Papers by Edward R. Dougherty

In this page, you can find all the papers of this author. For more information about the paper, click on the title.

A Bayesian Approach to Nonlinear Probit Gene Selection and Classification

Zhou, X., Wang, X., and Dougherty, E. R., Franklin Institute, Vol. 341, No. 1, 2, 137-156, 2004

A Bayesian Connectivity-Based Approach to Constructing Probabilistic Gene Regulatory Networks

Zhou, X., Wang, X., Pal, R., Ivanov, I., Bittner, M. L., and Dougherty, E. R., Bioinformatics, Vol. 20. No. 17, 2918-2927, November, 2004

A Constant-time Algorithm for Erosions/Dilations with Applications to Morphological Texture Feature Computation

Sivakumar, K., Patel, M. J., Kehtarnavaz, N., Balagurunathan, Y., and Dougherty, E. R., Real-Time Imaging, Vol. 6, 223-239, June, 2000

A Lattice-Based Minimal Gray-Scale Switching Algorithm for Obtaining the Optimal Increasing Filter from the Optimal Filter

Dougherty, E.R., Mathematical Imaging and Vision, Vol. 21, No. 1, 43-52, July, 2004

A Probabilistic Theory of Clustering

Dougherty, E. R., and Brun, M., Pattern Recognition, Vol. 37, No. 5, 917-925, May 2004

A Switching Algorithm for Design of Optimal Increasing Binary Filters over Large Windows

Hirata, N., Dougherty, E. R., and Barrera, J., Pattern Recognition, Vol. 33, No. 6, 1059-1081, June, 2000

Aperture Filters

Hirata, R., Dougherty, E. R., and Barrera, J., Signal Processing, Vol. 80, No. 4, 697-721, April, 2000

Application of Image-based Granulometry to Siliceous and Calcareous Estuarine and Marine Sediments

Franciškovic-Bilinski, S., Bilinski, H., Vdovic, N., Balagurunathan, Y., and Dougherty, E. R., Estuarine, Coastal, and Shelf Science, Vol. 58, No. 2, 227-239, October, 2003

Asymptotic Joint Normality of the Granulometric Moments

Sivakumar, K., Balagurunathan, Y., and Dougherty, E. R., Pattern Recognition Letters, Vol. 22, No. 14, 1537-1543, December, 2001

Automatic Design of Morphological Operators

Dougherty, E. R., Electronic Imaging, Vol. 13, No. 3, 486-491, July, 2004

Bayesian Robust Optimal Linear Filters

Grigoryan, A. M., and Dougherty, E. R., Signal Processing, Vol. 81, No. 12, 2503-2521, December, 2001

Binarization of Microarray Data Based on a Mixture Model

Zhou, X., Wang, X., and Dougherty, E. R., Molecular Cancer Therapeutics, Vol. 2, No. 7, 679-684, 2003

Bolstered Error Estimation

Braga-Neto, U. M., and Dougherty, E. R., Pattern Recognition, Vol. 37, No. 6, 1267-1281, June 2004

Boolean Relationships Among Genes Responsive to Ionizing Radiation in the NCI 60 ACDS

Pal, R., Datta, A., Fornace, A. J., Bittner, M. L., and Dougherty, E. R., Bioinformatics, 21, No. 8, 1542-1549, 2005

Can Markov Chain Models Mimic Biological Regulation

Kim, S., Li, H., Dougherty, E. R., Chao, N., Chen, Y., Bittner, M. L., and Suh, E. B., Biological Systems, Vol. 10, No. 4, 447-458, 2002

Chemopreventive n-3 Polyunsaturated Fatty Acids Reprogram Genetic Signatures During Colon Cancer Initiation and Progression in the Rat

Davidson, L. A., Nguyen, D. V., Hokanson, R. M., Callaway, E. S., Isett, R., Turner, N. D., Dougherty, E. R., Lupton, J. R., Carroll, R. J., and Chapkin, R. S., Cancer Research, Vol. 64, 6797-6804, September, 2004

Classification with Reject Option in Gene Expression Data

Hanczar, B., and Dougherty, E. R., Bioinformatics, Vol. 24, 1889-1895, doi: 10.1093/bioinformatics/btn349, September, 2008

Classifier Performance as a Function of Distributional Complexity

Attoor, S. N., and Dougherty, E. R., Pattern Recognition, Vol. 37, No. 8, 1629-1640, August, 2004

Coeffcient of Determination in Nonlinear Signal Processing

Dougherty, E. R., Kim, S., Chen, Y., Signal Processing, Vol. 80, 2219-2235, 2000

Comparing Automatic and Manual Image Processing in FLARE Assay Analysis for Colon Carcinogenesis

Leyk, M., Nguyen, D. V., Attoor, S. N., Dougherty, E. R., Turner, N. D., Bancroft, L. K., Chapkin, R. S., Lupton, J. R., and Carroll, R. J., Statistical Applications in Genetics and Molecular Biology, Vol. 4, No. 1, March, 2005