David M. Rocke

31 papers A* 2A 1Journal 26Unranked 2

Year	Rank	Type	Title / Venue / Authors
2020	A*	`conf`	GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification. NeurIPS John T. Halloran, David M. Rocke
2020	J	`jnl`	GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification. CoRR John T. Halloran, David M. Rocke
2019	J	`jnl`	Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. CoRR John T. Halloran, David M. Rocke
2019	J	`jnl`	Learning Concave Conditional Likelihood Models for Improved Analysis of Tandem Mass Spectra. CoRR John T. Halloran, David M. Rocke
2018	A*	`conf`	Learning Concave Conditional Likelihood Models for Improved Analysis of Tandem Mass Spectra. NeurIPS John T. Halloran, David M. Rocke
2017	—	`conf`	Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. NIPS John T. Halloran, David M. Rocke
2009	J	`jnl`	Detecting glycan cancer biomarkers in serum samples using MALDI FT-ICR mass spectrometry data. Bioinform. 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
2009	J	`jnl`	Papers on normalization, variable selection, classification or clustering of microarray data. Bioinform. David M. Rocke, Trey Ideker, Olga G. Troyanskaya, John Quackenbush, Joaquín Dopazo
2008	J	`jnl`	Assessing probe-specific dye and slide biases in two-color microarray data. BMC Bioinform. 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
2008	J	`jnl`	Baseline Correction for NMR Spectroscopic Metabolomics Data Analysis. BMC Bioinform. Yuanxin Xi, David M. Rocke
2007	J	`jnl`	On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve. BMC Bioinform. Jingjing Ye, Hao Liu, Crystal Kirmiz, Carlito B. Lebrilla, David M. Rocke
2005	J	`jnl`	A method for detection of differential gene expression in the presence of inter-individual variability in response. Bioinform. David M. Rocke, Zelanna Goldberg, Chad Schweitert, Alison Santana
2005	J	`jnl`	A robust testing procedure for the equality of covariance matrices. Comput. Stat. Data Anal. Shagufta Aslam, David M. Rocke
2005	J	`jnl`	An expression index for Affymetrix GeneChips based on the generalized logarithm. Bioinform. Lei Zhou, David M. Rocke
2004	J	`jnl`	A knowledge-based model of watershed assessment for sediment. Environ. Model. Softw. Jian J. Dai, Stefan Lorenzato, David M. Rocke
2004	J	`jnl`	Classification of contamination in salt marsh plants using hyperspectral reflectance. IEEE Trans. Geosci. Remote. Sens. Machelle D. Wilson, Susan L. Ustin, David M. Rocke
2004	J	`jnl`	On partial least squares dimension reduction for microarray-based classification: a simulation study. Comput. Stat. Data Anal. Danh V. Nguyen, David M. Rocke
2004	J	`jnl`	Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator. Comput. Stat. Data Anal. Johanna S. Hardin, David M. Rocke
2004	J	`jnl`	Variance-stabilizing transformations for two-color microarrays. Bioinform. Blythe Durbin, David M. Rocke
2003	J	`jnl`	Approximate Variance-stabilizing Transformations for Gene-expression Microarray Data. Bioinform. David M. Rocke, Blythe Durbin
2003	J	`jnl`	Estimation of Transformation Parameters for Microarray Data. Bioinform. Blythe Durbin, David M. Rocke
2003	J	`jnl`	Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data. Data Min. Knowl. Discov. David M. Rocke, Jian J. Dai
2003	J	`jnl`	Transformation and normalization of oligonucleotide microarray data. Bioinform. Sue C. Geller, Jeff P. Gregg, Paul Hagerman, David M. Rocke
2002	A	`conf`	A variance-stabilizing transformation for gene-expression microarray data. ISMB Blythe Durbin, Johanna S. Hardin, Douglas M. Hawkins, David M. Rocke
2002	—	`conf`	Computational Connections between Robust Multivariate Analysis and Clustering. COMPSTAT David M. Rocke, David L. Woodruff
2002	J	`jnl`	Multi-class cancer classification via partial least squares with gene expression profiles. Bioinform. Danh V. Nguyen, David M. Rocke
2002	J	`jnl`	Partial least squares proportional hazard regression for application to DNA microarray survival data. Bioinform. Danh V. Nguyen, David M. Rocke
2002	J	`jnl`	Tumor classification by partial least squares using microarray gene expression data. Bioinform. Danh V. Nguyen, David M. Rocke
2001	J	`jnl`	A Model for Measurement Error for Gene Expression Arrays. J. Comput. Biol. David M. Rocke, Blythe Durbin
2000	J	`jnl`	A GIS-based approach to spatial allocation of area source solvent emissions. Environ. Model. Softw. Jian J. Dai, David M. Rocke
1999	J	`jnl`	Bootstrapping in Controlled Calibration Experiments. Technometrics Geoffrey Jones, David M. Rocke