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139
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IJCNN
2006
IEEE
15 years 9 months ago
Semi-Supervised Model Selection Based on Cross-Validation
We propose a new semi-supervised model selection method that is derived by applying the structural risk minimization principle to a recent semi-supervised generalization error bou...
Matti Kaariainen
IJCNN
2006
IEEE
15 years 9 months ago
Sparse Optimization for Second Order Kernel Methods
— We present a new optimization procedure which is particularly suited for the solution of second-order kernel methods like e.g. Kernel-PCA. Common to these methods is that there...
Roland Vollgraf, Klaus Obermayer
138
Voted
IJCNN
2006
IEEE
15 years 9 months ago
Comparing Kernels for Predicting Protein Binding Sites from Amino Acid Sequence
— The ability to identify protein binding sites and to detect specific amino acid residues that contribute to the specificity and affinity of protein interactions has importan...
Feihong Wu
104
Voted
CIBCB
2005
IEEE
15 years 9 months ago
Intrinsic Disorder and Protein modifications: Building an SVM Predictor for Methylation
Abstract-Post-translational protein modifications play an important role in many protein pathways and interactions. It has been hypothesized that modifications to proteins occur in...
Kenneth Daily, Predrag Radivojac, A. Keith Dunker
111
Voted
CSB
2005
IEEE
125views Bioinformatics» more  CSB 2005»
15 years 9 months ago
Peptide Charge State Determination for Low-Resolution Tandem Mass Spectra
Mass spectrometry is a particularly useful technology for the rapid and robust identification of peptides and proteins in complex mixtures. Peptide sequences can be identified b...
Aaron A. Klammer, Christine C. Wu, Michael J. MacC...