Holger Fröhlich, Jörg K. Wegner, Florian Sieker, Andreas Zell
Full Paper Kernel methods, like the well-known Support Vector Machine (SVM), have gained a growing interest during the last years for designing QSAR/QSPR models having a high predictive strength. One...
Holger Fröhlich, Jörg K. Wegner, Florian Sieker, Andreas Zell
Full Paper Kernel methods, like the well-known Support Vector Machine (SVM), have gained a growing interest during the last years for designing QSAR/QSPR models having a high predictive strength. One...
Sieker, Florian, Springer, Sebastian, Zacharias, Martin
MHC class I molecules load antigenic peptides in the endoplasmic reticulum and present them at the cell surface. Efficiency of peptide loading depends on the class I allele and can involve...
Optimal assignment kernels for attributed molecular graphs (2005)
Holger Fröhlich, Jörg K. Wegner, Florian Sieker, Andreas Zell
We propose a new kernel function for attributed molecular graphs, which is based on the idea of computing an optimal assignment from the atoms of one molecule to those of another one, including...
Comparative molecular dynamics analysis of tapasin-dependent and -independent MHC class I alleles
Sieker, Florian, Springer, Sebastian, Zacharias, Martin
MHC class I molecules load antigenic peptides in the endoplasmic reticulum and present them at the cell surface. Efficiency of peptide loading depends on the class I allele and can involve...