Author

Roel Dobbe

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Claire J. Tomlin· 2 shared Joe W. GrayiD· 1 shared Palak Bhushan· 1 shared Young Hwan ChangiD· 1 shared

Activity by Year

2015-2016 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersSystems Biology

Claire J. Tomlin

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2 papers

Recent·Most cited

Reconstruction of Gene Regulatory Networks based on Repairing Sparse Low-rank Matrices

Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin

This paper introduces an algorithm to estimate bias in gene regulatory network inference under perturbations and repair common graph structures across perturbed networks.

IEEE/ACM Transactions on Computational Biology and Bioinformatics · Jul 1, 2016Peer-reviewedSystems Biology

Hybrid Systems Modeling for (Cancer) Systems Biology

Roel Dobbe, Claire J. Tomlin

This paper introduces hybrid systems modeling to address limitations of continuous dynamics in biological systems by incorporating discrete events like gene switching and mutations.

bioRxiv · Dec 23, 2015 · PreprintSystems Biology