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COLT
2004
Springer
14 years 3 months ago
Performance Guarantees for Regularized Maximum Entropy Density Estimation
Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
Miroslav Dudík, Steven J. Phillips, Robert ...
GECCO
2004
Springer
136views Optimization» more  GECCO 2004»
14 years 3 months ago
System Level Hardware-Software Design Exploration with XCS
Abstract. The current trend in Embedded Systems (ES) design is moving towards the integration of increasingly complex applications on a single chip. An Embedded System has to satis...
Fabrizio Ferrandi, Pier Luca Lanzi, Donatella Sciu...
IWCM
2004
Springer
14 years 3 months ago
Tracking Complex Objects Using Graphical Object Models
We present a probabilistic framework for component-based automatic detection and tracking of objects in video. We represent objects as spatio-temporal two-layer graphical models, w...
Leonid Sigal, Ying Zhu, Dorin Comaniciu, Michael J...
PROFES
2004
Springer
14 years 3 months ago
Intelligent Support for Software Release Planning
One of the most prominent issues involved in incremental software development is to decide upon the most appropriate software release plans taking into account all explicit and imp...
Amandeep, Günther Ruhe, Mark Stanford
SAFECOMP
2004
Springer
14 years 3 months ago
Using Fuzzy Self-Organising Maps for Safety Critical Systems
This paper defines a type of constrained artificial neural network (ANN) that enables analytical certification arguments whilst retaining valuable performance characteristics. ...
Zeshan Kurd, Tim Kelly