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EMMCVPR
1999
Springer
15 years 12 months ago
Markov Random Field Modelling of fMRI Data Using a Mean Field EM-algorithm
This paper considers the use of the EM-algorithm, combined with mean field theory, for parameter estimation in Markov random field models from unlabelled data. Special attention ...
Markus Svensén, Frithjof Kruggel, D. Yves v...
206
Voted
ICDCS
2007
IEEE
15 years 11 months ago
Stratification in P2P Networks: Application to BitTorrent
We consider a model for decentralized collaborative networks that is based on stable matching theory. This model is applied to systems with a global ranking utility function, whic...
Anh-Tuan Gai, Fabien Mathieu, Fabien de Montgolfie...
BIRTHDAY
2006
Springer
15 years 11 months ago
Realistic Worst-Case Execution Time Analysis in the Context of Pervasive System Verification
We describe a gate level design of a FlexRay-like bus interface. An electronic control unit (ECU) is obtained by integrating this interface into the design of the verified VAMP pro...
Steffen Knapp, Wolfgang J. Paul
199
Voted
ECML
2006
Springer
15 years 11 months ago
(Agnostic) PAC Learning Concepts in Higher-Order Logic
This paper studies the PAC and agnostic PAC learnability of some standard function classes in the learning in higher-order logic setting introduced by Lloyd et al. In particular, i...
Kee Siong Ng
RECOMB
2000
Springer
15 years 11 months ago
A compression algorithm for DNA sequences and its applications in genome comparison
We present a lossless compression algorithm, GenCompress, for genetic sequences, based on searching for approximate repeats. Our algorithm achieves the best compression ratios for...
Xin Chen, Sam Kwong, Ming Li