H. Robert Frost

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Gene Expression Data

Random Matrix Theory

Sparse Principal Component Analysis

Top Venues

PLoS Comput. Biol.

Publications

H. Robert Frost
A generalized eigenvector centrality for multilayer networks with inter-layer constraints on adjacent node importance. Appl. Netw. Sci. 9 (1) (2024)
H. Robert Frost
Network analysis using Krylov subspace trajectories. CoRR (2024)
Courtney Schiebout, H. Robert Frost
CAraCAl: CAMML with the integration of chromatin accessibility. BMC Bioinform. 25 (1) (2024)
H. Robert Frost
Tissue-adjusted pathway analysis of cancer (TPAC): A novel approach for quantifying tumor-specific gene set dysregulation relative to normal tissue. PLoS Comput. Biol. 20 (1) (2024)
H. Robert Frost
Eigenvector centrality for multilayer networks with dependent node importance. CoRR (2022)
H. Robert Frost
Eigenvectors from Eigenvalues Sparse Principal Component Analysis. J. Comput. Graph. Stat. 31 (1) (2022)
Quang P. Nguyen, Anne G. Hoen, H. Robert Frost
CBEA: Competitive balances for taxonomic enrichment analysis. PLoS Comput. Biol. 18 (5) (2022)
H. Robert Frost
Iterative execution of discrete and inverse discrete Fourier transforms with applications for signal denoising via sparsification. CoRR (2022)
Courtney Schiebout, H. Robert Frost
CAMML with the Integration of Marker Proteins (ChIMP). Bioinform. 38 (23) (2022)
H. Robert Frost
Analyzing cancer gene expression data through the lens of normal tissue-specificity. PLoS Comput. Biol. 17 (6) (2021)
Xingyu Zheng, Christopher I. Amos, H. Robert Frost
Comparison of pathway and gene-level models for cancer prognosis prediction. BMC Bioinform. 21 (1) (2020)
Xingyu Zheng, Christopher I. Amos, H. Robert Frost
Cancer prognosis prediction using somatic point mutation and copy number variation data: a comparison of gene-level and pathway-based models. BMC Bioinform. 21 (1) (2020)
H. Robert Frost
Computation and application of tissue-specific gene set weights. Bioinform. 34 (17) (2018)
H. Robert Frost, Christopher I. Amos
A multi-omics approach for identifying important pathways and genes in human cancer. BMC Bioinform. 19 (1) (2018)
H. Robert Frost, Christopher I. Amos
Unsupervised gene set testing based on random matrix theory. BMC Bioinform. 17 (2016)
H. Robert Frost, Zhigang Li, Folkert W. Asselbergs, Jason H. Moore
An Independent Filter for Gene Set Testing Based on Spectral Enrichment. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
H. Robert Frost, Zhigang Li, Jason H. Moore
Spectral gene set enrichment (SGSE). BMC Bioinform. 16 (2015)
H. Robert Frost, Zhigang Li, Jason H. Moore
Principal component gene set enrichment (PCGSE). BioData Min. 8 (2015)
M. Tanveer Talukdar, H. Robert Frost, Solomon Gilbert Diamond
Modeling Neurovascular Coupling from Clustered Parameter Sets for Multimodal EEG-NIRS. Comput. Math. Methods Medicine 2015 (2015)
H. Robert Frost, Jason H. Moore
Optimization of gene set annotations via entropy minimization over variable clusters (EMVC). Bioinform. 30 (12) (2014)
Alexa T. McCray, Philip Trevvett, H. Robert Frost
Modeling the Autism Spectrum Disorder Phenotype. Neuroinformatics 12 (2) (2014)
H. Robert Frost, Alexa T. McCray
Markov Chain Ontology Analysis (MCOA). BMC Bioinform. 13 (2012)
Nora Kim, Peter C. Andrews, Folkert W. Asselbergs, H. Robert Frost, Scott M. Williams, Brent T. Harris, Cynthia Read, Kathleen D. Askland, Jason H. Moore
Gene ontology analysis of pairwise genetic associations in two genome-wide studies of sporadic ALS. BioData Min. 5 (2012)
Kei-Hoi Cheung, H. Robert Frost, M. Scott Marshall, Eric Prud'hommeaux, Matthias Samwald, Jun Zhao, Adrian Paschke
A journey to Semantic Web query federation in the life sciences. BMC Bioinform. 10 (S-10) (2009)
Brian Hazlehurst, H. Robert Frost, Dean F. Sittig, Victor J. Stevens
Application of Information Technology: MediClass: A System for Detecting and Classifying Encounter-based Clinical Events in Any Electronic Medical Record. J. Am. Medical Informatics Assoc. 12 (5) (2005)