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TCBB
2011
14 years 11 months ago
Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification
—In biomedical data, the imbalanced data problem occurs frequently and causes poor prediction performance for minority classes. It is because the trained classifiers are mostly d...
Sangyoon Oh, Min Su Lee, Byoung-Tak Zhang
BMCBI
2010
190views more  BMCBI 2010»
15 years 4 months ago
APIS: accurate prediction of hot spots in protein interfaces by combining protrusion index with solvent accessibility
Background: It is well known that most of the binding free energy of protein interaction is contributed by a few key hot spot residues. These residues are crucial for understandin...
Jun-Feng Xia, Xing-Ming Zhao, Jiangning Song, De-S...
BMCBI
2006
159views more  BMCBI 2006»
15 years 4 months ago
EpiJen: a server for multistep T cell epitope prediction
Background: The main processing pathway for MHC class I ligands involves degradation of proteins by the proteasome, followed by transport of products by the transporter associated...
Irini A. Doytchinova, Pingping Guan, Darren R. Flo...
BMCBI
2010
106views more  BMCBI 2010»
15 years 4 months ago
Predicting MHC class I epitopes in large datasets
Background: Experimental screening of large sets of peptides with respect to their MHC binding capabilities is still very demanding due to the large number of possible peptide seq...
Kirsten Roomp, Iris Antes, Thomas Lengauer
3DPVT
2006
IEEE
141views Visualization» more  3DPVT 2006»
15 years 10 months ago
Reference Stream Selection for Multiple Depth Stream Encoding
With advances in technology, a dynamic real world scene can be captured, represented, and streamed for realistic interaction in 3D using multiple digital cameras and computers. Ho...
Sang-Uok Kum, Ketan Mayer-Patel