Dougherty, Edward individual record
Distinguished Professor

My research focuses on genomic signal processing and image analysis.

selected publications
Academic Articles363
  • Braga-Neto, U. M., & Dougherty, E. R. (2015). Error Estimation for Pattern Recognition. John Wiley & Sons, Inc..
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  • Shmulevich, I., & Dougherty, E. R. (2014). Genomic signal processing.
  • Dougherty, E. R., Bittner, M. L., & Akay, M. (2011). Epistemology of the Cell: A Systems Perspective on Biological Knowledge.
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  • Hirata, R., Brun, M., Barrera, J., & Dougherty, E. R. (2006). Aperture filters: Theory, application, and multiresolution analysis.
  • Hua, J., Sima, C., Cypert, M., Dougherty, E. R., Trent, J. M., & Bittner, M. L. (2016). Dynamical analysis of drug efficacy and mechanism of action using GFP reporters. Biometrics: Concepts, Methodologies, Tools, and Applications. (pp. 1145-1174). IGI Global.
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  • Huang, Y., & Dougherty, E. R. (2008). Probabilistic Boolean Networks as Models for Gene Regulation. Analysis of Microarray Data: A Network-Based Approach. (pp. 205-242). Wiley-VCH Verlag GmbH & Co. KGaA.
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  • Datta, A., Choudhary, A., Bittner, M. L., & Dougherty, E. R. (2007). Modeling and control in cancer genomics. Modeling and Control of Complex Systems. (pp. 339-366).
  • Dougherty, E. R., & Attoor, S. N. (2006). Design issues and comparison of methods for microarray-based classification. Computational and Statistical Approaches to Genomics. (pp. 119-136). Springer Us.
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  • Chen, Y., Dougherty, E. R., Bittner, M. L., Meltzer, P., & Trent, J. (2006). Microarray image analysis and gene expression ratio statistics. Computational and Statistical Approaches to Genomics. (pp. 1-19). Springer Us.
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Conference Papers210
chaired theses and dissertations
First Name
Last Name
mailing address
Texas A&M University; Electrical Engineering; 3128 TAMU
College Station, TX 77843-3128