Holger Fröhlich

Cited by

	All	Since 2016
Citations	4235	2132
h-index	34	25
i10-index	84	60

540

270

135

405

20042005200620072008200920102011201220132014201520162017201820192020202128 40 96 80 136 180 176 207 246 256 312 302 351 366 422 433 535 21

Co-authors

Andreas ZellProfessor für Informatik, Universität TübingenVerified email at uni-tuebingen.de
Tim BeissbarthFull Professor for Medical Bioinformatics and Systemsmedicine, Dept. Medical BioinformaticsVerified email at ams.med.uni-goettingen.de
Holger SueltmannVerified email at dkfz.de
Achim TreschInsitute for Medical Statistics and Computational Biology, CologneVerified email at uni-koeln.de
Jörg Kurt WegnerPrincipal Scientist and Team Leader AI Design Team, Janssen Pharmaceutica NVVerified email at its.jnj.com
Ulrike KorfGerman Cancer Research Center (DKFZ)Verified email at dkfz.de
Stefan WiemannDKFZ - German Cancer Research CenterVerified email at dkfz.de
Andreas WeberProfessor of Computer Science, University of BonnVerified email at cs.uni-bonn.de
ASHAR AHMADVerified email at iitbombay.org
Stephan GadeCellzome, a GSK companyVerified email at gsk.com
Yupeng CunKunming Institute of Botany, Chinese Academy of SciencesVerified email at mail.kib.ac.cn
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Olivier ChapelleGoogleVerified email at chapelle.cc
Niko BeerenwinkelProfessor of Computational Biology, ETH ZurichVerified email at bsse.ethz.ch
Johannes OldenburgProfessor for Transfusion Medicine, University BonnVerified email at ukb.uni-Bonn.de
Ovidiu RadulescuProfessor at University of MontpellierVerified email at umontpellier.fr
Ullrich WüllnerKlinik für Neurologie, UKB und DZNE BonnVerified email at uni-bonn.de
Ozgur SahinAssociate Professor at University of South CarolinaVerified email at cop.sc.edu
Dima GrigorievDirecteur de recherche, CNRS, LilleVerified email at math.univ-lille1.fr
Satya Swarup SamalResearch Scientist, BASF SE, Ludwigshafen am Rhein, GermanyVerified email at basf.com

Holger Fröhlich

Head of AI & Data Science Group & Deputy Head of Department of Bioinformatics at Fraunhofer SCAI

Verified email at bit.uni-bonn.de - Homepage

Data Science Artificial Intelligence Machine Learning Bioinformatics Biomedical Data Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Feature selection for support vector machines by means of genetic algorithm H Frohlich, O Chapelle, B Scholkopf Proceedings. 15th IEEE International Conference on Tools with Artificial …, 2003	431*	2003
Modeling ERBB receptor-regulated G1/S transition to find novel targets for de novo trastuzumab resistance Ö Sahin, H Fröhlich, C Löbke, U Korf, S Burmester, M Majety, J Mattern, ... BMC systems biology 3 (1), 1, 2009	229	2009
miR-155 regulates differentiation of brown and beige adipocytes via a bistable circuit Y Chen, F Siegel, S Kipschull, B Haas, H Fröhlich, G Meister, A Pfeifer Nature communications 4 (1), 1-13, 2013	215	2013
GOSim–an R-package for computation of information theoretic GO similarities between terms and gene products H Fröhlich, N Speer, A Poustka, T Beißbarth BMC bioinformatics 8 (1), 1-8, 2007	212	2007
Optimal assignment kernels for attributed molecular graphs H Fröhlich, JK Wegner, F Sieker, A Zell Proceedings of the 22nd international conference on Machine learning, 225-232, 2005	173	2005
Vibration-based terrain classification using support vector machines C Weiss, H Frohlich, A Zell 2006 IEEE/RSJ international conference on intelligent robots and systems …, 2006	162	2006
Efficient parameter selection for support vector machines in classification and regression via model-based global optimization H Frohlich, A Zell Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005	116	2005
From hype to reality: data science enabling personalized medicine H Fröhlich, R Balling, N Beerenwinkel, O Kohlbacher, S Kumar, ... BMC medicine 16 (1), 150, 2018	106	2018
Exosomal microRNA miR-92a concentration in serum reflects human brown fat activity Y Chen, JJ Buyel, MJW Hanssen, F Siegel, R Pan, J Naumann, M Schell, ... Nature communications 7 (1), 1-9, 2016	96	2016
Integration of pathway knowledge into a reweighted recursive feature elimination approach for risk stratification of cancer patients M Johannes, JC Brase, H Fröhlich, S Gade, M Gehrmann, M Fälth, ... Bioinformatics 26 (17), 2136-2144, 2010	92	2010
Metabonomics in cancer diagnosis: mass spectrometry-based profiling of urinary nucleosides from breast cancer patients A Frickenschmidt, H Fröhlich, D Bullinger, A Zell, S Laufer, CH Gleiter, ... Biomarkers 13 (4), 435-449, 2008	91	2008
Feature selection for descriptor based classification models. 2. Human intestinal absorption (HIA) JK Wegner, H Fröhlich, A Zell Journal of chemical information and computer sciences 44 (3), 931-939, 2004	70	2004
Large scale statistical inference of signaling pathways from RNAi and microarray data H Fröhlich, M Fellmann, H Sültmann, A Poustka, T Beißbarth BMC bioinformatics 8 (1), 386, 2007	69	2007
Kernel Functions for Attributed Molecular Graphs–A New Similarity‐Based Approach to ADME Prediction in Classification and Regression H Fröhlich, JK Wegner, F Sieker, A Zell QSAR & Combinatorial Science 25 (4), 317-326, 2006	69	2006
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ... Alzheimer's & Dementia 12 (6), 645-653, 2016	62	2016
Different microRNA profiles in chronic epilepsy versus acute seizure mouse models A Kretschmann, B Danis, L Andonovic, K Abnaof, M van Rikxoort, F Siegel, ... Journal of Molecular Neuroscience 55 (2), 466-479, 2015	62	2015
Feature selection for descriptor based classification models. 1. Theory and GA-SEC algorithm JK Wegner, H Fröhlich, A Zell Journal of chemical information and computer sciences 44 (3), 921-930, 2004	61	2004
Gas source declaration with a mobile robot A Lilienthal, H Ulmer, H Frohlich, A Stutzle, F Werner, A Zell IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	60	2004
Susceptibility variants on chromosome 7p21.1 suggest HDAC9 as a new candidate gene for male‐pattern baldness FF Brockschmidt, S Heilmann, JA Ellis, S Eigelshoven, S Hanneken, ... British Journal of Dermatology 165 (6), 1293-1302, 2011	58	2011
Characterizing the genetic basis of innate immune response in TLR4-activated human monocytes S Kim, J Becker, M Bechheim, V Kaiser, M Noursadeghi, N Fricker, ... Nature communications 5, 5236, 2014	57	2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors