| Title: |
IBD Sharing between Africans, Neandertals, and Denisovans |
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| Author(s): |
Gundula Povysil, Sepp Hochreiter |
| Published: |
Genome Biol. Evol., 8(12): 3406-3416, 2016 doi:10.1093/gbe/evw234
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| Title: |
Weighted similarity-based clustering of chemical structures and bioactivity data in early drug discovery |
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| Author(s): |
Nolen Joy Perualila-Tan, Ziv Shkedy, Willem Talloen, Hinrich W. H. Göhlmann, QSTAR Consortium, Marijke Van Moerbeke |
| Published: |
J. Bioinform. Comput. Biol., 14(4):1650018, 2016 doi:10.1142/S0219720016500189
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| Title: |
A joint modeling approach for uncovering associations between gene expression, bioactivity and chemical structure in early drug discovery to guide lead selection and genomic biomarker development |
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| Author(s): |
Nolen Perualila-Tan, Adetayo Kasim, Willem Talloen, Bie Verbist, Hinrich W.H. Göhlmann, QSTAR Consortium, Ziv Shkedy |
| Published: |
Stat. Appl. Genet. Mol. Biol., 15(4):1544-6115, 2016 doi:10.1515/sagmb-2014-0086
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| Title: |
Transcriptome profiling of antimicrobial resistance in Pseudomonas aeruginosa |
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| Author(s): |
Ariane Khaledi, Monika Schniederjans, Sarah Pohl, Roman Rainer, Ulrich Bodenhofer, Boyang Xia, Frank Klawonn, Sebastian Bruchmann,
Matthias Preusse, Denitsa Eckweiler, Andreas Dötsch, Susanne Häussler |
| Published: |
Antimicrob. Agents Chemother., 60(8):4722-4733, 2016 doi:10.1128/AAC.00075-16
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| Title: |
Hsa-miR-375 is a predictor of local control in early stage breast cancer |
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| Author(s): |
Franz Zehentmayr, Cornelia Hauser-Kronberger, Barbara Zellinger, Falk Hlubek, Claudia Schuster, Ulrich Bodenhofer, Gerd Fastner, Heinz Deutschmann, Philipp Steininger, Roland Reitsamer, Thorsten Fischer, Felix Sedlmayer |
Published: |
Clin. Epigenetics, 8:28, 2016 doi:10.1186/s13148-016-0198-1 |
| Download: |
PDF
|
| Title: |
DeepTox: Toxicity Prediction using Deep Learning |
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| Author(s): |
Andreas Mayr, Günter Klambauer, Thomas Unterthiner, Sepp Hochreiter |
Published: |
Front. Environ. Sci. 3:80., 2015 doi:10.3389/fenvs.2015.00080 |
| Download: |
PDF |
| Abstract: |
Abstract
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| Title: |
Long Short-Term Memory For Autonomous Driving Cars |
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| Author(s): |
Michael Treml, José Arjona-Medina, Thomas Unterthiner, Rupesh Durgesh, Felix Friedmann, Peter Schuberth, Andreas Mayr, Martin Heusel, Markus Hofmarcher, Michael Widrich, Ulrich Bodenhofer, Bernhard Nessler, Sepp Hochreiter |
| Published: |
Workshop on Machine Learning for Intelligent Transport Systems, Conference Neural Information Processing Systems Foundation (NIPS 2016), December 5-10, 2016 |
| Downdload: |
PDF
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| Title: |
Deep Learning for predicting synergy effects of drug combinations |
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| Author(s): |
Kristina Preuer, Günter Klambauer, Sepp Hochreiter |
| Published: |
Women in Machine Learning Workshop, Conference Neural Information Processing Systems Foundation (NIPS 2016), December 5-10, 2016 |
| Downdload: |
-
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| Title: |
HapRFN: a deep learning method for identifying short IBD segments |
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| Author(s): |
Gundula Povysil, Djork-Arné Clevert, Sepp Hochreiter |
| Published: |
Women in Machine Learning Workshop, Conference Neural Information Processing Systems Foundation (NIPS 2016), December 5-10, 2016 |
| Downdload: |
-
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| Title: |
Speeding up Semantic Segmentation for Autonomous Driving |
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| Author(s): |
Michael Treml, José Arjona-Medina, Thomas Unterthiner, Rupesh Durgesh, Felix Friedmann, Peter Schuberth, Andreas Mayr, Martin Heusel, Markus Hofmarcher, Michael Widrich, Bernhard Nessler, Sepp Hochreiter |
| Published: |
Workshop on Machine Learning for Intelligent Transport Systems, Conference Neural Information Processing Systems Foundation (NIPS 2016), December 5-10, 2016 |
| Downdload: |
PDF
|
| Title: |
panelcn.MOPS: CNV detection in targeted panel sequencing data for diagnostic use |
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| Author(s): |
Gundula Povysil, Antigoni Tzika, Julia Vogt, Verena Haunschmid, Ludwine Messiaen, Katharina Wimmer, Günter Klambauer, Sepp Hochreiter |
| Published: |
Poster at Annual Meeting of the American Society of Human Genetics (ASHG 2016), Vancouver, Canada, October 18-22, 2016 |
| Downdload: |
PDF
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| Title: |
HapRNF: a deep learning method to identify short IBD segments |
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| Author(s): |
Gundula Povysil, Djork-Arné Clevert, Sepp Hochreiter |
| Published: |
Poster at Annual Meeting of the American Society of Human Genetics (ASHG 2016), Vancouver, Canada, October 18-22, 2016 |
| Downdload: |
PDF
|
| Title: |
Deep Learning for Drug Target Prediction |
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| Author(s): |
Thomas Unterthiner, Andreas Mayr, Günter Klambauer, Sepp Hochreiter |
| Published: |
Poster at GPU Technology Conference Europe (GTC Europe), September 26-29, 2016
Best-Paper Award |
| Downdload: |
-
|
| Title: |
Long Short-Term Memory For Autonomous Driving Cars |
|
| Author(s): |
Michael Treml |
| Published: |
Poster at GPU Technology Conference Europe (GTC Europe), September 26-29, 2016 |
| Downdload: |
-
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| Title: |
Rectified Factor Networks for Biclustering |
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| Author(s): |
Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter |
| Published: |
Workshop Paper at International Conference on Learning Representations (ICLR 2016), San Juan, Puerto Rico, May 2-4, 2016 |
| Downdload: |
PDF
|
| Title: |
Understanding Very Deep Networks via Volume Conservation |
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| Author(s): |
Thomas Unterthiner, Sepp Hochreiter |
| Published: |
Workshop Paper at International Conference on Learning Representations (ICLR 2016), San Juan, Puerto Rico, May 2-4, 2016 |
| Downdload: |
PDF
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| Title: |
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) |
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| Author(s): |
Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter |
| Published: |
International Conference on Learning Representations (ICLR 2016), San Juan, Puerto Rico, May 2-4, 2016 |
| Downdload: |
arXiv:1511.07289 [cs.LG] / PDF
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| Title: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R |
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| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, 2016
|
| Title: |
Introduction |
|
| Author(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 1-10, 2016
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| Title: |
δ-biclustering and FLOC Algorithm |
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| Author(s): |
Adetayo Kasim, Sepp Hochreiter, Ziv Shkedy |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 37-48, 2016
|
| Title: |
The Plaid Model |
|
| Author(s): |
Ziv Shkedy, Ewoud De Troyer, Adetayo Kasim, Sepp Hochreiter, Heather Turner |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 73-88, 2016
|
| Title: |
FABIA |
|
| Author(s): |
Sepp Hochreiter |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 99-117, 2016
|
| Title: |
Gene Expression Experiments in Drug Discovery |
|
| Author(s): |
Willem Talloen, Hinrich W.H. Göhlmann, Bie Verbist, Nolen Joy Perualila, Ziv Shkedy, Adetayo Kasim, QSTAR Consortium |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 159-174, 2016
|
| Title: |
Biclustering Methods in Chemoinformatics and Molecular Modeling |
|
| Author(s): |
Nolen Joy Perualila, Ziv Shkedy, Aakash Chavan Ravindranath, Georgios Drakakis, Sonia Liggi, Andreas Bender, Adetayo Kasim, QSTAR Consortium, Willem Talloen, Hinrich W.H. Göhlmann |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 175-202, 2016
|
| Title: |
Ranking of Biclusters in Drug Discovery Experiments |
|
| Author(s): |
Nolen Joy Perualila, Ziv Shkedy, Sepp Hochreiter, Djork-Arné Clevert |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 223-238, 2016
|
| Title: |
HapFABIA: Biclustering for Detecting Identity by Descent |
|
| Author(s): |
Sepp Hochreiter |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 239-259, 2016
|
| Title: |
The BiclustGUI Package |
|
| Author(s): |
Ewoud De Troyer, Martin Otava, Jitao David Zhang, Setia Pramana, Tatsiana Khamiakova, Sebastian Kaiser, Martin Sill, Aedin Culhane, Daniel Gusenleitner,Pierre Gestraud, Gabor Csardi, Mengsteab Aregay, Sepp Hochreiter, Gunter Klambauer, Djork-Arné Clevert, Tobias Verbeke, Nolen Joy Perualila, Adetayo Kasim, Ziv Shkedy |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 321-348, 2016
|
| Title: |
biclustGUI Shiny App |
|
| Author(s): |
Ewoud De Troyer, Rudradev Sengupta, Martin Otava, Jitao David Zhang, Sebastian Kaiser, Aedin Culhane, Daniel Gusenleitner, Pierre Gestraud, Gabor Csardi, Sepp Hochreiter, Gunter Klambauer, Djork-Arné Clevert, Nolen Joy Perualila, Adetayo Kasim, Ziv Shkedy |
| Editor(s): |
Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen |
| Published: |
Applied Biclustering Methods for Big and High-Dimensional Data Using R, Taylor & Francis Group, Chapman & Hall/CRC Biostatistics Series, ISBN 9781482208238, pp. 373-383, 2016
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