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BMCBI
2005
190views more  BMCBI 2005»
14 years 11 months ago
An Entropy-based gene selection method for cancer classification using microarray data
Background: Accurate diagnosis of cancer subtypes remains a challenging problem. Building classifiers based on gene expression data is a promising approach; yet the selection of n...
Xiaoxing Liu, Arun Krishnan, Adrian Mondry
CVPR
2006
IEEE
16 years 1 months ago
Off-road Path Following using Region Classification and Geometric Projection Constraints
We describe a realtime system for finding and tracking unstructured paths in off-road conditions. The system was designed as part of the recent Darpa Grand Challenge and was teste...
Yaniv Alon, Andras Ferencz, Amnon Shashua
HAIS
2010
Springer
14 years 9 months ago
Reducing Dimensionality in Multiple Instance Learning with a Filter Method
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
Amelia Zafra, Mykola Pechenizkiy, Sebastián...
118
Voted
ISSTA
2012
ACM
13 years 2 months ago
Residual investigation: predictive and precise bug detection
We introduce the concept of “residual investigation” for program analysis. A residual investigation is a dynamic check installed as a result of running a static analysis that ...
Kaituo Li, Christoph Reichenbach, Christoph Csalln...
123
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ATVA
2008
Springer
87views Hardware» more  ATVA 2008»
15 years 1 months ago
Goanna: Syntactic Software Model Checking
Goanna is an industrial-strength static analysis tool used in academia and industry alike to find bugs in C/C++ programs. Unlike existing approaches Goanna uses the off-the-shelf N...
Ralf Huuck, Ansgar Fehnker, Sean Seefried, Jö...