 | 2012 |
| 15 |  | Sutirtha Chakraborty,
Somnath Datta,
Susmita Datta:
Surrogate variable analysis using partial least squares (SVA-PLS) in gene expression studies.
Bioinformatics 28(6): 799-806 (2012) |
| 2011 |
| 14 |  | Jie Fan,
Somnath Datta:
Fitting marginal accelerated failure time models to clustered survival data with potentially informative cluster size.
Computational Statistics & Data Analysis 55(12): 3295-3303 (2011) |
| 2010 |
| 13 |  | Susmita Datta,
Vasyl Pihur,
Somnath Datta:
An adaptive optimal ensemble classifier via bagging and rank aggregation with applications to high dimensional data.
BMC Bioinformatics 11: 427 (2010) |
| 12 |  | Ryan Gill,
Somnath Datta,
Susmita Datta:
A statistical framework for differential network analysis from microarray data.
BMC Bioinformatics 11: 95 (2010) |
| 2009 |
| 11 |  | Vasyl Pihur,
Susmita Datta,
Somnath Datta:
RankAggreg, an R package for weighted rank aggregation.
BMC Bioinformatics 10: (2009) |
| 2008 |
| 10 |  | Vasyl Pihur,
Somnath Datta,
Susmita Datta:
Reconstruction of genetic association networks from microarray data: a partial least squares approach.
Bioinformatics 24(4): 561-568 (2008) |
| 2007 |
| 9 |  | Vasyl Pihur,
Susmita Datta,
Somnath Datta:
Weighted rank aggregation of cluster validation measures: a Monte Carlo cross-entropy approach.
Bioinformatics 23(13): 1607-1615 (2007) |
| 2006 |
| 8 |  | Susmita Datta,
Somnath Datta:
Validation Measures for Clustering Algorithms Incorporating Biological Information.
IMSCCS (1) 2006: 131-135 |
| 7 |  | Susmita Datta,
Somnath Datta:
Evaluation of clustering algorithms for gene expression data.
BMC Bioinformatics 7(S-4): (2006) |
| 6 |  | Susmita Datta,
Somnath Datta:
Methods for evaluating clustering algorithms for gene expression data using a reference set of functional classes.
BMC Bioinformatics 7: 397 (2006) |
| 2005 |
| 5 |  | Susmita Datta,
Somnath Datta:
Empirical Bayes screening of many p-values with applications to microarray studies.
Bioinformatics 21(9): 1987-1994 (2005) |
| 2004 |
| 4 |  | Somnath Datta,
Susmita Datta:
An Empirical Bayes Adjustment to Multiple p-values for the Detection of Differentially Expressed Genes in Microarray Experiments.
APBC 2004: 155-159 |
| 3 |  | Glen A. Satten,
Somnath Datta,
Hercules Moura,
Adrian R. Woolfitt,
Maria da G. Carvalho,
George M. Carlone,
Barun K. De,
Antonis Pavlopoulos,
John R. Barr:
Standardization and denoising algorithms for mass spectra to classify whole-organism bacterial specimens.
Bioinformatics 20(17): 3128-3136 (2004) |
| 2 |  | Susmita Datta,
Glen A. Satten,
Dale J. Benos,
Jiazeng Xia,
Martin J. Heslin,
Somnath Datta:
An empirical bayes adjustment to increase the sensitivity of detecting differentially expressed genes in microarray experiments.
Bioinformatics 20(2): 235-242 (2004) |
| 2003 |
| 1 |  | Susmita Datta,
Somnath Datta:
Comparisons and validation of statistical clustering techniques for microarray gene expression data.
Bioinformatics 19(4): 459-466 (2003) |