Alexander Schönhuth
Orcid: 0000-0003-3529-0856Affiliations:
- Centrum Wiskunde & Informatica (CWI), Amsterdam, The Netherlands
- University of Bielefeld, Faculty of Technology, Germany
According to our database1,
Alexander Schönhuth
authored at least 59 papers
between 2002 and 2023.
Collaborative distances:
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Bibliography
2023
Predicting the prevalence of complex genetic diseases from individual genotype profiles using capsule networks.
Nat. Mac. Intell., February, 2023
2022
Deep variational graph autoencoders for novel host-directed therapy options against COVID-19.
Artif. Intell. Medicine, 2022
2021
2020
Proceedings of the Research in Computational Molecular Biology, 2020
2019
The Genetic Diversity of Viruses on a Graphical Map: Discovery of Resistant and Virulent Strains.
ERCIM News, 2019
ERCIM News, 2019
Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection.
BMC Bioinform., 2019
Using the structure of genome data in the design of deep neural networks for predicting amyotrophic lateral sclerosis from genotype.
Bioinform., 2019
Bioinform., 2019
Full-length de novo viral quasispecies assembly through variation graph construction.
Bioinform., 2019
2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 8th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2018
Proceedings of the Annual Symposium on Combinatorial Pattern Matching, 2018
2017
PeerJ Comput. Sci., 2017
2016
2015
J. Comput. Biol., 2015
Datenbank-Spektrum, 2015
2014
Proceedings of the Research in Computational Molecular Biology, 2014
2013
BMC Bioinform., 2013
MATE-CLEVER: Mendelian-inheritance-aware discovery and genotyping of midsize and long indels.
Bioinform., 2013
Observation and evolution of finite-dimensional Markov systems.
Proceedings of the 12th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2013
2012
2011
IEEE Trans. Inf. Theory, 2011
Classifying short gene expression time-courses with Bayesian estimation of piecewise constant functions.
Bioinform., 2011
Proceedings of the 10th Cologne-Twente Workshop on graphs and combinatorial optimization. Extended Abstracts, 2011
2010
MetMap Enables Genome-Scale Methyltyping for Determining Methylation States in Populations.
PLoS Comput. Biol., 2010
Towards Improved Assessment of Functional Similarity in Large-Scale Screens: A Study on Indel Length.
J. Comput. Biol., 2010
Bioinform., 2010
Pair HMM Based Gap Statistics for Re-evaluation of Indels in Alignments with Affine Gap Penalties.
Proceedings of the Algorithms in Bioinformatics, 10th International Workshop, 2010
2009
The Effect of Insertions and Deletions on Wirings in Protein-Protein Interaction Networks: A Large-Scale Study.
J. Comput. Biol., 2009
Constrained mixture estimation for analysis and robust classification of clinical time series.
Bioinform., 2009
Quantifying Systemic Evolutionary Changes by Color Coding Confidence-Scored PPI Networks.
Proceedings of the Algorithms in Bioinformatics, 9th International Workshop, 2009
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009
2008
A simple and efficient solution of the identifiability problem for hidden Markov sources
CoRR, 2008
CoRR, 2008
Proceedings of the Algorithms in Bioinformatics, 8th International Workshop, 2008
2007
IEEE Trans. Inf. Theory, 2007
2006
2005
IEEE ACM Trans. Comput. Biol. Bioinform., 2005
Bioinform., 2005
Bioinform., 2005
Proceedings of the Algorithms for Optimization with Incomplete Information, 2005
2004
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004
2003
Proceedings of the Eleventh International Conference on Intelligent Systems for Molecular Biology, June 29, 2003
2002
ProClust: improved clustering of protein sequences with an extended graph-based approach.
Proceedings of the European Conference on Computational Biology (ECCB 2002), 2002