595 search results - page 74 / 119 » On the Effectiveness of Gene Selection for Microarray Classi... |
131
Voted
BMCBI
2006
15 years 2 months ago
2006
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
126
Voted
ICIAP
1999
ACM
15 years 7 months ago
1999
ACM
In the field of pattern recognition, the concept of Multiple Classifier Systems (MCSs) was proposed as a method for the development of high performance classification systems. At ...
122
Voted
KDD
2004
ACM
16 years 3 months ago
2004
ACM
Unsupervised identification of patterns in microarray data has been a productive approach to uncovering relationships between genes and the biological process in which they are in...
123
Voted
IMSCCS
2006
IEEE
15 years 8 months ago
2006
IEEE
Background: DNA Microarray technology is an innovative methodology in experimental molecular biology, which has produced huge amounts of valuable data in the profile of gene expre...
172
Voted
BMCBI
2004
15 years 2 months ago
2004
Background: The identification of relevant biological features in large and complex datasets is an important step towards gaining insight in the processes underlying the data. Oth...