Table of Contents
Dr. Dominik Kopczynski
E-Mail: | [vorname].[nachname]tu-dortmund.de |
ORCID: | http://orcid.org/0000-0001-5885-4568 |
Teaching (in German)
Sommersemester 2015
- Vorlesung Algorithmen auf Sequenzen
Wintersemester 2014/15
- Praktikum der Exportveranstaltung Einführung in die Programmierung
Sommersemester 2014
Wintersemester 2013/14
- Betreuung PG 572 "IMobSPi"
Sommersemester 2013
- Betreuung PG 572 "IMobSPi"
Wintersemester 2012/13
- Betreuung PG 567 "Computational Epigenomics"
- Betreuung Proseminar "DAP mit Python"
Sommersemester 2012
- Betreuung PG 567 "Computational Epigenomics"
- Betreuung Proseminar "DAP mit Python"
Wintersemester 2011/12
- Praktikum Computational Omics
Sommersemester 2011
Wintersemester 2009/10
- Praktikum EINI
Sommersemester 2009
- Praktikum DAP2
Research Topics
Supervised and Co-supervised Diploma / Bachelor / Master Theses
List of ongoing and completed Theses:
- Helge Michels (D): Bestimmung des Potentials volatiler Metabolite der Saccharomyces cerevisiae in silico, 2015
- Benjamin Borchert (B): Partitionierung von DNS-Reads anhand gegebener Strukturdefinitionen, 2015
- Tom Eckelmann (D): Probabilistisches Flowgram-String Alignment, 2014
- Till Hartmann (B): Automatisierte Bestimmung verwendeter Adapter bei DNA-Sequenzierung, 2014
- Henning Funke (B): Fast Analysis of MCC/IMS Data using GPGPU Programming, 2013
Publications
Conference Paper
- Dominik Kopczynski, Sven Rahmann. An Online Peak Extraction Algorithm for Ion Mobility Spectrometry Data. Proceedings of the 14th Workshop on Algorithms in Bioinformatics (WABI 2014), Wrocław, Poland, 2014.
- Dominik Kopczynski, Jörg Ingo Baumbach, Sven Rahmann. Peak Modeling for Ion Mobility Spectrometry Measurements. Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012), Bucharest, Romania, 2012.
Journal Paper
- Dominik Kopczynski, Sven Rahmann. An Online Peak Extraction Algorithm for Ion Mobility Spectrometry Data. Algorithms for Molecular Biology, 10(1):17, 2015.
- Dominik Kopczynski, Sven Rahmann. Using the Expectation Maximization Algorithm with Heterogeneous Mixture Components for the Analysis of Spectrometry Data. arXiv:1405.5501, (under review).
- Marianna D'Addario, Dominik Kopczynski, Jörg Ingo Baumbach, Sven Rahmann. A modular computational framework for automated peak extraction from ion mobility spectra. BMC Bioinformatics, 15(1):25, 2014.
- Anne-Christin Hauschild, Dominik Kopczynski, Marianna D'Addario, Jörg Ingo Baumbach, Sven Rahmann, Jan Baumbach. Peak Detection Method Evaluation for Ion Mobility Spectrometry by Using Machine Learning Approaches. Metabolites, p277-293, 2013. (Metabolites best paper award 2015)
Poster
- Dominik Kopczynski, Sven Rahmann. An Online Peak Extraction Algorithm for Ion Mobility Spectrometry Data. 18th German Conference on Bioinformatics (GCB 2014), Bielefeld Germany, 2014.
- Dominik Kopczynski, Sven Rahmann. A Memory-Efficient Data Structure for Pattern Matching in DNA with Backward Search. 17th German Conference on Bioinformatics (GCB 2013), Göttingen Germany, 2013.
- Dominik Kopczynski, Marianna D'Addario, Jörg Ingo Baumbach, Sven Rahmann. Automated Peak Extraction for MCC/IMS Measurements of Exhaled Breath. International Conference on Breath Research (Breath 2013), Wallerfangen Germany, 2013.
- Anne-Christin Hauschild, Dominik Kopczynski, Marianna D'Addario, Jörg Ingo Baumbach, Sven Rahmann, Jan Baumbach. Evaluation of Peak Detection Methods for MCC/IMS Measurements in Clinical Breath Studies. International Conference on Breath Research (Breath 2013), Wallerfangen Germany, 2013.
- Dominik Kopczynski, Sven Rahmann. An Automaton-Based View on Error-Tolerant Pattern Matching with Backward Search. 16th German Conference on Bioinformatics (GCB 2012), Jena Germany, 2012.
- Dominik Kopczynski, Sven Rahmann. Resource-Constrained Analysis of Spectrometry Data. At the Doktorantenkolleg Informatik Ruhr 2011, Valbert Germany, 2011.
Invited Talks
- Peak Modeling for Ion Mobility Spectrometry Measurements. 14th Workshop on Knowledge Discovery, Data Mining and Machine Learning (KDML 2012), Dortmund, Germany, Sep. 12, 2012.
Tech Reports
- Dominik Kopczynski. Datenreduktion und Merkmalsextraktion bei IMS-Messungen. Technische Universität Dortmund, 2011.
Brief Biography
Currently I am a PhD student at TU Dortmund, Department of Computer Science, Chair of Algorithm Engineering within the group Bioinformatics for High-Throughput Technologies of Prof. Dr. Sven Rahmann. Between 2004 and the end of 2010, I studied computer science with a focus on intelligent systems and algorithmic at TU Dortmund.
- 01/2011 - today: PhD student at the Department of Computer Science, Chair of Algorithm Engineering within the group Bioinformatics for High-Throughput Technologies at TU Dortmund, Dortmund, Germany
- 10/2004 - 06/2010: Diploma student in Computer Science at TU Dortmund, Dortmund, Germany