT-MRI data based on transformation invariant tensor characteristics
Conventional deformable registration methods are mostly driven by the interface between different brain structures. In recent years, Diffusion Tensor Magnetic Resonance Imaging (D...
Alexandre Guimond, Charles R. G. Guttmann, Simon K...