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2008, Lecture Notes in Computer Science, ISBN 354069904X, Volume 5099
We propose a convex-concave programming approach for the labelled weighted graph matching problem. The convex-concave programming formulation is obtained by... 
Biometrics | Pattern Recognition | Computer Science | Computer Imaging, Vision, Pattern Recognition and Graphics | Image Processing and Computer Vision | Artificial Intelligence (incl. Robotics) | Algorithm Analysis and Problem Complexity
Book Chapter
Journal of Machine Learning Research, ISSN 1533-7928, 05/2006, Volume 7, pp. 817 - 854
We determine the asymptotic behaviour of the function computed by support vector machines (SVM) and related algorithms that minimize a regularized empirical... 
One-class SVM | Gaussian kernel RKHS | Kernel density estimation | Regularization | Convex loss functions | SUPPORT VECTOR MACHINES | kernel density estimation | regularization | one-class SVM | convex loss functions | CLASSIFICATION | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Bioinformatics, ISSN 1367-4803, 2014, Volume 30, Issue 12, pp. i26 - i33
Journal Article
Bioinformatics, ISSN 1367-4803, 02/2008, Volume 24, Issue 3, pp. 358 - 366
MOTIVATION: In silico methods for the prediction of antigenic peptides binding to MHC class I molecules play an increasingly important role in the... 
Journal Article
Bioinformatics, ISSN 1367-4803, 04/2016, Volume 32, Issue 7, pp. 1023 - 1032
Journal Article
Genome Biology, ISSN 1474-7596, 02/2018, Volume 19, Issue 1, pp. 24 - 17
Journal Article
Developmental Biology, ISSN 0012-1606, 02/2014, Volume 386, Issue 2, pp. 461 - 472
Journal Article
BMC Systems Biology, ISSN 1752-0509, 12/2014, Volume 8, Issue 1, p. 102
Background: Dynamical models used in systems biology involve unknown kinetic parameters. Setting these parameters is a bottleneck in many modeling projects.... 
Bayesian experimental design | Kinetic parameter estimation | Active learning | Systems biology | PARAMETER-ESTIMATION | MODEL DISCRIMINATION | NETWORKS | IDENTIFICATION | MATHEMATICAL-MODEL | BIOCHEMICAL PATHWAYS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | DYNAMICS | OPTIMIZATION | SELECTION | CELL | Life Sciences | Quantitative Methods | Bioinformatics | Computer Science
Journal Article
Nucleic Acids Research, ISSN 0305-1048, 04/2015, Volume 43, Issue 11, pp. 5331 - 5339
Journal Article
Journal Article
BioEssays : news and reviews in molecular, cellular and developmental biology, ISSN 0265-9247, 2/2015, Volume 37, Issue 2, pp. 182 - 194
Plasmodium falciparum is the most deadly human malarial parasite, responsible for an estimated 207 million cases of disease and 627,000 deaths in 2012. Recent... 
gene regulation | three-dimensional genome organization | nucleosome occupancy | histone modifications | malaria | epigenetics | virulence genes
Journal Article