All Publications

Heinz, A., Beck, A., Wrase, J., Mohr, J., Obermayer, K., Gallinat, J. and Puls, I. (2009). Neurotransmitter Systems in Alcohol Dependence. Pharmacopsychiatry, 42, 95 – 101.

Jain, B. and Obermayer, K. (2008). On the Sample Mean of Graphs. 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence). IEEE, 993 – 1000.,10.1109/IJCNN.2008.4633920

Knebel, T., Hochreiter, S. and Obermayer, K. (2008). An SMO algorithm for the Potential Support Vector Machine. Neural Comput., 20, 271 – 287.

Lohoff, F., Lautenschlager, M., Mohr, J., Ferraro, T., Sander, T. and Gallinat, J. (2008). Association Between Variation in the Vesicular Monoamine Transporter 1 Gene on Chromosome 8p and Anxiety-Related Personality Traits. Neuroscience Letters, 434, 41 – 45.

Mohr, J., Jain, B. and Obermayer, K. (2008). Molecule Kernels: A Descriptor- and Alignment-Free QSAR Approach. Journal of Chemical Information and Modeling, 48, 1868 – 1881.

Mohr, J., Seo, S. and Obermayer, K. (2008). Automated Microarray Classification Based on P-SVM Gene Selection. Proceedings of the ICMLA '08: The Seventh International Conference on Machine Learning and Applications. IEEE, 503 – 507.,10.1109/ICMLA.2008.75

Mohr, J., Seo, S., Puls, I., Heinz, A. and Obermayer, K. (2008). Target Selection: A New Learning Paradigm and its Application to Genetic Association Studies. Proceedings of the ICMLA '08: The Seventh International Conference on Machine Learning and Applications. IEEE, 182 – 187.,10.1109/ICMLA.2008.58

Ochab, B., Neubauer, N. and Obermayer, K. (2008). Personalized Recommendations for the Web 3D. Lecture Notes in Computer Science. Springer Verlag, 374 – 377.,http://dx.doi.org/10.1007/978-3-540-70987-9_57

Puls, I., Mohr, J., Wrase, J., Priller, J., Behr, J., Kitzrow, W., Makris, N., Breiter, H., Obermayer, K. and Heinz, A. (2008). Synergistic Effects of the Dopaminergic and Glutamatergic System on Hippocampal Volume in Alcohol-Dependent Patients. Biological Psychology, 79, 126 - 136.

Purwins, H., Blankertz, B. and Obermayer, K. (2008). Toroidal Models in Tonal Theory. Tonal Theory for the Digital Age - Computing in Musicology. Stanford University, 73 – 98.,

Adiloglu, K., Annies, R., Heinrich, F., Paus, A. and Obermayer, K. (2008). Version Space based Active Learning Strategies with an Application to Sound Design. Autonomous Systems - Self Organization, Management, and Control, 11 – 19.,

Adiloglu, K., Annies, R., Henrich, F., Paus, A. and Obermayer, K. (2008). Geometrical Approaches to Active Learning. Autonomous Systems – Self-Organization, Management, and Control. Springer Netherlands, 11-19.,10.1007/978-1-4020-8889-6_2

Adiloglu, K., Annies, R., Visell, Y., Drioli, C. and Obermayer, K. (2008). The Adaptive Bottle. Proceedings International Computer Music Conference. International Computer Music Association, (1 – 4).,

Wimmer, K., Hildebrandt, K., Henning, R. and Obermayer, K. (2008). Adaptation and Selective Information Transmission in the Cricket Auditory Neuron AN2. PLoS Computational Biology, 4

Henrich, F. and Obermayer, K. (2008). Active Learning by Spherical Subdivision. Journal of Machine Learning Research, 9, 105 – 130.

Hochreiter, S., Heusel, M. and Obermayer, K. (2007). Fast Model-based Protein Homology Detection without Alignment. Bioinformatics, 23, 1728 – 1736.

Jain, B. and Obermayer, K. (2007). Theory of the Sample Mean of Structures. LNVD 2007, Learning from Non-vectorial Data, 9-16.

Martinez, E., Adiloglu, K., Annies, R., Purwins, H. and Obermayer, K. (2007). Representation of Everyday Sounds for Classification of their Perceived Function. Proc. Audio Mostly Conference, 90 – 95.,

Neubauer, N., Scheel, C., Albayrak, A. and Obermayer, K. (2007). Distance Measures in Query Space: How Strongly to Use Feedback from Past Queries. Proceedings of the IEEE Conference on Web Intelligence 2007. IEEE, 607 – 613.,10.1109/WI.2007.65

Scheel, C., Neubauer, N., Lommatzsch, A., Obermayer, K. and Albayrak, S. (2007). Efficient Query Delegation by Detecting Redundant Retrieval Strategies. SIGIR Workshop on Learning to Rank for Information Retrieval 2007, (1 – 8).,