Book Chapters

Dalton, L., A., and E. R. Dougherty, “Small-Sample Classification,” Information Science for Materials Discovery and Design, eds. T. Lookman, F. J. Alexander, and K. Rajan, Springer Series in Materials Science, 2016.

Zhou, X., Wang, X., and E. R. Dougherty, “Genomic Networks: Statistical Inference from Microarray Data,” Wiley Encyclopedia of Biomedical Engineering, ed. M. Akay, John Wiley & Sons, Hoboken, 2006.

Dougherty, E. R., Shmulevich, I., Chen, J., and Z. J. Wang, “Genomic Signal Processing: Perspectives,” Genomic Signal Processing and Statistics, eds. E. R. Dougherty, I. Shmulevich, J. Chen, and Z. J. Wang, EURASIP Book Series on Signal Processing and Communication, Hindawi Publishing Corporation, 2005.

Braga-Neto, U., and E. R. Dougherty, “Classification,” Genomic Signal Processing and Statistics, eds. E. R. Dougherty, I. Shmulevich, J. Chen, and Z. J. Wang, EURASIP Book Series on Signal Processing and Communication, Hindawi Publishing Corporation, 2005.

Shmulevich, I., and E. R. Dougherty, “Modeling Genetic Regulatory Networks with Probabilistic Boolean Networks,” Genomic Signal Processing and Statistics, eds. E. R. Dougherty, I. Shmulevich, J. Chen, and Z. J. Wang, EURASIP Book Series on Signal Processing and Communication, Hindawi Publishing Corporation, 2005.

Suh, E. B., Russ, D. E., Dougherty, E. R., Kim, S., Bittner, M. L., Chen, Y., and R. L. Martino, “Parallel Computation for Coefficients of Determination in the Context of Multivariate Gene-Expression Analysis,” Biocomputing, ed. P. Laplante, Nova Science, 2003.

Shmulevich, I., and E. R. Dougherty, “Genetic Regulatory Networks: A Nonlinear Signal Processing Perspective,” Nonlinear Signal and Image Processing: Theory, Methods, and Applications, eds. G. Arce and K. Barner, CRC Press, 2003.

Dougherty, E. R., and Attoor, S. N., “Design Issues and Comparison of Methods for Microarray-Based Classification,” Computational And Statistical Approaches To Genomics, eds. W. Zhang and I. Shmulevich, Kluwer Academic Publishers, New York, 2002.

Chen, Y., Dougherty, E. R., Bittner, M. L., Meltzer, P., and J. M. Trent, “Microarray Image Analysis and Gene Expression Ratio Statistics,” Computational And Statistical Approaches To Genomics, eds. W. Zhang and I. Shmulevich, Kluwer Academic Publishers, New York, 2002.

Suh, E. B., Dougherty, E. R., Kim, S., Bittner, M. L., Chen, Y., Russ, D. E., and R. R. Martino, “Parallel Computation and Visualization Tools for Codetermination Analysis of Multivariate Gene-Expression Relations,” Computational And Statistical Approaches To Genomics, eds. W. Zhang and I. Shmulevich, Kluwer Academic Publishers, New York, 2002.

Mousses, S., Bittner, M. L., Chen, Y., Dougherty, E. R., Baxevanis, A. Meltzer, P. S., and J. M. Trent, “Gene Expression Analysis by cDNA Microarrays,” Functional Genomics, eds., S. P. Hunt and F. J. Livesey, Oxford University Press, New York, 2000.

Hirata Jr, R., Dougherty, E. R., and J. Barrera, “Some Applications of Aperture Filters,” Mathematical Morphology and its Applications to Image and Signal Processing, eds. J. Goutsias, L. Vincent, and D. S. Bloomberg, Kluwer Academic Publishers, New York, 2000.

Dougherty, E. R., and Y. Chen, “Optimal and Adaptive Design of Reconstructive Granulometric Filters,” Mathematical Morphology and its Applications to Image and Signal Processing, eds. P. Maragos, R. W. Schafer, and M. A. Butt, Kluwer Academic Publishers, New York, 1996.

Dougherty, E. R., and Y. Chen, “Logical Granulometric Filtering in the Signal—Union—Clutter Model,” Random Sets, eds. J. Goutsis, R. P. S. Mahler, and H. T. Nguyen, Springer Science+Business Media, 1997.

Dougherty, E. R., “Unification of Nonlinear Filtering in the Context of Binary Logical Calculus, Part II: Gray-Scale Filters,” Mathematical Nonlinear Image Processing, eds., E. R. Dougherty and J. Astola, Springer US, New York, 1993.

Dougherty, E. R., and R. M. Haralick, “Unification of Nonlinear Filtering in the Context of Binary Logical Calculus, Part I: Binary Filters,” Mathematical Nonlinear Image Processing, eds., E. R. Dougherty and J. Astola, Springer US, New York, 1993.