Andreas Mitterecker, MSc

Science Park 3 - Floor 3 - Room 327
+43 732 2468 4538
+43 732 2468 4539
mitterecker@ml.jku.at

Personal data/education

Born January 11, 1983
MSc in Bioinformatics (JKU Linz), July 2012
BSc in Statistics (JKU Linz), January 2007

Research Topics

Machine Learning and Artificial Intelligence
Machine Perception
Autonomous Driving
Statistics
Microarrays
Proteomics
Sequence analysis

Publications

Bie Verbist, Guenter Klambauer, Liesbet Vervoort, Willem Talloen, QSTAR Consortium (... Andreas Mitterecker ...), Ziv Shkedy, Oliver Thas, Andreas Bender, Hinrich Goehlmann, Sepp Hochreiter: Using Transcriptomics to Guide Lead Optimization in Drug Discovery Projects, opens an external URL in a new window. Drug Discovery Today (In press 2015).
Aakash Chavan Ravindranath, Nolen Perualila-Tan, Adetayo Kasim, Georgios Drakakis, Sonia Liggi, Suzanne C. Brewerton, Daniel Mason, Michael J. Bodkin, David A. Evans, QSTAR Consortium (... Andreas Mitterecker ...), Ziv Shkedy, Andreas Bender: Connecting Gene Expression Data from Connectivity Map and In Silico Target Predictions For Small Molecule Mechanism-of-Action Analysis, opens an external URL in a new window. Molecular BioSystems. 09/2014
Marc Streit, Samuel Gratzl, Michael Gillhofer, Andreas Mayr, Andreas Mitterecker, Sepp Hochreiter. Furby: Fuzzy Force-Directed Bicluster Visualization, opens an external URL in a new window. BMC Bioinformatics. 15(Suppl 6), 2014
Clevert, D. A., Mayr, A., Mitterecker, A., Klambauer, G., Valsesia, A., Forner, K., Tuefferd, M., Talloen, W., Wojcik, J., Goehlmann, H., & Hochreiter, S. (2013). Increasing the discovery power of-omics studies, opens an external URL in a new window. Systems Biomedicine, 1(2), 0-1.
Klambauer, G., Schwarzbauer, K., Mayr, A., Clevert, D. A., Mitterecker, A., Bodenhofer, U., & Hochreiter, S. (2012). cn. MOPS: mixture of Poissons for discovering copy number variations in next-generation sequencing data with a low false discovery rate, opens an external URL in a new window. Nucleic Acids Research, 40(9), e69-e69
Clevert, D. A., Mitterecker, A., Mayr, A., Klambauer, G., Tuefferd, M., De Bondt, A., Talloen, W., Goehlmann, H., & Hochreiter, S. (2011). cn. FARMS: a latent variable model to detect copy number variations in microarray data with a low false discovery rate, opens an external URL in a new window. Nucleic acids research, 39(12), e79-e79
Hochreiter S., Bodenhofer W., Heusel M., A. Mayr A., Mitterecker A., Kasim A., Khamiakova T., Van Sanden S., Lin D., Talloen W., Bijnens L., Goehlmann H., Shkedy Z., & Clevert D.-A., FABIA: Factor Analysis for Bicluster Acquisition, opens an external URL in a new window, Bioinformatics, 2010, 26(12):1520-7

Teaching Experience

2018 Summer Term: Unsupervised Techniques for Machine Learning (UE), opens in new window, Lecturer, Johannes Kepler University, Linz, Austria.
2017 Summer Term: Unsupervised Techniques for Machine Learning (UE), opens an external URL in a new window, Lecturer, Johannes Kepler University, Linz, Austria.
2014 Summer Term: Unsupervised Techniques for Machine Learning (UE), opens an external URL in a new window, Lecturer, Johannes Kepler University, Linz, Austria.

Posters

ISMB 2014, Boston, MA, USA: Detecting biomarkers on label-free mass spectrometry data using biclustering
ISMB 2013, Berlin, Germany: Detecting rare copy number variations with sparse coding
ISMB 2012, Long Beach, CA, USA: Detecting rare copy number variations (CNVs) with sparse coding on FF and FFPE

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Andreas Mitterecker, MSc

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Personal data/education

Research Topics

Publications

Teaching Experience

Posters