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NIPS
2003
15 years 18 days ago
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
Most machine learning researchers perform quantitative experiments to estimate generalization error and compare algorithm performances. In order to draw statistically convincing c...
Yoshua Bengio, Yves Grandvalet

Book
352views
16 years 9 months ago
Object-Oriented Reengineering Patterns
"The documentation is missing or obsolete, and the original developers have departed. Your team has limited understanding of the system, and unit tests are missing for many, i...
Serge Demeyer, Stéphane Ducasse, Oscar Nierstrasz
ICPR
2000
IEEE
15 years 3 months ago
Probabilistic Saliency Approach for Elongated Structure Detection Using Deformable Models
In this paper we address the object recognition problem in a probabilistic framework to detect and describe object appearance through image features organized by means of active c...
Xavier Orriols, Ricardo Toledo, Xavier Binefa, Pet...
CSMR
2007
IEEE
14 years 11 months ago
Towards A Process-Oriented Software Architecture Reconstruction Taxonomy
To maintain and understand large applications, it is crucial to know their architecture. The first problem is that unlike classes and packages, architecture is not explicitly rep...
Damien Pollet, Stéphane Ducasse, Loïc ...
JCB
2007
78views more  JCB 2007»
14 years 11 months ago
Sorting by Reciprocal Translocations via Reversals Theory
The understanding of genome rearrangements is an important endeavor in comparative genomics. A major computational problem in this field is finding a shortest sequence of genome...
Michal Ozery-Flato, Ron Shamir