Theis, Fabian J. : rechercher sur Z-Library

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1

Inferring population dynamics from single-cell RNA-sequencing time series data

Fischer, David S., Fiedler, Anna K., Kernfeld, Eric M., Genga, Ryan M. J., Bastidas-Ponce, Aimée, Bakhti, Mostafa, Lickert, Heiko, Hasenauer, Jan, Maehr, Rene, Theis, Fabian J.

Journal:

Nature Biotechnology

Année:

2019

Langue:

english

Fichier:

PDF, 13.79 MB

english, 2019

2

Deep learning: new computational modelling techniques for genomics

Eraslan, Gökcen, Avsec, Žiga, Gagneur, Julien, Theis, Fabian J.

Journal:

Nature Reviews Genetics

Année:

2019

Fichier:

PDF, 1.69 MB

2019

3

[Lecture Notes in Computer Science] Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing Volume 11729 (28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part III) ||

Tetko, Igor V., Kůrková, Věra, Karpov, Pavel, Theis, Fabian

Année:

2019

Langue:

english

Fichier:

PDF, 115.22 MB

english, 2019

4

[Lecture Notes in Computer Science] Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation Volume 11727 (28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part I) ||

Tetko, Igor V., Kůrková, Věra, Karpov, Pavel, Theis, Fabian

Année:

2019

Langue:

english

Fichier:

PDF, 89.05 MB

english, 2019

5

[Lecture Notes in Computer Science] Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning Volume 11728 (28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part II) ||

Tetko, Igor V., Kůrková, Věra, Karpov, Pavel, Theis, Fabian

Année:

2019

Langue:

english

Fichier:

PDF, 71.70 MB

english, 2019

6

A Vine-copula Based Adaptive MCMC Sampler for Efficient Inference of Dynamical Systems

Schmidl, Daniel, Czado, Claudia, Hug, Sabine, Theis, Fabian J.

Journal:

Bayesian Analysis

Année:

2013

Langue:

english

Fichier:

PDF, 796 KB

english, 2013

7

Rejoinder

Schmidl, Daniel, Czado, Claudia, Hug, Sabine, Theis, Fabian J.

Journal:

Bayesian Analysis

Année:

2013

Langue:

english

Fichier:

PDF, 904 KB

english, 2013

8

Reconstructing cell cycle and disease progression using deep learning

Eulenberg, Philipp, Köhler, Niklas, Blasi, Thomas, Filby, Andrew, Carpenter, Anne E., Rees, Paul, Theis, Fabian J., Wolf, F. Alexander

Journal:

Nature Communications

Année:

2017

Langue:

english

Fichier:

PDF, 1.42 MB

english, 2017

9

[Lecture Notes in Computer Science] Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series Volume 11730 (28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part IV) ||

Tetko, Igor V., Kůrková, Věra, Karpov, Pavel, Theis, Fabian

Année:

2019

Langue:

english

Fichier:

PDF, 62.57 MB

english, 2019

10

[Lecture Notes in Computer Science] Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions Volume 11731 (28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings) ||

Tetko, Igor V., Kůrková, Věra, Karpov, Pavel, Theis, Fabian

Année:

2019

Langue:

english

Fichier:

PDF, 90.86 MB

english, 2019

11

The ad coefficient as a descriptive measure of the within-group agreement of ratings

Ludwig Kreuzpointner, Patricia Simon, Fabian J. Theis

Journal:

British Journal of Mathematical and Statistical Psychology

Année:

2010

Langue:

english

Fichier:

PDF, 205 KB

english, 2010

12

The Heckscher–Ohlin model and the network structure of international trade

Thushyanthan Baskaran, Florian Blöchl, Tilman Brück, Fabian J. Theis

Journal:

International Review of Economics & Finance

Année:

2011

Langue:

english

Fichier:

PDF, 399 KB

english, 2011

13

Colored Subspace Analysis: Dimension Reduction Based on a Signal's Autocorrelation Structure

Theis, Fabian J

Journal:

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications

Année:

2010

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2010

14

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 7191 || Nonparametric Modelling of ECG: Applications to Denoising and to Single Sensor Fetal ECG Extraction

Theis, Fabian, Cichocki, Andrzej, Yeredor, Arie, Zibulevsky, Michael

Année:

2012

Langue:

english

Fichier:

PDF, 261 KB

english, 2012

15

An automatic method for robust and fast cell detection in bright field images from high-throughput microscopy

Buggenthin, Felix, Marr, Carsten, Schwarzfischer, Michael, Hoppe, Philipp S, Hilsenbeck, Oliver, Schroeder, Timm, Theis, Fabian J

Journal:

BMC Bioinformatics

Année:

2013

Langue:

english

Fichier:

PDF, 592 KB

english, 2013

16

Decoding the transcriptional program for blood development from whole tissue single-cell gene expression measurements

Moignard, Victoria, Woodhouse, Steven, Haghverdi, Laleh, Lilly, Josh, Tanaka, Yosuke, Wilkinson, Adam, Buettner, Florian, Nishikawa, Shin-Ichi, Piterman, Nir, Kouskoff, Valerie, Theis, Fabian, Fisher,

Journal:

Experimental Hematology

Année:

2014

Langue:

english

Fichier:

PDF, 59 KB

english, 2014

17

Money Circulation, Trackable Items, and the Emergence of Universal Human Mobility Patterns

Brockmann, Dirk, Theis, Fabian

Journal:

IEEE Pervasive Computing

Année:

2008

Langue:

english

Fichier:

PDF, 2.46 MB

english, 2008

18

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 7191 ||

Theis, Fabian, Cichocki, Andrzej, Yeredor, Arie, Zibulevsky, Michael

Année:

2012

Langue:

english

Fichier:

PDF, 12.62 MB

english, 2012

19

Linear Geometric ICA: Fundamentals and Algorithms

Theis, Fabian J., Jung, Andreas, Puntonet, Carlos G., Lang, Elmar W.

Journal:

Neural Computation

Année:

2003

Langue:

english

Fichier:

PDF, 247 KB

english, 2003

20

Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells

Buettner, Florian, Natarajan, Kedar N, Casale, F Paolo, Proserpio, Valentina, Scialdone, Antonio, Theis, Fabian J, Teichmann, Sarah A, Marioni, John C, Stegle, Oliver

Journal:

Nature Biotechnology

Année:

2015

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2015

21

Patterns of Subnet Usage Reveal Distinct Scales of Regulation in the Transcriptional Regulatory Network of Escherichia coli

Marr, Carsten, Theis, Fabian J., Liebovitch, Larry S., Hütt, Marc-Thorsten, Babu, M. Madan

Journal:

PLoS Computational Biology

Année:

2010

Langue:

english

Fichier:

PDF, 1.09 MB

english, 2010

22

Separation of Uncorrelated Stationary time series using Autocovariance Matrices

Miettinen, Jari, Illner, Katrin, Nordhausen, Klaus, Oja, Hannu, Taskinen, Sara, Theis, Fabian J.

Journal:

Journal of Time Series Analysis

Année:

2016

Langue:

english

Fichier:

PDF, 416 KB

english, 2016

23

Diffusion pseudotime robustly reconstructs lineage branching

Haghverdi, Laleh, Büttner, Maren, Wolf, F Alexander, Buettner, Florian, Theis, Fabian J

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 2.19 MB

english, 2016

24

Maternal whole blood cell miRNA-340 is elevated in gestational diabetes and inversely regulated by glucose and insulin

Stirm, Laura, Huypens, Peter, Sass, Steffen, Batra, Richa, Fritsche, Louise, Brucker, Sara, Abele, Harald, Hennige, Anita M., Theis, Fabian, Beckers, Johannes, Hrabě de Angelis, Martin, Fritsche, Andr

Journal:

Scientific Reports

Année:

2018

Langue:

english

Fichier:

PDF, 3.01 MB

english, 2018

25

SCANPY: large-scale single-cell gene expression data analysis

Wolf, F. Alexander, Angerer, Philipp, Theis, Fabian J.

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2018

26

Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms

Plant, Claudia, Thai, Son Mai, Shao, Junming, Theis, Fabian J., Meyer-Baese, Anke, Böhm, Christian

Journal:

Advances in Artificial Neural Systems

Année:

2012

Langue:

english

Fichier:

PDF, 2.47 MB

english, 2012

27

A map of β-cell differentiation pathways supports cell therapies for diabetes

Theis, Fabian J., Lickert, Heiko

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 266 KB

english, 2019

28

A map of β-cell differentiation pathways supports cell therapies for diabetes

Theis, Fabian J., Lickert, Heiko

Journal:

Année:

2019

Fichier:

PDF, 266 KB

2019

29

Model-based analysis of response and resistance factors of cetuximab treatment in gastric cancer cell lines

RaimÃºndez, Elba, Keller, Simone, Ebert, Karolin, Hug, Sabine, Theis, Fabian J., Maier, Dieter, Luber, Birgit, Hasenauer, Jan, Gallo, James

Journal:

PLoS Computational Biology

Année:

2020

Fichier:

PDF, 4.93 MB

2020

30

Topological Constructions in the o–Graph Calculus

Fabian J. Theis

Journal:

Mathematische Nachrichten

Année:

2002

Langue:

english

Fichier:

PDF, 303 KB

english, 2002

31

Blind source separation based on self-organizing neural network

Anke Meyer-Bäse, Peter Gruber, Fabian Theis, Simon Foo

Journal:

Engineering Applications of Artificial Intelligence

Année:

2006

Langue:

english

Fichier:

PDF, 277 KB

english, 2006

32

ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data

Peter Gruber, Anke Meyer-Bäse, Simon Foo, Fabian J. Theis

Journal:

Engineering Applications of Artificial Intelligence

Année:

2009

Langue:

english

Fichier:

PDF, 705 KB

english, 2009

33

Biologically meaningful update rules increase the critical connectivity of generalized Kauffman networks

Dominik M. Wittmann, Carsten Marr, Fabian J. Theis

Journal:

Journal of Theoretical Biology

Année:

2010

Langue:

english

Fichier:

PDF, 583 KB

english, 2010

34

On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms

Fabian J. Theis, Gonzalo A. García

Journal:

Signal Processing

Année:

2006

Langue:

english

Fichier:

PDF, 1.19 MB

english, 2006

35

Joint low-rank approximation for extracting non-Gaussian subspaces

Motoaki Kawanabe, Fabian J. Theis

Journal:

Signal Processing

Année:

2007

Langue:

english

Fichier:

PDF, 654 KB

english, 2007

36

Reconstruction of graphs based on random walks

Dominik M. Wittmann, Daniel Schmidl, Florian Blöchl, Fabian J. Theis

Journal:

Theoretical Computer Science

Année:

2009

Langue:

english

Fichier:

PDF, 1000 KB

english, 2009

37

Comparison of maximum entropy and minimal mutual information in a nonlinear setting

Fabian J. Theis, Ch. Bauer, Elmar W. Lang

Journal:

Signal Processing

Année:

2002

Langue:

english

Fichier:

PDF, 134 KB

english, 2002

38

MicroRNAs coordinately regulate protein complexes

Steffen Sass, Sabine Dietmann, Ulrike Burk, Simone Brabletz, Dominik Lutter, Andreas Kowarsch, Klaus F Mayer, Thomas Brabletz, Andreas Ruepp, Fabian Theis, Yu Wang

Journal:

BMC Systems Biology

Année:

2011

Langue:

english

Fichier:

PDF, 482 KB

english, 2011

39

Gaussian graphical modeling reconstructs pathway reactions from high-throughput metabolomics data

Jan Krumsiek, Karsten Suhre, Thomas Illig, Jerzy Adamski, Fabian J Theis

Journal:

BMC Systems Biology

Année:

2011

Langue:

english

Fichier:

PDF, 1.45 MB

english, 2011

40

A bilinear algorithm for sparse representations

Pando Georgiev, Panos Pardalos, Fabian Theis

Journal:

Computational Optimization and Applications

Année:

2007

Langue:

english

Fichier:

PDF, 355 KB

english, 2007

41

Theoretical Analysis of Time-to-Peak Responses in

Fabian J. Theis, Sebastian Bohl, Ursula Klingmüller

Journal:

Bulletin of Mathematical Biology

Année:

2011

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2011

42

Effective Parameters Determining the Information Flow in Hierarchical Biological Systems

Florian Blöchl, Dominik M. Wittmann, Fabian J. Theis

Journal:

Bulletin of Mathematical Biology

Année:

2011

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2011

43

The Sox17-mCherry fusion mouse line allows visualization of endoderm and vascular endothelial development

Ingo Burtscher, Wenke Barkey, Michael Schwarzfischer, Fabian J. Theis, Heiko Lickert

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 7.63 MB

english, 2012

44

Mobile decision support for transplantation patient data

Andreas Krause, Dominik Hartl, Fabian Theis, Manfred Stangl, Klaus E Gerauer, Alexander T Mehlhorn

Journal:

International Journal of Medical Informatics

Année:

2004

Langue:

english

Fichier:

PDF, 77 KB

english, 2004

45

A geometric algorithm for overcomplete linear ICA

Fabian J. Theis, Elmar W. Lang, Carlos G. Puntonet

Journal:

Année:

2004

Langue:

english

Fichier:

PDF, 992 KB

english, 2004

46

A robust model for spatiotemporal dependencies

Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar W. Lang

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 464 KB

english, 2008

47

ICA over finite fields—Separability and algorithms

Harold W. Gutch, Peter Gruber, Arie Yeredor, Fabian J. Theis

Journal:

Signal Processing

Année:

2012

Langue:

english

Fichier:

PDF, 735 KB

english, 2012

48

The signal separation evaluation campaign (2007–2010): Achievements and remaining challenges

Emmanuel Vincent, Shoko Araki, Fabian Theis, Guido Nolte, Pau Bofill, Hiroshi Sawada, Alexey Ozerov, Vikrham Gowreesunker, Dominik Lutter, Ngoc Q.K. Duong

Journal:

Signal Processing

Année:

2012

Langue:

english

Fichier:

PDF, 179 KB

english, 2012

49

Multi-scale modeling of GMP differentiation based on single-cell genealogies

Carsten Marr, Michael Strasser, Michael Schwarzfischer, Timm Schroeder, Fabian J. Theis

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 661 KB

english, 2012

50

Odefy - From discrete to continuous models

Jan Krumsiek, Sebastian Pölsterl, Dominik M Wittmann, Fabian J Theis

Journal:

BMC Bioinformatics

Année:

2010

Langue:

english

Fichier:

PDF, 1.72 MB

english, 2010