Zur JKU Startseite
Institut für Machine Learning
Was ist das?

Institute, Schools und andere Einrichtungen oder Angebote haben einen Webauftritt mit eigenen Inhalten und Menüs.

Um die Navigation zu erleichtern, ist hier erkennbar, wo man sich gerade befindet.

Publikationen 2011

Konferenzen

An analysis pipeline for detecting copy number variations with a low false discovery rate in microarray data ICHG/ASHG
Author(s): Djork-Arné Clevert, Andreas Mitterecker, Andreas Mayr, Günter Klambauer, Marianne Tuefferd, An De Bondt, Willem Talloen, Hinrich Göhlmann, Sepp Hochreiter
Published: 12th International Congress of Human Genetics and the American Society of Human Genetics (ICHG/ASHG 2011), Montreal, Canada, Oct 11-15 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
Accurate detection of copy number variations in next generation sequencing data by a latent variable model ICHG/ASHG
Author(s): Günter Klambauer, Djork-Arné Clevert, Andreas Mayr, Karin Schwarzbauer, Andreas Mitterecker, Sepp Hochreiter
Published: 12th International Congress of Human Genetics and the American Society of Human Genetics (ICHG/ASHG 2011), Montreal, Canada, Oct 11-15 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
Copy number aberrations affecting adhesion genes involved in the development of the cerebellar vermis are associated with autism spectrum disorders ICHG/ASHG
Author(s): Günter Klambauer, Djork-Arné Clevert, Andreas Mayr, Karin Schwarzbauer, Andreas Mitterecker, Sepp Hochreiter
Published: 12th International Congress of Human Genetics and the American Society of Human Genetics (ICHG/ASHG 2011), Montreal, Canada, Oct 11-15 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
Copy number aberrations affecting adhesion genes involved in the development of the cerebellar vermis are associated with autism spectrum disorders ICHG/ASHG
Author(s): Sepp Hochreiter, Djork-Arné Clevert
Published: 12th International Congress of Human Genetics and the American Society of Human Genetics (ICHG/ASHG 2011), Montreal, Canada, Oct 11-15 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
Controlling the false discovery rate at detection of biological aberrations in -omic data CAMDA

Publikationen (non-peer-reviewed)

cn.MOPS: mixture of Poissons for discovering copy number variations in next generation sequencing data HGV
Author(s): Günter Klambauer, Djork-Arné Clevert, Sepp Hochreiter
Published: Poster at 12th International Meeting on Human Genome Variation and Complex Genome Analysis (HGV 2011), San Francisco, USA, Sep 8-10 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
Copy Number Aberrations Affecting the Developing Cerebellar Vermis are Associated with Autism Spectrum Disorders HGV
Author(s): Sepp Hochreiter, Djork-Arné Clevert
Published: Poster at 12th International Meeting on Human Genome Variation and Complex Genome Analysis (HGV 2011), San Francisco, USA, Sep 8-10 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
A low false discovery rate at detection of copy-number aberrations in microarray data HGV
Author(s): Djork-Arné Clevert, Andreas Mayr, Andreas Mitterecker, Günter Klambauer, Sepp Hochreiter
Published: Poster at 12th International Meeting on Human Genome Variation and Complex Genome Analysis (HGV 2011), San Francisco, USA, Sep 8-10 2011
Abstract: PDF, öffnet eine externe URL in einem neuen Fenster
Detecting rare copy number variations (CNVs) with sparse coding ISMB
Author(s): Andreas Mitterecker, Djork-Arné Clevert, Andreas Mayr, An De Bondt, Willem Talloen, Hinrich Göhlmann, Sepp Hochreiter
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
Collaborative action between Spain and Austria to enhance the application of High Performance Computing to High throughput technologies ISMB 
Author(s): Pau Corral, Noura Chelbat, Antonio Muñoz, Johan Karlsson, Alfredo Martínez, Günter Klambauer, Sepp Hochreiter, Oswaldo Trelles, Ulrich Bodenhofer
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
Genome-wide chromatin remodeling at G/C-rich long nucleosome-free regions containing SP1 and MAZ binding sites ISMB
Author(s): Karin Schwarzbauer , Ulrich Bodenhofer, Sepp Hochreiter
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
cn.FARMS: a latent variable model to detect copy number variations in microarray data with a low false discovery rate ISMB
Author(s): Djork-Arné Clevert, Andreas Mitterecker, Andreas Mayr, Günter Klambauer, Marianne Tuefferd, An De Bondt, Willem Talloen, Hinrich Göhlmann, Sepp Hochreiter
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
Possible sources of wrongly performing probes: from oligonucleotides arrays to NGS ISMB
Author(s): Noura Chelbat, Sepp Hochreiter, Ulrich Bodenhofer
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
cn.MOPS: Mixture of Poissons for Discovering Copy Number Variations in Next Generation Sequencing Data ISMB
Author(s): Günter Klambauer, Sepp Hochreiter, Karin Schwarzbauer, Andreas Mayr, Djork-Arné Clevert
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
Complex networks govern coiled coil oligomerization - predicting and profiling by means of a machine learning approach ISMB
Author(s): Ulrich Bodenhofer, Carsten Mahrenholz, Ingrid Abfalter, Rudolf Volkmer, Sepp Hochreiter
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
Detection of nonlinear effects in gene expression pathways ISMB
Author(s): Andreas Mayr, Djork-Arné Clevert, Sepp Hochreiter
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011
FABIA: Factor Analysis for Bicluster Acquisition ISMB
Author(s): Djork-Arné Clevert, Ulrich Bodenhofer, Martin Heusel, Andreas Mayr, Andreas Mitterecker, Adetayo Kasim, Tatsiana Khamiakova, Suzy Van Sanden, Dan Lin, Willem Talloen, Luc Bijnens, Hinrich Göhlmann, Ziv Shkedy, Sepp Hochreiter
Published: Poster at 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Vienna, Austria, July 17 - July 19 2011

Abschlussarbeiten

Making an R package of the PSVM Master Thesis
Author(s): Alexander Lechner
Published: Master Thesis, June 2011
Detection of nonlinear effects in gene expression pathways Master Thesis
Author(s): Andreas Mayr
Published: Master Thesis, May 2011