Department of Computer Science
 Rutgers University

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Christoph Hafemeister

Alumn
Research Assistant

E-mail: hafemeis@molgen.mpg.de
Doctoral student at NYU<br>
 
 
 
 
 
 

Christoph received his M.Sc. in bioinformatics from Freie Universität Berlin in 2008.

He is interested in machine learning, model development and comparison, clustering and clustering evaluation and graph algorithms. During his Masters studies he focused on courses like Pattern Recognition, Artificial Intelligence, and Visualization of Scientific Data, as well as Advanced Algorithms in Bioinformatics, Sequence and Structure Analysis, and Medical Image Processing.

Here in the Algorithmics Group at the Department of Computational Biology Christoph works on the General Hidden Markov Model (GHMM) library, the visualization and analyzation of gene expression patterns, and sequence analysis for the efficient computation of probe qualities for microarray design.

Recent publications

C. Hafemeister, R. Krause and A. Schliep Selecting oligonucleotide probes for whole-genome tiling arrays with a cross-hybridization potential. IEEE/ACM Transactions on Computational Biology and Bioinformatics 2011. In press.

C. Hafemeister, I.G. Costa, A. Schönhuth and A. Schliep Classifying short gene expression time-courses with Bayesian estimation of piecewise constant functions. Bioinformatics 2011, 27:7, 946–52.

I.G. Costa, A. Schönhuth, C. Hafemeister and A. Schliep Constrained Mixture Estimation for Analysis and Robust Classification of Clinical Time Series. Bioinformatics 2009, 12:25, i6–14. (ISMB 2009).

C. Hafemeister Efficient Computation of Probe Qualities. Master's Thesis, Freie Universität Berlin, May 2008.

I.G. Costa, S. Roepcke, C. Hafemeister and A. Schliep Inferring differentiation pathways from gene expression. Bioinformatics 2008, 24:13, i156–164.