1006 search results - page 161 / 202 » A Case Study for Learning from Imbalanced Data Sets |
MICCAI
2008
Springer
14 years 10 months ago
2008
Springer
We study the problem of classifying an autistic group from controls using structural image data alone, a task that requires a clinical interview with a psychologist. Because of the...
ICDM
2006
IEEE
14 years 3 months ago
2006
IEEE
Clustering is ill-defined. Unlike supervised learning where labels lead to crisp performance criteria such as accuracy and squared error, clustering quality depends on how the cl...
ASUNAM
2011
IEEE
12 years 9 months ago
2011
IEEE
—Modern applications such as web knowledge base, network traffic monitoring and online social networks have made available an unprecedented amount of network data with rich type...
TMI
2010
13 years 7 months ago
2010
—Medical image registration is an important task in medical image processing. It refers to the process of aligning data sets, possibly from different modalities (e.g., magnetic r...
KBSE
2008
IEEE
14 years 3 months ago
2008
IEEE
Software systems increasingly integrate Off-The-Shelf (OTS) components. However, due to the lack of knowledge about the reused OTS components, this integration is fragile and can ...