2008 |
16 | EE | Holger Fröhlich,
Mark Fellmann,
Holger Sültmann,
Annemarie Poustka,
Tim Beißbarth:
Predicting pathway membership via domain signatures.
Bioinformatics 24(19): 2137-2142 (2008) |
15 | EE | Holger Fröhlich,
Tim Beißbarth,
Achim Tresch,
Dennis Kostka,
Juby Jacob,
Rainer Spang,
Florian Markowetz:
Analyzing gene perturbation screens with nested effects models in R and bioconductor.
Bioinformatics 24(21): 2549-2550 (2008) |
14 | EE | Holger Fröhlich,
Mark Fellmann,
Holger Sültmann,
Annemarie Poustka,
Tim Beißbarth:
Estimating large-scale signaling networks through nested effect models with intervention effects from microarray data.
Bioinformatics 24(22): 2650-2656 (2008) |
13 | EE | Holger Fröhlich,
Andreas Hoenselaar,
Jonas Eichner,
Holger Rosenbrock,
Gerald Birk,
Andreas Zell:
Automated classification of the behavior of rats in the forced swimming test with support vector machines.
Neural Networks 21(1): 92-101 (2008) |
2007 |
12 | EE | Jochen Supper,
Holger Fröhlich,
Christian Spieth,
Andreas Dräger,
Andreas Zell:
Inferring Gene Regulatory Networks by Machine Learning Methods.
APBC 2007: 247-256 |
11 | EE | Jochen Supper,
Holger Fröhlich,
Andreas Zell:
Gene Regulatory Network Inference via Regression Based Topological Refinement.
APBC 2007: 267-276 |
10 | | Holger Fröhlich,
Mark Fellmann,
Holger Sültmann,
Annemarie Poustka,
Tim Beißbarth:
Estimating Large Scale Scale Signaling Networks through Nested Effects Models from Intervention Effects in Microarray Data.
German Conference on Bioinformatics 2007: 45-54 |
2006 |
9 | EE | Holger Fröhlich,
Nora Speer,
Christian Spieth,
Andreas Zell:
Kernel Based Functional Gene Grouping.
IJCNN 2006: 3580-3585 |
8 | EE | Christian Weiss,
Holger Fröhlich,
Andreas Zell:
Vibration-based Terrain Classification Using Support Vector Machines.
IROS 2006: 4429-4434 |
2005 |
7 | | Nora Speer,
Holger Fröhlich,
Christian Spieth,
Andreas Zell:
Functional Distances for Genes Based on GO Feature Maps and their Application to Clustering.
CIBCB 2005: 142-149 |
6 | EE | Holger Fröhlich,
Jörg K. Wegner,
Florian Sieker,
Andreas Zell:
Optimal assignment kernels for attributed molecular graphs.
ICML 2005: 225-232 |
2004 |
5 | EE | Achim J. Lilienthal,
Andreas Zell,
Holger Ulmer,
Holger Fröhlich,
Andreas Stützle,
Felix Werner:
Gas Source Declaration with a Mobile Robot.
ICRA 2004: 1430-1435 |
4 | EE | Holger Fröhlich,
Olivier Chapelle,
Bernhard Schölkopf:
Feature Selection for Support Vector Machines Using Genetic Algorithms.
International Journal on Artificial Intelligence Tools 13(4): 791-800 (2004) |
3 | EE | Jörg K. Wegner,
Holger Fröhlich,
Andreas Zell:
Feature Selection for Descriptor Based Classification Models. 1. Theory and GA-SEC Algorithm.
Journal of Chemical Information and Modeling 44(3): 921-930 (2004) |
2 | EE | Jörg K. Wegner,
Holger Fröhlich,
Andreas Zell:
Feature Selection for Descriptor Based Classification Models. 2. Human Intestinal Absorption (HIA).
Journal of Chemical Information and Modeling 44(3): 931-939 (2004) |
2003 |
1 | EE | Holger Fröhlich,
Olivier Chapelle,
Bernhard Schölkopf:
Feature Selection for Support Vector Machines by Means of Genetic Algorithms.
ICTAI 2003: 142-148 |