Frank Dondelinger
Orcid: 0000-0003-1816-6300
According to our database1,
Frank Dondelinger
authored at least 15 papers
between 2010 and 2023.
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Bibliography
2023
IEEE J. Biomed. Health Informatics, July, 2023
CoRR, 2023
2021
A regularized functional regression model enabling transcriptome-wide dosage-dependent association study of cancer drug response.
PLoS Comput. Biol., 2021
Simulating the impact of noise on gait features extracted from smartphone sensor-data for the remote assessment of movement disorders.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Identification of Intrinsic Drug Resistance and Its Biomarkers in High-Throughput Pharmacogenomic and CRISPR Screens.
Patterns, 2020
2019
2017
Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study.
Bioinform., 2017
2014
2013
Machine learning approach to reconstructing signalling pathways and interaction networks in biology.
PhD thesis, 2013
Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure.
Mach. Learn., 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2010
Inferring species interaction networks from species abundance data: A comparative evaluation of various statistical and machine learning methods.
Ecol. Informatics, 2010
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Heterogeneous Continuous Dynamic Bayesian Networks with Flexible Structure and Inter-Time Segment Information Sharing.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010