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Pokorny, Florian B. [Author]; Graf, Franz [Author]; Pernkopf, Franz [Author]; Schuller, Björn [Author]

Detection of negative emotions in speech signals using bags-of-audio-words

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Augsburg University Publication Server (OPUS), 2015
Pokorny, Florian B. [Author]; Peharz, Robert [Author]; Roth, Wolfgang [Author]; Zöhrer, Matthias [Author]; Pernkopf, Franz [Author]; Marschik, Peter B. [Author]; Schuller, Björn [Author]

Manual versus automated: the challenging routine of infant vocalisation segmentation in home videos to study neuro(mal)development

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Augsburg University Publication Server (OPUS), 2020-03-11
Krieber, Magdalena [Author]; Bartl-Pokorny, Katrin D. [Author]; Pokorny, Florian B. [Author]; Zhang, Dajie [Author]; Landerl, Karin [Author]; Körner, Christof [Author]; Pernkopf, Franz [Author]; Pock, Thomas [Author]; Einspieler, Christa [Author]; Marschik, Peter B. [Author]

Eye movements during silent and oral reading in a regular orthography: basic characteristics and correlations with childhood cognitive abilities and adolescent reading skills

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Augsburg University Publication Server (OPUS), 2017
Marschik, Peter B. [Author]; Pokorny, Florian B. [Author]; Peharz, Robert [Author]; Zhang, Dajie [Author]; O’Muircheartaigh, Jonathan [Author]; Roeyers, Herbert [Author]; Bölte, Sven [Author]; Spittle, Alicia J. [Author]; Urlesberger, Berndt [Author]; Schuller, Björn [Author]; Poustka, Luise [Author]; Ozonoff, Sally [Author]; Pernkopf, Franz [Author]; Pock, Thomas [Author]; Tammimies, Kristiina [Author]; Enzinger, Christian [Author]; Krieber, Magdalena [Author]; Tomantschger, Iris [Author]; Bartl-Pokorny, Katrin D. [Author]; Sigafoos, Jeff [Author]; Roche, Laura [Author]; Esposito, Gianluca [Author]; Gugatschka, Markus [Author]; Nielsen-Saines, Karin [Author]; [...]

A novel way to measure and predict development: a heuristic approach to facilitate the early detection of neurodevelopmental disorders

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Augsburg University Publication Server (OPUS), 2020-03-04
Koprinska, Irena [Editor]; Mignone, Paolo [Editor]; Guidotti, Riccardo [Editor]; Jaroszewicz, Szymon [Editor]; Fröning, Holger [Editor]; Gullo, Francesco [Editor]; Ferreira, Pedro M. [Editor]; Roqueiro, Damian [Editor]; Ceddia, Gaia [Editor]; Nowaczyk, Slawomir [Editor]; Gama, João [Editor]; Ribeiro, Rita [Editor]; Gavaldà, Ricard [Editor]; Masciari, Elio [Editor]; Ras, Zbigniew [Editor]; Ritacco, Ettore [Editor]; Naretto, Francesca [Editor]; Theissler, Andreas [Editor]; Biecek, Przemyslaw [Editor]; Verbeke, Wouter [Editor]; Schiele, Gregor [Editor]; Pernkopf, Franz [Editor]; Blott, Michaela [Editor]; Bordino, Ilaria [Editor]; [...]

Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I - [1st ed. 2023.]

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Cham: Springer Nature Switzerland, 2023. ; Cham: Imprint: Springer, 2023.

Published in: Communications in Computer and Information Science ; 1752
Koprinska, Irena [Editor]; Mignone, Paolo [Editor]; Guidotti, Riccardo [Editor]; Jaroszewicz, Szymon [Editor]; Fröning, Holger [Editor]; Gullo, Francesco [Editor]; Ferreira, Pedro M. [Editor]; Roqueiro, Damian [Editor]; Ceddia, Gaia [Editor]; Nowaczyk, Slawomir [Editor]; Gama, João [Editor]; Ribeiro, Rita [Editor]; Gavaldà, Ricard [Editor]; Masciari, Elio [Editor]; Ras, Zbigniew [Editor]; Ritacco, Ettore [Editor]; Naretto, Francesca [Editor]; Theissler, Andreas [Editor]; Biecek, Przemyslaw [Editor]; Verbeke, Wouter [Editor]; Schiele, Gregor [Editor]; Pernkopf, Franz [Editor]; Blott, Michaela [Editor]; Bordino, Ilaria [Editor]; [...]

Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II - [1st ed. 2023.]

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Cham: Springer Nature Switzerland, 2023. ; Cham: Imprint: Springer, 2023.

Published in: Communications in Computer and Information Science ; 1753
Pernkopf, Franz

3D surface analysis using coupled HMMs

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Springer Science and Business Media LLC, 2005

Published in: Machine Vision and Applications, 16 (2005) 5, Seite 298-305
Pernkopf, Franz

Bayesian network classifiers versus selective -NN classifier

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Elsevier BV, 2005

Published in: Pattern Recognition, 38 (2005) 1, Seite 1-10
Pernkopf, Franz

Detection of surface defects on raw steel blocks using Bayesian network classifiers

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Springer Science and Business Media LLC, 2004

Published in: Pattern Analysis and Applications, 7 (2004) 3, Seite 333-342
Pernkopf, Franz

Detection of surface defects on raw steel blocks using Bayesian network classifiers

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Springer Science and Business Media LLC, 2004

Published in: Pattern Analysis and Applications, 7 (2004) 3, Seite 333-342
Nguyen, Truc; Pernkopf, Franz

Lung Sound Classification Using Co-Tuning and Stochastic Normalization

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Institute of Electrical and Electronics Engineers (IEEE), 2022

Published in: IEEE Transactions on Biomedical Engineering, 69 (2022) 9, Seite 2872-2882
Aichinger, Philipp; Pernkopf, Franz

Synthesis and Analysis-By-Synthesis of Modulated Diplophonic Glottal Area Waveforms

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Institute of Electrical and Electronics Engineers (IEEE), 2021

Published in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29 (2021), Seite 914-926
Roth, Wolfgang; Pernkopf, Franz

Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes

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Institute of Electrical and Electronics Engineers (IEEE), 2020

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 42 (2020) 1, Seite 246-252
Knoll, Christian; Pernkopf, Franz

Belief propagation: accurate marginals or accurate partition function—where is the difference?

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IOP Publishing, 2020

Published in: Journal of Statistical Mechanics: Theory and Experiment, 2020 (2020) 12, Seite 124009
Mutsam, Nikolaus; Pernkopf, Franz

Tracking of a Gunning Jet Using Particle Filtering in Infrared Image Sequences

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Institute of Electrical and Electronics Engineers (IEEE), 2020

Published in: IEEE Transactions on Instrumentation and Measurement, 69 (2020) 9, Seite 6101-6111
Tschiatschek, Sebastian; Pernkopf, Franz

Machine Learning and Knowledge Discovery in Databases: Parameter Learning of Bayesian Network Classifiers Under Computational Constraints

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Springer International Publishing, 2015

Published in: Machine Learning and Knowledge Discovery in Databases (2015), Seite 86-101
Tschiatschek, Sebastian; Pernkopf, Franz

On Bayesian Network Classifiers with Reduced Precision Parameters

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Institute of Electrical and Electronics Engineers (IEEE), 2015

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (2015) 4, Seite 774-785
Leitner, Christina; Pernkopf, Franz

On pre-image iterations for speech enhancement

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Springer Science and Business Media LLC, 2015

Published in: SpringerPlus, 4 (2015) 1
Peharz, Robert; Pernkopf, Franz

Sparse nonnegative matrix factorization with ℓ0-constraints

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Elsevier BV, 2012

Published in: Neurocomputing, 80 (2012), Seite 38-46
Pernkopf, Franz; Wohlmayr, Michael

Stochastic margin-based structure learning of Bayesian network classifiers

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Elsevier BV, 2013

Published in: Pattern Recognition, 46 (2013) 2, Seite 464-471

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