Volker Roth

Cited by

	All	Since 2016
Citations	5761	2288
h-index	35	26
i10-index	60	42

540

270

135

405

20012002200320042005200620072008200920102011201220132014201520162017201820192020202119 42 46 100 124 170 224 212 225 292 338 352 430 400 436 393 392 367 418 529 185

Public access

View all

35 articles

5 articles

available

not available

Based on funding mandates

Co-authors

Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
Julia E VogtETH ZurichVerified email at inf.ethz.ch
Bernd FischerDKFZ - German Cancer Research CenterVerified email at dkfz.de
Sonali ParbhooPostdoctoral Fellow, Harvard UniversityVerified email at seas.harvard.edu
Sandhya PrabhakaranApplied Research Scientist, Moffitt Cancer Center, FloridaVerified email at moffitt.org
Niko BeerenwinkelProfessor of Computational Biology, ETH ZurichVerified email at bsse.ethz.ch
Markus HeimProfessor of Medicine, University of Basel, SwitzerlandVerified email at unibas.ch
Thomas J. FuchsIcahn School of Medicine at Mount SinaiVerified email at mssm.edu
Volker SteinhageAcad. Dir., Bonn Univ.Verified email at cs.uni-bonn.de
Mikio L. BraunTU Berlin (allumni)Verified email at getyourguide.de
Peter FuhrDept. of Neurology, University of Basel, SwitzerlandVerified email at usb.ch
Mélanie ReyVerified email at unibas.ch
Mario WieserUniversity of BaselVerified email at unibas.ch
David AdametzData ScientistVerified email at ubs.com
Osvaldo ZagordiUniversity of ZurichVerified email at virology.uzh.ch
Peter WildFull Professor of Pathology, Director Dr. Senckenberg Institute of Pathology, Univ. HospitalVerified email at kgu.de
Aleksander WieczorekUniversity of BaselVerified email at unibas.ch
Finale DoshiAssistant Professor, HarvardVerified email at seas.harvard.edu
Sudhir RamanNovartisVerified email at novartis.com
Andreas PapassotiropoulosTransfaculty Research Platform Molecular and Cognitive NeuroscienceVerified email at unibas.ch

Volker Roth

Associate Professor of Computer Science, University of Basel

Verified email at unibas.ch - Homepage

Machine Learning Biomedical Data Analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Stability-based validation of clustering solutions T Lange, V Roth, ML Braun, JM Buhmann Neural computation 16 (6), 1299-1323, 2004	544	2004
Second messenger-mediated adjustment of bacterial swimming velocity A Boehm, M Kaiser, H Li, C Spangler, CA Kasper, M Ackermann, ... Cell 141 (1), 107-116, 2010	429	2010
Nonlinear discriminant analysis using kernel functions V Roth, V Steinhage Advances in neural information processing systems, 1999, 568--574, 1999	361	1999
Interferon-induced gene expression is a stronger predictor of treatment response than IL28B genotype in patients with hepatitis C MT Dill, FHT Duong, JE Vogt, S Bibert, PY Bochud, L Terracciano, ... Gastroenterology 140 (3), 1021-1031. e10, 2011	290	2011
The generalized LASSO V Roth IEEE transactions on neural networks 15 (1), 16-28, 2004	284	2004
Challenges and opportunities in estimating viral genetic diversity from next-generation sequencing data N Beerenwinkel, HF Günthard, V Roth, KJ Metzner Frontiers in microbiology 3, 329, 2012	230	2012
Optimal cluster preserving embedding of nonmetric proximity data V Roth, J Laub, M Kawanabe, JM Buhmann IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (12), 1540 …, 2003	228	2003
The group-lasso for generalized linear models: uniqueness of solutions and efficient algorithms V Roth, B Fischer Proceedings of the 25th international conference on Machine learning, 848-855, 2008	216	2008
NovoHMM: a hidden Markov model for de novo peptide sequencing B Fischer, V Roth, F Roos, J Grossmann, S Baginsky, P Widmayer, ... Analytical chemistry 77 (22), 7265-7273, 2005	193	2005
A resampling approach to cluster validation V Roth, T Lange, M Braun, J Buhmann Compstat, 123-128, 2002	179	2002
Feature selection in clustering problems V Roth, T Lange Advances in neural information processing systems 16, 473-480, 2003	176	2003
Stability-based model selection T Lange, M Braun, V Roth, J Buhmann Advances in neural information processing systems 15, 633-642, 2002	142	2002
Beyond sparsity: Tree regularization of deep models for interpretability M Wu, M Hughes, S Parbhoo, M Zazzi, V Roth, F Doshi-Velez Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	132	2018
Deep sequencing of a genetically heterogeneous sample: local haplotype reconstruction and read error correction O Zagordi, L Geyrhofer, V Roth, N Beerenwinkel Journal of computational biology 17 (3), 417-428, 2010	129	2010
Probabilistic inference of viral quasispecies subject to recombination A Töpfer, O Zagordi, S Prabhakaran, V Roth, E Halperin, N Beerenwinkel Journal of Computational Biology 20 (2), 113-123, 2013	119	2013
Kernel fisher discriminants for outlier detection V Roth Neural computation 18 (4), 942-960, 2006	119	2006
Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations FD Giallonardo, A Töpfer, M Rey, S Prabhakaran, Y Duport, C Leemann, ... Nucleic acids research 42 (14), e115-e115, 2014	112	2014
Clustering with the connectivity kernel B Fischer, V Roth, JM Buhmann Advances in neural information processing systems 16, 89-96, 2004	104	2004
Probabilistic discriminative kernel classifiers for multi-class problems V Roth Joint pattern recognition symposium, 246-253, 2001	97	2001
The Bayesian group-lasso for analyzing contingency tables S Raman, TJ Fuchs, PJ Wild, E Dahl, V Roth Proceedings of the 26th annual international conference on machine learning …, 2009	95	2009

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