Handling missing features in maximum margin Bayesian network classifiers. - Sebastian Tschiatschek; Nikolaus Mutsam; Franz Pernkopf (MLSP, 2012)

Maximum margin hidden Markov models for sequence classification. - Nikolaus Mutsam; Franz Pernkopf (Pattern Recognit. Lett., 2016)

Tracking of a Gunning Jet Using Particle Filtering in Infrared Image Sequences. - Nikolaus Mutsam; Franz Pernkopf (IEEE Trans. Instrum. Meas., 2020)

Data-Scarce Condition Modeling Requires Model-Based Prior Regularization. - Nikolaus Mutsam; Alexander Fuchs 009; Fabio Ziegler; Franz Pernkopf (ICASSP, 2024)