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BMCBI
2005
190views more  BMCBI 2005»
13 years 9 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
14 years 12 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
13 years 7 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...
ISSTA
2012
ACM
12 years 8 days 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...
ATVA
2008
Springer
87views Hardware» more  ATVA 2008»
13 years 12 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...