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DAGM
2008
Springer
15 years 8 months ago
Approximate Parameter Learning in Conditional Random Fields: An Empirical Investigation
We investigate maximum likelihood parameter learning in Conditional Random Fields (CRF) and present an empirical study of pseudo-likelihood (PL) based approximations of the paramet...
Filip Korc, Wolfgang Förstner
DCC
2008
IEEE
15 years 8 months ago
The Quadratic Gaussian Rate-Distortion Function for Source Uncorrelated Distortions
We characterize the rate-distortion function for zero-mean stationary Gaussian sources under the MSE fidelity criterion and subject to the additional constraint that the distortio...
Milan S. Derpich, Jan Østergaard, Graham C....
ICC
2007
IEEE
157views Communications» more  ICC 2007»
15 years 8 months ago
On the Effectiveness of the 2-hop Routing Strategy in Mobile Ad Hoc Networks
— In this paper, we study the performance of the 2-hop routing scheme proposed for ad hoc wireless networks with mobile nodes, considering realistic node mobility patterns. First...
Michele Garetto, Paolo Giaccone, Emilio Leonardi
ESWS
2008
Springer
15 years 8 months ago
Graph Summaries for Subgraph Frequency Estimation
A fundamental problem related to graph structured databases is searching for substructures. One issue with respect to optimizing such searches is the ability to estimate the freque...
Angela Maduko, Kemafor Anyanwu, Amit P. Sheth, Pau...
BILDMED
2007
130views Algorithms» more  BILDMED 2007»
15 years 8 months ago
On Validation of Non-physical Techniques for Elastic Image Registration
Non-physical techniques for elastic image registration such as different spline-based optimization methods are often applied in biomedical applications for image normalization w.r...
Evgeny Gladilin, Karl Rohr, Roland Eils