Applications

Seidel, R., Jahn, N., Seo, S., Goerttler, T. and Obermayer, K. (2022). NAPC: A Neural Algorithm for Automated Passenger Counting in Public Transport on a Privacy-Friendly Dataset. IEEE Open Journal of Intelligent Transportation Systems, 3, 33-44.

Trowitzsch I., Schymura C., Kolossa D. and K., O. (2019). Joining Sound Event Detection and Localization Through Spatial Segregation. IEEE Trans. Audio Speech Language Proc.

Trowitzsch, I., Mohr, J., Kashef, Y. and Obermayer, K. (2017). Robust Detection of Environmental Sounds in Binaural Auditory Scenes. IEEE Transactions on Audio Speech and Language Processing, 25, 1344-1356.

Mohr, J., Park, J.-H. and Obermayer, K. (2014). A computer vision system for rapid search inspired by surface-based attention mechanisms from human perception. Neural Networks, 60, 182 - 193.

Schmidt, S., Scholz, M., Obermayer, K. and Brandt, S. A. (2013). Patterned Brain Stimulation, What a Framework with Rhythmic and Noisy Components Might Tell Us about Recovery Maximization. Frontiers in human neuroscience, 7

Adiloglu, K., Annies, R., Wahlen, E., Purwins, H. and Obermayer, K. (2012). A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events. IEEE Transactions on Audio, Speech, and Language Processing, 1542 - 1552.

Neubauer, N. and Obermayer, K. (2011). Tripartite community structure in social bookmarking data. New Review of Hypermedia and Multimedia, 17, 267-294.

Mohr, J., Jain, B., Sutter, A., Laak, A., Steger-Hartmann, T., Heinrich, H. and Obermayer, K. (2010). A Maximum Common Subgraph Kernel Method for Predicting the Chromosome Aberration Test. Journal of Chemical Information and Modelling, 50, 1821–1838.

Neubauer, N. and Obermayer, K. (2009). Hyperincident Connected Components in Tagging Networks. ACM SIGIWEB Newsletter, 229 – 238.

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.

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

Hochreiter, S., Clevert, D.-A. and Obermayer, K. (2006). A New Summarization Method for Affymetrix Probe Level Data. Bioinformatics, 22, 943 – 949.

Schwetz, I., Gruhler, G. and Obermayer, K. (2006). A Cross-Spectrum Weighting Algorithm for Speech Enhancement and Array Processing: Combining Locating and Long-Term Statistics. J. Acoust. Soc. Amer., 119, 952 – 964.

Adiloglu, K., Noll, T. and Obermayer, K. (2006). A Paradigmatic Approach to Extract the Melodic Structure of a Musical Piece. Journal New Music Research, 35, 221 – 236.

Klose, C., Seo, S. and Obermayer, K. (2005). A New Clustering Approach for Partioning Directional Data. Int. J. Rock Mech. Mining Sci., 42, 315 – 321.

Schwetz, I., Gruhler, G. and Obermayer, K. (2004). Stationarity of Speech Radiation: Consequences for Linear Multichannel Filtering. IEEE Transactions on Speech and Audio Processing ., 12, 460 – 467.

Krepki, R., Pe, Y., Meng, H. and Obermayer, K. (2000). A New Algorithm for the Interrogation of 3D Holographic PTV Data Based on Deterministic Annealing and EM-Optimization. Exp. Fluids (Suppl.), 99 – 107.

Purwins, H., Blankertz, B. and Obermayer, K. (2000). Computing Auditory Perception. Organised Sound, 5, 159 – 171.

Stellmacher, M. and Obermayer, K. (2000). A New Particle Tracking Algorithm Based on Deterministic Annealing and Alternative Distance Measures. Experiments in Fluids, 28, 506 – 518.

Obermayer, K., Teich, W. and Mahler, G. (1988). Structural Basis of Multistationary Quantum Systems. I. Effective Single-particle Dynamics. Phys. Rev. B, 37, 8096 – 8110.