Genomic signal processing

IEEE Signal Processing Magazine

Volumn 29, Issue 3, 2012, Pages 124-129

  Dougherty, Edward R ^a,b,c  

^a Texas A and M University   (United States)

^b TRANSLATIONAL GENOMICS RESEARCH INSTITUTE   (United States)

^c UNIVERSITY OF TEXAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE COMPONENTS; MAGNETIC RESONANCE IMAGING; SYSTEM THEORY;

COMPLEX MACHINES; CONSTITUTIVE FUNCTIONS; GENOMIC-SIGNAL-PROCESSING; MATHEMATICAL FOUNDATIONS; OPERATIONAL SYSTEMS; THEORETICAL FRAMEWORK;

SIGNAL PROCESSING;

EID: 85032751617     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2012.2185868     Document Type: Article

References (14)

1. E. R. Dougherty and M. L. Bittner, Epistemology of the Cell: A Systems Perspective on Biological Knowledge (IEEE Press Series in Biomedical Engineering). Hoboken, NJ: Wiley, 2011.
2. N. Wiener, Cybernetics: Or Control and Communication in the Animal and Machine. Cambridge, MA: MIT Press, 1948.
3. C. H. Waddington, How Animals Develop. London: Allen & Unwin, 1935.
4. I. Shmulevich and E. R. Dougherty, Probabilistic Boolean Networks: The Modeling and Control of Gene Regulatory Networks. New York: SIAM, 2010.
5. R. Layek, A. Datta, M. L. Bittner, and E. R. Dougherty, "Cancer therapy design based on pathway logic," Bioinformatics, vol. 27, no. 4, pp. 548-555, 2011.
6. R. Layek, A. Datta, and E. R. Dougherty, "From biological pathways to networks," Mol. BioSyst., vol. 7, no. 3, pp. 843-851, 2011.
7. R. Pal, A. Datta, and E. R. Dougherty, "Optimal infinite horizon control for probabilistic Boolean networks- Part 2," IEEE Trans. Signal Processing, vol. 54, no. 6, pp. 2375-2387, 2006. (Pubitemid 43805580)
8. B. Faryabi, J.-F. Chamberland, G. Vahedi, A. Datta, and E. R. Dougherty, "Optimal intervention in asynchronous genetic regulatory networks," IEEE J. Select. Topics Signal Processing, vol. 2, no. 3, pp. 412-423, 2008.
9. X. Qian and E. R. Dougherty, "Effect of function perturbation on the steady-state distribution of genetic regulatory networks: Optimal structural intervention- Part 1," IEEE Trans. Signal Processing, vol. 56, no. 10, pp. 4966-4975, 2008.
10. F.-H. Hsu, E. Serpedin, Y. Chen, and E. R. Dougherty, "Stochastic modeling of the relationship between copy number and gene expression based on transcriptional logic," IEEE Trans. Biomed. Eng., vol. 59, no. 1, pp. 272-280, 2012.
11. A. Zollanvari, U. M. Braga-Neto, and E. R. Dougherty, "On the joint sampling distribution between the actual classification error and the resubstitution and leave-one-out error estimators for linear classifiers," IEEE Trans. Inform. Theory, vol. 56, no. 2, pp. 784-804, 2010.
12. A. Zollanvari, U. M. Braga-Neto, and E. R. Dougherty, "Analytic study of performance of error estimators for linear discriminant analysis," IEEE Trans. Signal Processing, vol. 59, no. 9, pp. 4238-4255, 2011.
13. L. Dalton and E. R. Dougherty, "Bayesian minimum mean-square error estimation for classification error-Part I: Definition and the Bayesian MMSE error estimator for discrete classification," IEEE Trans. Signal Processing, vol. 59, no. 1, pp. 115-129, 2011.
14. L. Dalton and E. R. Dougherty, "Bayesian minimum mean-square error estimation for classification error-Part II: Linear classification of Gaussian models," IEEE Trans. Signal Processing, vol. 59, no. 1, pp. 130-144, 2011.