Rebecca B. Riggins

Orcid: 0000-0002-1555-4431

According to our database1, Rebecca B. Riggins authored at least 14 papers between 2008 and 2014.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2014
Robust identification of transcriptional regulatory networks using a Gibbs sampler on outlier sum statistic.
Bioinform., 2014

2013
Reconstruction of Transcriptional Regulatory Networks by Stability-Based Network Component Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

2012
Reconstruction of Transcription Regulatory Networks by Stability-Based Network Component Analysis.
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012

2011
Identifying cancer biomarkers by network-constrained support vector machines.
BMC Syst. Biol., 2011

Motif-guided sparse decomposition of gene expression data for regulatory module identification.
BMC Bioinform., 2011

2010
Multilevel support vector regression analysis to identify condition-specific regulatory networks.
Bioinform., 2010

Identification of Transcriptional Regulatory Networks by Learning the Marginal Function of Outlier Sum Statistic.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009
Identification of condition-specific regulatory modules through multi-level motif and mRNA expression analysis.
Int. J. Comput. Biol. Drug Des., 2009

Differential dependency network analysis to identify condition-specific topological changes in biological networks.
Bioinform., 2009

A Systems Biology Approach to Identify Affected Regulatory and Signaling Circuits in Protein Interaction Networks.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

2008
Sparse Decomposition of Gene Expression Data to Infer Transcriptional Modules Guided by Motif Information.
Proceedings of the Bioinformatics Research and Applications, 2008

Network-Constrained Support Vector Machine for Classification.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Exploring Transcriptional Modules Through Integrative Gene Clustering Guided by Transcription Factor Binding Information.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

Identification of Condition-specific Regulatory Modules by Multi-level Motif and mRNA Expression Analysis.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008


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