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» Automated Approaches for Classifying Structures
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ACSAC
2007
IEEE
15 years 6 months ago
Automated Security Debugging Using Program Structural Constraints
Understanding security bugs in a vulnerable program is a non-trivial task, even if the target program is known to be vulnerable. Though there exist debugging tools that facilitate...
Chongkyung Kil, Emre Can Sezer, Peng Ning, Xiaolan...
BMCBI
2010
139views more  BMCBI 2010»
14 years 12 months ago
PoGO: Prediction of Gene Ontology terms for fungal proteins
Background: Automated protein function prediction methods are the only practical approach for assigning functions to genes obtained from model organisms. Many of the previously re...
Jaehee Jung, Gangman Yi, Serenella A. Sukno, Micha...
GECCO
2009
Springer
188views Optimization» more  GECCO 2009»
15 years 3 months ago
Exploiting multiple classifier types with active learning
Many approaches to active learning involve training one classifier by periodically choosing new data points about which the classifier has the least confidence, but designing a co...
Zhenyu Lu, Josh Bongard
EICS
2010
ACM
14 years 9 months ago
An automated routine for menu structure optimization
We propose an automated routine for hierarchical menu structure optimization. A computer advice-giving system founded on the mathematical model of menu navigation directs the desi...
Mikhail V. Goubko, Alexander I. Danilenko
AUSDM
2007
Springer
94views Data Mining» more  AUSDM 2007»
15 years 3 months ago
Classification for accuracy and insight: A weighted sum approach
This research presents a classifier that aims to provide insight into a dataset in addition to achieving classification accuracies comparable to other algorithms. The classifier c...
Anthony Quinn, Andrew Stranieri, John Yearwood