Timo Duchrow, Dipl.-Bioinf.

Ph.D. student

E-Mail: duchrow@in.tum.de

Research Interests:

I am working on my PhD thesis on data stream mining. I work for e.ventures.

Research:

Machine Learning, Text Mining, Data Stream Mining and applications

Awards:

Medical Technology Achievement Award by Klee Foundation (Stiftung Familie Klee) 2007

Activities:

(Co-)Reviewing for EDBT 2012, ICDM 2010, ICML 2011, IJCAI 2011, KDD 2011, SIAM DM 2009
Member of Machine Learning and Optimization workgroup, DFKI Bremen, 2008-2010

Publications:

Duchrow, T, Schröer, M, Griesbach, B, Kasperski, S, Maas genannt Bermpohl, G, Kramer, S, and Kirchner, F (2012).
Towards Electric Mobility Data Mining
In: IEEE International Electric Vehicle Conference (IEVC) 2012, pp. 1-6, IEEE.

Metzen, J, Kim, S, Duchrow, T, Kirchner, E, and Kirchner, F (2011).
On Transferring Spatial Filters in a Brain Reading Scenario
In: Statistical Signal Processing Workshop (SSP), 2011 IEEE, pp. 797–800, IEEE.

Duchrow, T, Shtatland, T, Guettler, D, Pivovarov, M, Kramer, S, and Weissleder, R (2009).
Enhancing Navigation in Biomedical Databases by Community Voting and Database-Driven Text Classification
BMC Bioinformatics, 10(317).

Kirchner, E, Metzen, J, Duchrow, T, Kim, S, and Kirchner, F (2009).
Assisting Telemanipulation Operators via Real-Time Brain Reading
In: German Conference on Artificial Intelligence (KI 2009) Machine Learning in Real-time Applications Workshop (MLRTA), pp. 1869-2087, Volker Lohweg, Oliver Niggemann. Lemgoer Schriftenreihe zur industriellen Informationstechnik.

Küffner, R, Duchrow, T, Fundel, K, and Zimmer, R (2006).
Characterization of Protein Interactions
In: German Conference on Bioinformatics (GCB), pp. 64–73.

Short Scientific CV:

2010-current PhD student at Machine Learning and Data Mining in Bioinformatics group, Technische Universität München (TUM), Munich, Germany
2008-2012 Researcher and consultant at the German Research Center for Artificial Intelligence (DFKI GmbH), Robotics Innovation Center, Bremen, Germany
2007 Center for Molecular Imaging Research (CMIR), Massachusetts General Hospital and Harvard University, Boston, USA, research stay
2003-2008 Technische Universität München (TUM) and Ludwig-Maximilians Universität München (LMU), Munich, Germany, continued studies in bioinformatics
2001-2003 Jacobs University Bremen, Bremen, Germany, studied bioinformatics and computational biology

Teaching:

Robotics 4 - Biological foundations for autonomous, mobile robots, winter 2009/2010, winter 2010/2011, winter 2011/2012, co-lectureship at University of Bremen
Machine learning for autonomous robots 2, winter 2009, co-lectureship at University of Bremen
Machine learning for autonomous robots 1, summer 2009, co-lectureship at University of Bremen

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