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Inferring gene regulatory networks from expression data

, and . volume 1 of Studies in Computational Intelligence, chapter 2, Springer, (2007)

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Dr. Quynh Ngo University of Stuttgart

Dataset for NMF-based Analysis of Mobile Eye-Tracking Data, , , and . Dataset, (2024)Related to: Daniel Klötzl, Tim Krake, Frank Heyen, Michael Becher, Maurice Koch, Daniel Weiskopf, and Kuno Kurzhals. 2024. NMF-Based Analysis of Mobile Eye-Tracking Data. In 2024 Symposium on Eye Tracking Research and Applications (ETRA ’24), June 4-7, 2024, Glasgow, United Kingdom. ACM, New York, NY, USA, 9 pages. doi: 10.1145/3649902.3653518.

Univ. -Prof. Ph. D. Mathias Niepert University of Stuttgart

Learning Disentangled Discrete Representations, , , and . Machine Learning and Knowledge Discovery in Databases : Research Track, volume 4 : Research Track of Lecture notes in computer science. Lecture notes in artificial intelligence, page 593-609. Cham, Springer, (2023)
 

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Multi-scale modeling reveals membrane domain variations as mechanism behind augmented ErbB receptor activation, , and . (2013)Computation of the posterior entropy in a Bayesian framework for parameter estimation in biological networks, , , and . Proc. IEEE Int. Conf. Control Applications (CCA), page 493-498. Yokohama, Japan, (2010)Part of IEEE Multi-Conference on Systems and Control (MSC).Systematic component selection for gene-network refinement, , and . Bioinformatics, 22 (21): 2674-2680 (2006)Bayesian inference of gene regulatory networks using gene expression time series data, and . Bioinformatics Research and Development, BIRD07, 4414, Springer, (2007)Parameter estimation and identifiability of biological networks using relative data, , , and . Proceedings IFAC 2011, (2011)Analysis of heterogeneous cell populations: A density-based modeling and identification framework, , , , , and . Journal of Process Control, 21 (10): 1417--1425 (2011)A comparison of likelihoods for dynamic stochastic models of biological networks, , and . Proceedings of Workshop of Computational Biology (WCSB09), (2009)Inference of an oscillating model for the yeast cell cycle, and . Discrete Appl. Math., 157 (10): 2285-2295 (2008)Determinants of robustness in spindle assembly checkpoint signalling, , , , , , , , , and . Nat. Cell. Biol., 15 (11): 1328-1339 (2014)Convergence of posteriors for structurally non-identified problems using results from the theory of inverse problems, and . J Inverse Ill-Pose P, 22 (2): 251-276 (2014)