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BMCBI
2007
115views more  BMCBI 2007»
15 years 6 months ago
A novel, fast, HMM-with-Duration implementation - for application with a new, pattern recognition informed, nanopore detector
Background: Hidden Markov Models (HMMs) provide an excellent means for structure identification and feature extraction on stochastic sequential data. An HMM-with-Duration (HMMwD) ...
Stephen Winters-Hilt, Carl Baribault
CCR
2007
135views more  CCR 2007»
15 years 6 months ago
Future internet: fundamentals and measurement
While the Internet is hardly “broken”, it has proved unable to integrate new ideas, new architectures, and provide paths for future integration of data, voice, rich media and ...
Thrasyvoulos Spyropoulos, Serge Fdida, Scott Kirkp...
COMCOM
2007
103views more  COMCOM 2007»
15 years 6 months ago
MPEG-21 digital items to support integration of heterogeneous multimedia content
The MELISA system is a distributed platform for multi-platform sports content broadcasting, providing end users with a wide range of real-time interactive services during the spor...
Kostas Karpouzis, Ilias Maglogiannis, Emmanuel Pap...
NN
2008
Springer
143views Neural Networks» more  NN 2008»
15 years 6 months ago
A batch ensemble approach to active learning with model selection
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens
PR
2006
83views more  PR 2006»
15 years 6 months ago
Optimal convex error estimators for classification
A cross-validation error estimator is obtained by repeatedly leaving out some data points, deriving classifiers on the remaining points, computing errors for these classifiers on ...
Chao Sima, Edward R. Dougherty
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