Sciweavers

1216 search results - page 92 / 244
» Predicting relative performance of classifiers from samples
Sort
View
BMCBI
2007
171views more  BMCBI 2007»
13 years 9 months ago
Classification of microarray data using gene networks
Background: Microarrays have become extremely useful for analysing genetic phenomena, but establishing a relation between microarray analysis results (typically a list of genes) a...
Franck Rapaport, Andrei Zinovyev, Marie Dutreix, E...
ISDA
2010
IEEE
13 years 7 months ago
Comparing SVM ensembles for imbalanced datasets
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
Vasudha Bhatnagar, Manju Bhardwaj, Ashish Mahabal
BMCBI
2006
120views more  BMCBI 2006»
13 years 9 months ago
Classification of protein quaternary structure by functional domain composition
Background: The number and the arrangement of subunits that form a protein are referred to as quaternary structure. Quaternary structure is an important protein attribute that is ...
Xiaojing Yu, Chuan Wang, Yixue Li
IEEEICCI
2009
IEEE
13 years 6 months ago
Learning from an ensemble of Receptive Fields
Abstract-In this paper, we construct a neural-inspired computational model based on the representational capabilities of receptive fields. The proposed model, known as Shape Encodi...
Hanlin Goh, Joo Hwe Lim, Chai Quek
ICCD
2003
IEEE
111views Hardware» more  ICCD 2003»
14 years 6 months ago
Routed Inter-ALU Networks for ILP Scalability and Performance
Modern processors rely heavily on broadcast networks to bypass instruction results to dependent instructions in the pipeline. However, as clock rates increase, architectures get w...
Karthikeyan Sankaralingam, Vincent Ajay Singh, Ste...