Publications

250 entries « 2 of 5 »

2018

Montavon, G; Samek, W; Müller, KR

Methods for interpreting and understanding deep neural networks Journal Article

Digital Signal Processing, 73 (1-15), 2018.

BibTeX

Heim, D; Montavon, G; Hufnagl, P; Müller, K; Klauschen, F

Computational analysis reveals histotype-dependent molecular profile and actionable mutation effects across cancers Journal Article

Genome Medicine, 10 (1), pp. 83, 2018.

BibTeX

Feldhay, R; R, Jürgen; Schemmel, M; Valleriani, M

Emergence and Expansion of Preclassical Mechanics Book

Springer, 2018.

BibTeX

2017

Salcher, M; Mcguire, A; Muthurangu, V; Kelm, M; Kuehne, T; Naci, H; CARDIOPROOF,

Avoidable costs of stenting for aortic coarctation in the United Kingdom: an economic model Journal Article

BMC Health Serv Res, 17 (12), pp. 258, 2017.

BibTeX

Gelß, P; Klus, S; Matera, S; Schütte, C

Nearest-Neighbor Interaction Systems in the Tensor Train Format Journal Article

Journal of Computational Physics, 2017.

BibTeX

Fernandes, JF; Goubergrits, L; Brüning, J; Hellmeier, F; Nordmeyer, S; da Silva, TF; Schubert, S; Berger, F; Kuehne, T; Kelm, M; Consortium, CARDIOPROOF

Beyond Pressure Gradients: The Effects of Intervention on Heart Power in Aortic Coarctation Journal Article

PLOS ONE, 12 (1), 2017.

BibTeX

Graßhoff, G; Mittenhuber, F; Rinner, E

Of paths and places: the origin of Ptolemy’s Geography Journal Article

Archive for History of Exact Sciences, 71 , pp. 81–101, 2017.

BibTeX

Blanchard, G; Mücke, N

Optimal Rates For Regularization Of Statistical Inverse Learning Problems Journal Article

Foundations of Computational Mathematics, 2017.

BibTeX

Conrad, TOF; Genzel, M; Cvetkovic, N; Wolkow, N; Leichtle, A; Vybiral, J; Kutyniok, G; Schütte, C

Sparse Proteomics Analysis–a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data Journal Article

BMC Bioinformatics, 18 (160), 2017.

BibTeX

Rath, B; Conrad, TOF; Myles, P; Alchikh, M; Ma, X; Hoppe, C; Tief, F; Chen, X; Obermeier, P; Kisler, B

Influenza and other respiratory viruses: standardizing disease severity in surveillance and clinical trials Journal Article

Expert Review of Anti-infective Therapy, 15 (6), pp. 545-568, 2017.

BibTeX

Shao, B; Cannistraci, CV; Conrad, TOF

Epithelial Mesenchymal Transition Network-Based Feature Engineering in Lung Adenocarcinoma Prognosis Prediction Using Multiple Omic Data Journal Article

Genomics and Computational Biology, 3 (3), 2017.

BibTeX

Graßhoff, G

Living according to the seasons – the power of parapēgmata Book Chapter

In: M Formisano, P Van der Eijk (Eds.): Knowledge, Text and Practice in Ancient Technical Writing, pp. 200-216, Cambridge University Press, 2017.

BibTeX

Montavon, G; Bach, S; Binder, A; Samek, W; Müller, KR

Explaining NonLinear Classification Decisions with Deep Taylor Decomposition Journal Article

Pattern Recognition, 65 , pp. 211-222, 2017.

BibTeX

Schütt, KT; Arbabzadah, F; Chmiela, S; Müller, KR

Quantum-chemical insights from deep tensor neural networks Journal Article

Nature communications, 8 , 2017.

Links | BibTeX

Mukherjee, N; Calviello, L; Hirsekorn, A; de Pretis, S; Pelizzola, M; Ohler, U

Integrative classification of human coding and noncoding genes through RNA metabolism profiles Journal Article

Nature Structural & Molecular Biology, 24 , pp. 86-96, 2017.

BibTeX

Valleriani, M

The Structures of Practical Knowledge Book

Springer, Dordrecht, 2017.

BibTeX

Valleriani, M

The Epistemology of Practical Knowledge Book Chapter

Valleriani, M (Ed.): The Structures of Practical Knowledge, Springer, Dordrecht, 2017.

BibTeX

Valleriani, M

The Tracts on The Sphere. Knowledge Reconstruct over a Network Book Chapter

Valleriani, M (Ed.): The Structures of Practical Knowledge, Springer, Dordrecht, 2017.

BibTeX

Conrad, T; Genzel, M; Cvetkovic, N; Wulkow, N; Leichtle, A; Vybiral, J; Kutyniok, G; Schütte, C

Sparse Proteomics Analysis - a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data Journal Article

BMC Bioinformatics, 18 (160), 2017.

BibTeX

Gupta, P; Gramatke, A; Einspanier, R; Schütte, C; von Kleist, M; Sharbati, J

In silico cytotoxicity assessment on cultured rat intestinal cells deduced from cellular impedance measurements Journal Article

Toxicology in Vitro, 41 , 2017.

BibTeX

Klus, S; Nüske, F; Koltai, P; Wu, H; Kevrekidis, I; Schütte, C; Noé, F

Data-driven model reduction and transfer operator approximation Journal Article

Journal of Nonlinear Science, 2017.

BibTeX

Benn, A; Hiepen, C; Osterland, M; Schütte, C; Zwijsen, A; Knaus, P

BMP receptor-dependent SMAD1/5 and p38 MAPK signaling pathways balance stalk and tip cell competence Journal Article

BMC Biology, 2017.

BibTeX

2016

Ji, M; Caire, G; Molisch, AF

Wireless device-to-device caching networks: Basic principles and system performance Journal Article

IEEE Journal on Selected Areas in Communications , 34 (1), pp. 176-189, 2016.

BibTeX

Ji, M; Caire, G; Molisch, AF

Fundamental limits of caching in wireless D2D networks Journal Article

IEEE Transactions on Information Theory, 62 (2), pp. 849-869, 2016.

BibTeX

Paschos, G; Bastug, E; Land, I; Caire, G; Debbah, M

Wireless caching: Technical misconceptions and business barriers Journal Article

IEEE Communications Magazine, 54 (8), pp. 16-22, 2016.

BibTeX

Vega, I; Schütte, C; Conrad, TOF

Finding metastable states in real-world time series with recurrence networks Journal Article

Physica A: Statistical Mechanics and its Applications, 445 , pp. 1-17, 2016.

BibTeX

You, X; Conrad, TOF

Acfs: accurate circRNA identification and quantification from RNA-Seq data Journal Article

Scientific Reports, 6 , 2016.

BibTeX

Crozier, A; Augustin, CM; Neic, A; Prassl, AJ; Holler, M; Fastl, TE; Hennemuth, A; Bredies, K; Kuehne, T; Bishop, MJ; Niederer, SA; Plank, G

Image-Based Personalization of Cardiac Anatomy for Coupled Electromechanical Modeling Journal Article

Ann Biomed Eng, 44 (1), pp. 58-70, 2016.

BibTeX

Neugebauer, M; Glöckler, M; Goubergrits, L; Kelm, M; Kuehne, T; Hennemuth, A

Interactive virtual stent planning for the treatment of coarctation of the aorta Journal Article

Int J Comput Assist Radiol Surg, 11 (1), pp. 133-44, 2016.

BibTeX

Montavon, G; Müller, KR; Cuturi, M

Wasserstein Training of Restricted Boltzmann Machines Journal Article

Advances in Neural Information Processing Systems, pp. 3718−3726, 2016.

BibTeX

Samek, W; Binder, A; Montavon, G; Bach, S; Müller, KR

Evaluating the Visualization of What a Deep Neural Network has Learned Journal Article

IEEE Transactions on Neural Networks and Learning Systems, PP (99), pp. 1-14, 2016.

BibTeX

Bach, S; Binder, A; Montavon, G; Müller, KR; Samek, W

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Journal Article

IEEE Conference on Computer Vision and Pattern Recognition, pp. 2912−2920, 2016.

BibTeX

Calviello, L; Mukherjee, N; Wyler, E; Zauber, H; Hirsekorn, A; Selbach, M; Landthaler, M; Obermayer, B; Ohler, U

Detecting actively translated open reading frames in ribosome profiling data Journal Article

Nature Methods, 13 , pp. 165-70, 2016.

BibTeX

Montavon, G; Lapuschkin, S; Binder, A; Samek, W; Müller, KR

Explaining Nonlinear Classification Decisions with Deep Taylor Decomposition Journal Article

Pattern Recognition, 2016.

BibTeX

Valleriani, M

Hydrostatics and Pneumatics in Antiquity Book Chapter

Irby, GL (Ed.): A Companion to Science, Technology, and Medicine in Ancient Greece and Rome, 1 , pp. 145-160, Wiley-Blackwell, 2016.

BibTeX

Franke, M; Ibrahim, DM; Andrey, G; Schwarzer, W; Heinrich, V; Schopflin, R; Kraft, K; Kempfer, R; Jerkovic, I; Chan, WL; Spielmann, M; Timmermann, B; Wittler, L; Kurth, I; Cambiaso, P; Zuffardi, O; Houge, G; Lambie, L; Brancati, F; Pombo, A; Vingron, M; Spitz, F; Mundlos, S

Formation of new chromatin domains determines pathogenicity of genomic duplications Journal Article

Nature, 538 (7624), pp. 265-269, 2016.

BibTeX

Love, MI; Huska, MR; Jurk, M; Schopflin, R; Starick, SR; Schwahn, K; Cooper, SB; Yamamoto, KR; Thomas-Chollier, M; Vingron, M; Meijsing, SH

Role of the chromatin landscape and sequence in determining cell type-specific genomic glucocorticoid receptor binding and gene regulation Journal Article

Nucleic acids research, 2016.

BibTeX

Wiegand, T; Schwarz, H

Fundamentals of Source and Video Coding Journal Article

NOW Publishers: Foundations and Trends in Signal Processing, 2016.

BibTeX

Wintergrün, D; Lalli, R; Laubichler, M; Valleriani, M; Renn, J

Netzwerke Als Wissensspeicher Book Chapter

Mittelstraß, J; Rüdiger, U (Ed.): Die Zukunft Der Wissensspeicher: Forschen, Sammeln Und Vermitteln Im 21. Jahrhundert, pp. 35-79, München, 2016.

BibTeX

Brentjes, S; Renn, J (Ed.)

Globalization of Knowledge in the Post-Antique Mediterranean, 700–1500 Book

London, 2016.

BibTeX

2015

Renn, J; Janssen, M

Arch and scaffold: How Einstein found his field equations Journal Article

Physics Today, pp. 30-36, 2015.

BibTeX

Bach, S; Binder, A; Montavon, G; Klauschen, F; Müller, KR; Samek, W

On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation Journal Article

PLOS ONE, 10 (7), 2015.

BibTeX

Goubergrits, L; Riesenkampff, E; Yevtushenko, P; Schaller, J; Kertzscher, U; Hennemuth, A; Berger, F; Schubert, S; Kuehne, T

MRI-based computational fluid dynamics for diagnosis and treatment prediction: Clinical validation study in patients with coarctation of aorta Journal Article

J Magn Reson Imaging, 41 (4), pp. 909-16, 2015.

BibTeX

Maghsudi, S; Stanczak, S

Channel Selection for Network-assisted D2D Communication via No-Regret Bandit Learning with Calibrated Forecasting Journal Article

IEEE Transactions on Wireless Communications, 14 (3), pp. 1309-1322, 2015.

BibTeX

Acqualagna, L; Bosse, S; Porbadnigk, A; Curio, G; Müller, KR; Wiegand, T; Blankertz, B

EEG-based classification of video quality perception using steady state visual evoked potentials (SSVEPs) Journal Article

Journal of Neural Engineering, 2015.

BibTeX

Penna, F; Stanczak, S

Decentralized eigenvalue algorithms for distributed signal detection in cognitive networks Journal Article

IEEE Transactions on Signal Processing, 63 (2), pp. 427-440, 2015.

BibTeX

Ji, M; Caire, G; Molisch, AF

The throughput-outage trade-off in wireless one-hop caching networks Journal Article

IEEE Transactions on Information Theory, 61 (12), pp. 6833-6859, 2015.

BibTeX

Bach, S; Binder, A; Montavon, G; Klauschen, F; Müller, KR; Samek, W

On Pixel-wise Explanations for Non-Linear Classifier Decisions by Layer-wise Relevance Propagation Journal Article

PLOS ONE, 10 (7), 2015.

BibTeX

Duttke, SH; Lacadie, SA; Ibrahim, MM; Glass, CK; Corcoran, DL; Benner, C; Heinz, S; Kadonaga, JT; Ohler, U

Human Promoters Are Intrinsically Directional Journal Article

Mol Cell, 57 , pp. 674-84, 2015.

BibTeX

Bach, S; Binder, A; Montavon, G; Klauschen, F; Müller, KR; Samek, W

On Pixel-wise Explanations for Non-Linear Classifier Decisions by Layer-wise Relevance Propagation Journal Article

PLOS ONE, 10 (7), 2015.

BibTeX

250 entries « 2 of 5 »