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ICML
2009
IEEE
16 years 6 months ago
Polyhedral outer approximations with application to natural language parsing
Recent approaches to learning structured predictors often require approximate inference for tractability; yet its effects on the learned model are unclear. Meanwhile, most learnin...
André F. T. Martins, Noah A. Smith, Eric P....
ICML
2001
IEEE
16 years 6 months ago
Round Robin Rule Learning
In this paper, we discuss a technique for handling multi-class problems with binary classifiers, namely to learn one classifier for each pair of classes. Although this idea is kno...
Johannes Fürnkranz
ISBI
2008
IEEE
16 years 6 months ago
Tracking of cells in a sequence of images using a low-dimension image representation
We propose a new image analysis method to segment and track cells in a growing colony. By using an intermediate low-dimension image representation yielded by a reliable over-segme...
Alice Demarez, Ariel B. Lindner, François T...
RSKT
2009
Springer
16 years 11 days ago
Learning Optimal Parameters in Decision-Theoretic Rough Sets
A game-theoretic approach for learning optimal parameter values for probabilistic rough set regions is presented. The parameters can be used to define approximation regions in a p...
Joseph P. Herbert, Jingtao Yao
HICSS
2008
IEEE
181views Biometrics» more  HICSS 2008»
16 years 8 days ago
Systems Theory Model for Information Security
Architecting security solutions for today’s diverse computer systems is a challenge. The modern business environment is comprised of many different applications, e-mail, databas...
Wm. Arthur Conklin, Glenn B. Dietrich