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ICML
2009
IEEE
16 years 19 days 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 19 days 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 16 days 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
15 years 6 months 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»
15 years 6 months 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