Sciweavers

2111 search results - page 132 / 423
» An Approach to Software Testing of Machine Learning Applicat...
Sort
View
137
Voted
BMCBI
2008
153views more  BMCBI 2008»
15 years 3 months ago
GAPscreener: An automatic tool for screening human genetic association literature in PubMed using the support vector machine tec
Background: Synthesis of data from published human genetic association studies is a critical step in the translation of human genome discoveries into health applications. Although...
Wei Yu, Melinda Clyne, Siobhan M. Dolan, Ajay Yesu...
119
Voted
CF
2007
ACM
15 years 7 months ago
Fast compiler optimisation evaluation using code-feature based performance prediction
Performance tuning is an important and time consuming task which may have to be repeated for each new application and platform. Although iterative optimisation can automate this p...
Christophe Dubach, John Cavazos, Björn Franke...
ESANN
2008
15 years 4 months ago
Generalized matrix learning vector quantizer for the analysis of spectral data
The analysis of spectral data constitutes new challenges for machine learning algorithms due to the functional nature of the data. Special attention is paid to the metric used in t...
Petra Schneider, Frank-Michael Schleif, Thomas Vil...
134
Voted
AIPR
2003
IEEE
15 years 7 months ago
Sensor and Classifier Fusion for Outdoor Obstacle Detection: an Application of Data Fusion To Autonomous Off-Road Navigation
This paper describes an approach for using several levels of data fusion in the domain of autonomous off-road navigation. We are focusing on outdoor obstacle detection, and we pre...
Cristian Dima, Nicolas Vandapel, Martial Hebert
COMPSAC
2008
IEEE
15 years 3 months ago
Superfit Combinational Elusive Bug Detection
Software that has been well tested and analyzed may fail unpredictably when a certain combination of conditions occurs. In Bounded Exhaustive Testing (BET) all combinations are te...
R. Barzin, S. Fukushima, William E. Howden, S. Sha...