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Andreas Karwath, Dr.

Andreas Karwath, Dr.

Post-Doc

Room: 03-621
Johannes Gutenberg - Universität Mainz
Institut für Informatik
Staudingerweg 9

55128 Mainz, Germany

Office Phone: +49-6131-39-21059




Publications:

Grzonka, S, Karwath, A, Dijoux, F, and Burgard, W (2012).
Activity-Based Estimation of Human Trajectories
IEEE Transactions on Robotics, 28(1):234–245.

Gütlein, M, Karwath, A, and Kramer, S (2012).
CheS-Mapper – Chemical Space Mapping and Visualization in 3D
Journal of Cheminformatics, 4(7).

Seeland, M, Karwath, A, and Kramer, S (2012).
A Structural Cluster Kernel for Learning on Graphs
In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 516-524.

Grzonka, S, Dijoux, F, Karwath, A, and Burgard, W (2010).
Learning Maps of Indoor Environments Based on Human Activity
In: AAAI Spring Symposium: Embedded Reasoning, AAAI.

Grzonka, S, Dijoux, F, Karwath, A, and Burgard, W (2010).
Mapping indoor environments based on human activity
In: Proc. IEEE International Conference on Robotics and Automation (ICRA), pp. 476-481, IEEE.

Hardy, B, Douglas, N, Helma, C, Rautenberg, M, Jeliazkova, N, Jeliazkov, V, Nikolova, I, Benigni, R, Tcheremenskaia, O, Kramer, S, Girschick, T, Buchwald, F, Wicker, J, Karwath, A, Gütlein, M, Maunz, A, Sarimveis, H, Melagraki, G, Afantitis, A, Sopasakis, P, Gallagher, D, Poroikov, V, Filimonov, D, Zakharov, A, Langunin, A, Gloriozova, T, Novikov, S, Skvortsova, N, Druzhilovsky, D, Chawla, S, Gosh, I, Ray, S, Patel, H, and Escher, S (2010).
Collaborative Development of Predictive Toxicology Applications
Journal of Cheminformatics, 2(7).

Gütlein, M, Frank, E, Hall, M, and Karwath, A (2009).
Large scale attribute selection using wrappers
In: Proc. of the IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2009), pp. 332–339, IEEE.

Schulz, H, Kersting, K, and Karwath, A (2009).
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries
In: ILP'09, ed. by Luc De Raedt, vol. 5989, pp. 209–216, Springer. Lecture Notes in Computer Science.

Karwath, A, Kersting, K, and Landwehr, N (2008).
Boosting Relational Sequence Alignments
In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy, pp. 857–862, IEEE Computer Society.

Kersting, K, De Raedt, L, Gutmann, B, Karwath, A, and Landwehr, N (2008).
Relational Sequence Learning
In: Probabilistic Inductive Logic Programming, ed. by Luc De Raedt and Paolo Frasconi and Kristian Kersting and Stephen Muggleton, vol. 4911, pp. 28–55, Springer. Lecture Notes in Computer Science.


Short Scientific CV:

since 01/2012 Research Associate at Information Systems Group of the Johannes Gutenberg-Universität Mainz

10/2003 - 12/2011 Research Associate at the Machine Learning and Natural Language / Autonomous Intelligent Systems group of the Albert-Ludwigs University Freiburg

03/2008 - 06/2008 acting Head of the Machine Learning and Natural Language group of the Albert-Ludwigs University Freiburg

08/2001 - 07/2002 Research Associate in the Computational Biology group of the University of Wales, Aberystwyth

10/1997 - 07/2001 Ph.D. student in the Computational Biology group of the University of Wales, Aberystwyth

09/1992 – 07/1997 Student Mathematics, Hochschule für Technik, Stuttgart, Germany. 

09/1996 - 07/1997 Exchange Student, University of Glamorgan, Pontypridd, UK.

03/1996 - 09/1996 Erasmus Exchange Student, École Nationale Supérieure des Télécommunications de Bretagne, Brest, France.