Dougherty, Edward individual record
Distinguished Professor
overview

My research focuses on genomic signal processing and image analysis.

selected publications
Academic Articles381
  • Imani, .., Dougherty, E. R., & Braga-Neto, U. (2020). Boolean Kalman filter and smoother under model uncertainty. Automatica. 111, 108609-108609.
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  • Zollanvari, A., & Dougherty, E. R. (2019). Optimal Bayesian Classification With Vector Autoregressive Data Dependency. IEEE Transactions on Signal Processing. 67(12), 3073-3086.
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  • Boluki, S., Zamani Dadaneh, S., Qian, X., & Dougherty, E. R. (2019). Optimal clustering with missing values. BMC Bioinformatics. 20(Suppl 12), 321.
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  • Talapatra, A., Boluki, S., Duong, T., Qian, X., Dougherty, E., & Arróyave, R. (2018). Autonomous efficient experiment design for materials discovery with Bayesian model averaging. Physical Review Materials. 2(11), 113803.
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  • Dadaneh, S. Z., Dougherty, E. R., & Qian, X. (2018). Optimal Bayesian Classification With Missing Values. IEEE Transactions on Signal Processing. 66(16), 4182-4192.
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Books4
  • 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. John Wiley & Sons, Inc..
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  • Hirata, R., Brun, M., Barrera, J., & Dougherty, E. R. (2006). Aperture filters: Theory, application, and multiresolution analysis.
Chapters7
  • 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. (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 Papers220
in the news
patents
Patents2
  • Dougherty, E., Balagurunathan, Y., & Chen, Y. (2008). Simulating microarrays using a parameterized model.
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  • Shmulevich, I., Dougherty, E., & Zhang, W. (2007). Probabilistic boolean networks.
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chaired theses and dissertations
Email
e-dougherty@tamu.edu
First Name
Edward
Last Name
Dougherty
mailing address
Texas A&M University; Electrical Engineering; 3128 TAMU
College Station, TX 77843-3128
USA