Petra Schneider

According to our database, Petra Schneider authored at least 32 papers between 2000 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Landslide-Induced Mass Transport of Radionuclides along Transboundary Mailuu-Suu River Networks in Central Asia.

Fengqing Li, Isakbek Torgoev, Damir Zaredinov, Marina Li, Bekhzod Talipov, Anna Belousova, Christian Kunze, Petra Schneider

Remote. Sens., 2021

2015

Stationarity of Matrix Relevance LVQ.

Michael Biehl, Barbara Hammer, Frank-Michael Schleif, Petra Schneider, Thomas Villmann

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Targeting Dynamic Pockets of HIV-1 Protease by Structure-Based Computational Screening for Allosteric Inhibitors.

Jens Kunze, Nickolay Todoroff, Petra Schneider, Tiago Rodrigues, Tim Geppert, Felix Reisen, Herman Schreuder, Joachim Saas, Gerhard Hessler, Karl-Heinz Baringhaus, Gisbert Schneider

J. Chem. Inf. Model., 2014

Go with the flow: de-orphaning focused combinatorial libraries.

Michael Reutlinger, Tiago Rodrigues, Petra Schneider, Gisbert Schneider

J. Cheminformatics, 2014

Target prediction by cascaded self-organizing maps for ligand de-orphaning and side-effect investigation.

Daniel Reker, Tiago Rodrigues, Petra Schneider, Gisbert Schneider

J. Cheminformatics, 2014

Targeting flexibility: a structure-based computational study revealing allosteric HIV-1 protease inhibitors.

Jens Kunze, Nickolay Todoroff, Tiago Rodrigues, Petra Schneider, Gisbert Schneider

J. Cheminformatics, 2014

2013

Incorporating Privileged Information Through Metric Learning.

Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider

IEEE Trans. Neural Networks Learn. Syst., 2013

2012

Limited Rank Matrix Learning, discriminative dimension reduction and visualization.

Kerstin Bunte, Petra Schneider, Barbara Hammer, Frank-Michael Schleif, Thomas Villmann, Michael Biehl

Neural Networks, 2012

Virtual screening for compounds that mimic protein-protein interface epitopes.

Tim Geppert, Felix Reisen, Max Pillong, Volker Hähnke, Yusuf Tanrikulu, Christian P. Koch, Anna Maria Perna, Tatiana Batista Perez, Petra Schneider, Gisbert Schneider

J. Comput. Chem., 2012

Advances in artificial neural networks, machine learning, and computational intelligence (ESANN 2011).

John Aldo Lee, Petra Schneider, John A. Quinn

Neurocomputing, 2012

Large margin linear discriminative visualization by Matrix Relevance Learning.

Michael Biehl, Kerstin Bunte, Frank-Michael Schleif, Petra Schneider, Thomas Villmann

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Learning Using Privileged Information in Prototype Based Models.

Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Matrix relevance LVQ in steroid metabolomics based classification of adrenal tumors.

Michael Biehl, Petra Schneider, David Smith, Han Stiekema, Angela Taylor, Beverly Hughes, Cedric Shackleton, Paul Stewart, Wiebke Arlt

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Divergence-based classification in learning vector quantization.

Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Jennifer R. Aduwo, John A. Quinn, Sven Haase, Thomas Villmann, Michael Biehl

Neurocomputing, 2011

Efficient Kernelized Prototype Based Classification.

Frank-Michael Schleif, Thomas Villmann, Barbara Hammer, Petra Schneider

Int. J. Neural Syst., 2011

Multivariate class labeling in Robust Soft LVQ.

Petra Schneider, Tina Geweniger, Frank-Michael Schleif, Michael Biehl, Thomas Villmann

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010

Regularization in matrix relevance learning.

Petra Schneider, Kerstin Bunte, Han Stiekema, Barbara Hammer, Thomas Villmann, Michael Biehl

IEEE Trans. Neural Networks, 2010

Hyperparameter learning in probabilistic prototype-based models.

Petra Schneider, Michael Biehl, Barbara Hammer

Neurocomputing, 2010

Generalized Derivative Based Kernelized Learning Vector Quantization.

Frank-Michael Schleif, Thomas Villmann, Barbara Hammer, Petra Schneider, Michael Biehl

Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

Divergence based Learning Vector Quantization.

Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Sven Haase, Thomas Villmann, Michael Biehl

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Metric Learning for Prototype-Based Classification.

Michael Biehl, Barbara Hammer, Petra Schneider, Thomas Villmann

Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009

Adaptive Relevance Matrices in Learning Vector Quantization.

Petra Schneider, Michael Biehl, Barbara Hammer

Neural Comput., 2009

Distance Learning in Discriminative Vector Quantization.

Petra Schneider, Michael Biehl, Barbara Hammer

Neural Comput., 2009

Distance phenomena in high-dimensional chemical descriptor spaces: Consequences for similarity-based approaches.

Matthias Rupp, Petra Schneider, Gisbert Schneider

J. Comput. Chem., 2009

Hyperparameter Learning in Robust Soft LVQ.

Petra Schneider, Michael Biehl, Barbara Hammer

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Nonlinear Discriminative Data Visualization.

Kerstin Bunte, Barbara Hammer, Petra Schneider, Michael Biehl

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Generalized matrix learning vector quantizer for the analysis of spectral data.

Petra Schneider, Frank-Michael Schleif, Thomas Villmann, Michael Biehl

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

Discriminatory Data Mapping by Matrix-Based Supervised Learning Metrics.

Marc Strickert, Petra Schneider, Jens Keilwagen, Thomas Villmann, Michael Biehl, Barbara Hammer

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Relevance matrices in LVQ.

Petra Schneider, Michael Biehl, Barbara Hammer

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Relevance Matrices in LVQ.

Petra Schneider

Proceedings of the Similarity-based Clustering and its Application to Medicine and Biology, 25.03., 2007

2003

Comparison of correlation vector methods for ligand-based similarity searching.

Uli Fechner, Lutz Franke, Steffen Renner, Petra Schneider, Gisbert Schneider

J. Comput. Aided Mol. Des., 2003

2000

De novo design of molecular architectures by evolutionary assembly of drug-derived building blocks.

Gisbert Schneider, Man-Ling Lee, Martin Stahl, Petra Schneider

J. Comput. Aided Mol. Des., 2000