David M. Rocke

According to our database, David M. Rocke authored at least 28 papers between 1999 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification.

John T. Halloran, David M. Rocke

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Learning Concave Conditional Likelihood Models for Improved Analysis of Tandem Mass Spectra.

John T. Halloran, David M. Rocke

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra.

John T. Halloran, David M. Rocke

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2009

Papers on normalization, variable selection, classification or clustering of microarray data.

David M. Rocke, Trey Ideker, Olga G. Troyanskaya, John Quackenbush, Joaquín Dopazo

Bioinform., 2009

Detecting glycan cancer biomarkers in serum samples using MALDI FT-ICR mass spectrometry data.

Donald A. Barkauskas, Hyun Joo An, Scott R. Kronewitter, Maria Lorna de Leoz, Helen K. Chew, Ralph W. de Vere White, Gary S. Leiserowitz, Suzanne Miyamoto, Carlito B. Lebrilla, David M. Rocke

Bioinform., 2009

2008

Baseline Correction for NMR Spectroscopic Metabolomics Data Analysis.

Yuanxin Xi, David M. Rocke

BMC Bioinform., 2008

Assessing probe-specific dye and slide biases in two-color microarray data.

Ruixiao Lu, Geun-Cheol Lee, Michael Shultz, Chris Dardick, Kihong Jung, Jirapa Phetsom, Yi Jia, Robert H. Rice, Zelanna Goldberg, Patrick S. Schnable, Pamela C. Ronald, David M. Rocke

BMC Bioinform., 2008

2007

On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve.

Jingjing Ye, Hao Liu, Crystal Kirmiz, Carlito B. Lebrilla, David M. Rocke

BMC Bioinform., 2007

2005

A robust testing procedure for the equality of covariance matrices.

Shagufta Aslam, David M. Rocke

Comput. Stat. Data Anal., 2005

An expression index for Affymetrix GeneChips based on the generalized logarithm.

Lei Zhou, David M. Rocke

Bioinform., 2005

A method for detection of differential gene expression in the presence of inter-individual variability in response.

David M. Rocke, Zelanna Goldberg, Chad Schweitert, Alison Santana

Bioinform., 2005

2004

Classification of contamination in salt marsh plants using hyperspectral reflectance.

Machelle D. Wilson, Susan L. Ustin, David M. Rocke

IEEE Trans. Geosci. Remote. Sens., 2004

A knowledge-based model of watershed assessment for sediment.

Jian J. Dai, Stefan Lorenzato, David M. Rocke

Environ. Model. Softw., 2004

On partial least squares dimension reduction for microarray-based classification: a simulation study.

Danh V. Nguyen, David M. Rocke

Comput. Stat. Data Anal., 2004

Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator.

Johanna S. Hardin, David M. Rocke

Comput. Stat. Data Anal., 2004

Variance-stabilizing transformations for two-color microarrays.

Blythe Durbin, David M. Rocke

Bioinform., 2004

2003

Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data.

David M. Rocke, Jian J. Dai

Data Min. Knowl. Discov., 2003

Approximate Variance-stabilizing Transformations for Gene-expression Microarray Data.

David M. Rocke, Blythe Durbin

Bioinform., 2003

Transformation and normalization of oligonucleotide microarray data.

Sue C. Geller, Jeff P. Gregg, Paul Hagerman, David M. Rocke

Bioinform., 2003

Estimation of Transformation Parameters for Microarray Data.

Blythe Durbin, David M. Rocke

Bioinform., 2003

2002

Partial least squares proportional hazard regression for application to DNA microarray survival data.

Danh V. Nguyen, David M. Rocke

Bioinform., 2002

Multi-class cancer classification via partial least squares with gene expression profiles.

Danh V. Nguyen, David M. Rocke

Bioinform., 2002

Tumor classification by partial least squares using microarray gene expression data.

Danh V. Nguyen, David M. Rocke

Bioinform., 2002

A variance-stabilizing transformation for gene-expression microarray data.

Blythe Durbin, Johanna S. Hardin, Douglas M. Hawkins, David M. Rocke

Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology, 2002

Computational Connections between Robust Multivariate Analysis and Clustering.

David M. Rocke, David L. Woodruff

Proceedings of the COMPSTAT 2002, 2002

2001

A Model for Measurement Error for Gene Expression Arrays.

David M. Rocke, Blythe Durbin

J. Comput. Biol., 2001

2000

A GIS-based approach to spatial allocation of area source solvent emissions.

Jian J. Dai, David M. Rocke

Environ. Model. Softw., 2000

1999

Bootstrapping in Controlled Calibration Experiments.

Geoffrey Jones, David M. Rocke

Technometrics, 1999