Holger Fröhlich

	2011
25		Marc Johannes, Holger Fröhlich, Holger Sültmann, Tim Beißbarth: pathClass: an R-package for integration of pathway knowledge into support vector machines for biomarker discovery. Bioinformatics 27(10): 1442-1443 (2011)
24		Holger Fröhlich, Paurush Praveen, Achim Tresch: Fast and efficient dynamic nested effects models. Bioinformatics 27(2): 238-244 (2011)
	2010
23		Marc Johannes, Jan C. Brase, Holger Fröhlich, Stephan Gade, Mathias C. Gehrmann, Maria Fälth, Holger Sültmann, Tim Beißbarth: Integration of pathway knowledge into a reweighted recursive feature elimination approach for risk stratification of cancer patients. Bioinformatics 26(17): 2136-2144 (2010)
22		Christian Bender, Frauke Henjes, Holger Fröhlich, Stefan Wiemann, Ulrike Korf, Tim Beißbarth: Dynamic deterministic effects propagation networks: learning signalling pathways from longitudinal protein array data. Bioinformatics 26(18): (2010)
	2009
21		Holger Fröhlich, Özgür Sahin, Dorit Arlt, Christian Bender, Tim Beißbarth: Deterministic Effects Propagation Networks for reconstructing protein signaling networks from multiple interventions. BMC Bioinformatics 10: 322 (2009)
20		Cordula Zeller, Holger Fröhlich, Achim Tresch: A Bayesian Network View on Nested Effects Models. EURASIP J. Bioinformatics and Systems Biology 2009: (2009)
	2008
19		Holger Fröhlich, Mark Fellmann, Holger Sültmann, Annemarie Poustka, Tim Beißbarth: Predicting pathway membership via domain signatures. Bioinformatics 24(19): 2137-2142 (2008)
18		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)
17		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)
16		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
15		Jochen Supper, Holger Fröhlich, Christian Spieth, Andreas Dräger, Andreas Zell: Inferring Gene Regulatory Networks by Machine Learning Methods. APBC 2007: 247-256
14		Jochen Supper, Holger Fröhlich, Andreas Zell: Gene Regulatory Network Inference via Regression Based Topological Refinement. APBC 2007: 267-276
13		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
12		Holger Fröhlich, Nora Speer, Annemarie Poustka, Tim Beißbarth: GOSim - an R-package for computation of information theoretic GO similarities between terms and gene products. BMC Bioinformatics 8: (2007)
11		Holger Fröhlich, Mark Fellmann, Holger Sültmann, Annemarie Poustka, Tim Beißbarth: Large scale statistical inference of signaling pathways from RNAi and microarray data. BMC Bioinformatics 8: (2007)
	2006
10		Holger Fröhlich, Nora Speer, Christian Spieth, Andreas Zell: Kernel Based Functional Gene Grouping. IJCNN 2006: 3580-3585
9		Christian Weiss, Holger Fröhlich, Andreas Zell: Vibration-based Terrain Classification Using Support Vector Machines. IROS 2006: 4429-4434
8		Holger Fröhlich: Kernel methods in chemo- and bioinformatics. Eberhard Karls University of Tübingen 2006: 1-195
	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		Holger Fröhlich, Jörg K. Wegner, Florian Sieker, Andreas Zell: Optimal assignment kernels for attributed molecular graphs. ICML 2005: 225-232
	2004
5		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		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		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		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		Holger Fröhlich, Olivier Chapelle, Bernhard Schölkopf: Feature Selection for Support Vector Machines by Means of Genetic Algorithms. ICTAI 2003: 142-148

Coauthor Index

1	Dorit Arlt	[21]
2	Tim Beißbarth	[11] [12] [13] [17] [18] [19] [21] [22] [23] [25]
3	Christian Bender	[21] [22]
4	Gerald Birk	[16]
5	Jan C. Brase	[23]
6	Olivier Chapelle	[1] [4]
7	Andreas Dräger	[15]
8	Jonas Eichner	[16]
9	Maria Fälth	[23]
10	Mark Fellmann	[11] [13] [17] [19]
11	Stephan Gade	[23]
12	Mathias C. Gehrmann	[23]
13	Frauke Henjes	[22]
14	Andreas Hoenselaar	[16]
15	Juby Jacob	[18]
16	Marc Johannes	[23] [25]
17	Ulrike Korf	[22]
18	Dennis Kostka	[18]
19	Achim J. Lilienthal	[5]
20	Florian Markowetz	[18]
21	Annemarie Poustka	[11] [12] [13] [17] [19]
22	Paurush Praveen	[24]
23	Holger Rosenbrock	[16]
24	Özgür Sahin	[21]
25	Bernhard Schölkopf	[1] [4]
26	Florian Sieker	[6]
27	Rainer Spang	[18]
28	Nora Speer	[7] [10] [12]
29	Christian Spieth	[7] [10] [15]
30	Andreas Stützle	[5]
31	Holger Sültmann	[11] [13] [17] [19] [23] [25]
32	Jochen Supper	[14] [15]
33	Achim Tresch	[18] [20] [24]
34	Holger Ulmer	[5]
35	Jörg K. Wegner	[2] [3] [6]
36	Christian Weiss	[9]
37	Felix Werner	[5]
38	Stefan Wiemann	[22]
39	Andreas Zell	[2] [3] [5] [6] [7] [9] [10] [14] [15] [16]
40	Cordula Zeller	[20]

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