Publications

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2012
Tschiatschek, S., Reinprecht P., Mücke M., & Pernkopf F. (2012).  Bayesian Network Classifiers with Reduced Precision Parameters. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). Abstract  Download: ReducedPrecisionBNCs.pdf (491.66 KB)
Tschiatschek, S., & Pernkopf F. (2012).  Convex Combinations of Maximum Margin Bayesian Network Classifiers. International Conference on Pattern Recognition Applications and Methods (ICPRAM).
Van de Velde, S., Wymeersch H., Meissner P., Witrisal K., & Steendam H. (2012).  Cooperative Multipath-Aided Indoor Localization. 2012 IEEE Wireless Communications and Networking Conference: Mobile and Wireless Networks (IEEE WCNC 2012).
Buchgraber, T., & Shutin D. (2012).  Distributed Variational Sparse Bayesian Learning For Sensor Networks. Machine Learning for Signal Processing Workshop (MLSP), 2012 IEEE.  Download: MLSP2012_DistrSBL_with_some_minor_corrections.pdf (643.76 KB)
Pernkopf, F., Wohlmayr M., & Tschiatschek S. (2012).  Maximum Margin Bayesian Network Classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 34(3), 521-532. Download: MasterTPAMI_Re2.pdf (600.7 KB)
Mowlaee, P., Saeidi R., & Martin R. (2012).  Model-Driven Speech Enhancement for Multisource Reverberant Environment (Signal Separation Evaluation Campaign (SiSEC) 2011). Latent Variable Analysis and Signal Separation - 10th International Conference, LVA ICA 2012. 454-461. Download: Model-driven Speech Enhancement for SiSEC.pdf (2.77 MB)
Meissner, P., & Witrisal K. (2012).  Multipath-Assisted Single-Anchor Indoor Localization in an Office Environment. 19th International Conference on Systems, Signals and Image Processing, IWSSIP 2012.  Download: MeissnerIWSSIP2012.pdf (185.61 KB)
Leitner, C., & Pernkopf F. (2012).  Musical Noise Suppression for Speech Enhancement Using Pre-Image Iterations. International Conference on Systems, Signals and Image Processing (IWSSIP). 478-481. Download: Leitner2012MusicalNoiseSupPreimageIt.pdf (663.96 KB)
Peharz, R., & Pernkopf F. (2012).  On linear and MIXMAX Interaction models for Single Channel Source Separation. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 249 - 252 .
Mowlaee, P., & Martin R. (2012).  On Phase Importance in Parameter Estimation for Single-channel Source Separation. The International Workshop on Acoustic Signal Enhancement (IWAENC).  Download: IWAENC2012.pdf (350.76 KB)