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'''Edward R. Dougherty''' is an [[United States|American]] [[mathematician]], [[electrical engineer]], Robert M. Kennedy '26 Chair, and [[Distinguished Professor]]<ref name="distinguished-prof" /> of [[Electrical Engineering]] at [[Texas A&M University]].<ref name="ERD's departmental directory" /> He is also the Scientific Director of its the Center for Bioinformatics and Genomic Systems Engineering.<ref name="CBGSE"/> Dougherty is a specialist in nonlinear image processing, small-sample classification problems, and modeling gene regulatory networks. He is the Fellow of IEEE and SPIE.
'''Edward R. Dougherty''' is an [[United States|American]] [[mathematician]], [[electrical engineer]], Robert M. Kennedy '26 Chair, and [[Distinguished Professor]]<ref name="distinguished-prof" /> of [[Electrical Engineering]] at [[Texas A&M University]].<ref name="ERD's departmental directory" /> He is also the Scientific Director of the Center for Bioinformatics and Genomic Systems Engineering.<ref name="CBGSE"/> Dougherty is a specialist in nonlinear image processing, small-sample classification problems, and modeling gene regulatory networks. He is the Fellow of IEEE and SPIE.


Dougherty is the author of 16 books ranging from basic probability books to advanced computational biology and genomic systems engineering ones. He proposed the Probabilistic Boolean Network (PBN) model for gene regulatory networks.<ref name=pbn-paper/> PBNs have been extensively used for intervention and classification in genomic problems. He has also introduced the notion of Bolstered Error Estimation<ref name=bolstered/> and Coefficient of Determination for Nonlinear Signal Processing.<ref name=cod/>
Dougherty is the author of 16 books ranging from basic probability books to advanced computational biology and genomic systems engineering ones. He proposed the Probabilistic Boolean Network (PBN) model for gene regulatory networks<ref name=pbn-paper/>. PBNs have been extensively used for intervention and classification in genomic problems<ref name=pbn-control-pal-1/><ref name=pbn-datta-external-control/>. He has also introduced the notion of Bolstered Error Estimation<ref name=bolstered/> and Coefficient of Determination for Nonlinear Signal Processing.<ref name=cod/>


==Honors and awards==
==Honors and awards==
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{{Reflist|
{{Reflist|
refs=
refs=
<ref name=pbn-control-pal-1>{{cite journal|last1=Pal|first1=Ranadip|last2=Datta|first2=Aniruddha|last3=Bittner|first3=Michael|last4=Dougherty; Edward R.|title=Intervention in context-sensitive probabilistic Boolean networks|journal=Bioinformatics|date=2005|volume=21|issue=7|pages=1211--1218|url=http://bioinformatics.oxfordjournals.org/content/21/7/1211.short}}</ref>
<ref name=pbn-datta-external-control>{{cite journal|last1=Datta|first1=Aniruddha|last2=et. al|title=External control in Markovian genetic regulatory networks|journal=Machine Learning|date=2003|volume=52|issue=1-2|pages=169-191|url=http://link.springer.com/article/10.1023/A:1023909812213}}</ref>
<ref name="ERD's departmental directory">[http://engineering.tamu.edu/electrical/people/edougherty ]</ref>
<ref name="ERD's departmental directory">[http://engineering.tamu.edu/electrical/people/edougherty ]</ref>
<ref name="fellow-ieee">[http://theinstitute.ieee.org/people/achievements/introducing-the-2012-fellows ]</ref>
<ref name="fellow-ieee">[http://theinstitute.ieee.org/people/achievements/introducing-the-2012-fellows ]</ref>

Revision as of 06:01, 8 October 2014

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Edward R. Dougherty
Born (1945-09-10) September 10, 1945 (age 78)
New Jersey, USA
NationalityAmerican
Alma materRutgers University, (Ph.D. 1974)
Fairleigh Dickinson University, (B.S. and MS, 1967, 1969)
Scientific career
FieldsMathematics, Electrical Engineering, Bioinformatics
InstitutionsTexas A&M University, since 1996, Rochester Institute of Technology,1988-1996, Fairleigh Dickinson University,1972-1988
Doctoral advisorJoanne Elliott

Edward R. Dougherty is an American mathematician, electrical engineer, Robert M. Kennedy '26 Chair, and Distinguished Professor[1] of Electrical Engineering at Texas A&M University.[2] He is also the Scientific Director of the Center for Bioinformatics and Genomic Systems Engineering.[3] Dougherty is a specialist in nonlinear image processing, small-sample classification problems, and modeling gene regulatory networks. He is the Fellow of IEEE and SPIE.

Dougherty is the author of 16 books ranging from basic probability books to advanced computational biology and genomic systems engineering ones. He proposed the Probabilistic Boolean Network (PBN) model for gene regulatory networks[4]. PBNs have been extensively used for intervention and classification in genomic problems[5][6]. He has also introduced the notion of Bolstered Error Estimation[7] and Coefficient of Determination for Nonlinear Signal Processing.[8]

Honors and awards

Bibliography

  • Dougherty, Edward; Bittner, Michael (2011). Epistemology of the Cell: A Systems Perspective on Biological Knowledge. IEEE.
  • Shmulevich, Ilya; Dougherty, Edward (2010). Probabilistic Boolean Networks: The Modeling and Control of Gene Regulatory Networks. New York: SIAM Press.
  • Shmulevich, Ilya; Dougherty, Edward (2007). Genomic Signal Processing. Princeton: Princeton University Press.
  • Datta, Aniruddha; Dougherty, Edward (2007). Introduction to Genomic Signal Processing with Control. New York: CRC Press.
  • Dougherty, Edward (2003). Hands-On Morphological Image Processing. Bellingham: SPIE Press.
  • Dougherty, Edward (1999). Random Processes for Image and Signal Processing. Bellingham: Series on Imaging Science and Engineering, SPIE Press and IEEE Presses.
  • Dougherty, Edward; Astola, Jaakko (1994). An Introduction to Nonlinear Image Processing. Bellingham: SPIE Press.

References

  1. ^ a b "'University Distinguished Professor' Titles Awarded To Six Texas A&M Faculty Members - TAMUtimes". TAMUtimes, the voice of Texas A&M University, College Station, TX. Retrieved 6 October 2014.
  2. ^ [1]
  3. ^ "Edward R. Dougherty - CBGSE". Retrieved 6 October 2014.
  4. ^ Shmulevich, Ilya; Dougherty, Edward (2002). "Probabilistic Boolean Networks: A Rule-based Uncertainty Model for Gene Regulatory Networks". Bioinformatics. 18 (2): 261–274.
  5. ^ Pal, Ranadip; Datta, Aniruddha; Bittner, Michael; Dougherty; Edward R. (2005). "Intervention in context-sensitive probabilistic Boolean networks". Bioinformatics. 21 (7): 1211--1218.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  6. ^ Datta, Aniruddha; et al. (2003). "External control in Markovian genetic regulatory networks". Machine Learning. 52 (1–2): 169–191. {{cite journal}}: Explicit use of et al. in: |last2= (help)
  7. ^ Braga-Neto, Ulisses; Dougherty, Edward (2004). "Bolstered error estimation". Pattern Recognition. 37 (6): 1267–1281.
  8. ^ Dougherty, Edward; et al. (2000). "Coefficient of determination in nonlinear signal processing". Signal Processing. 80 (10): 2219–2235. {{cite journal}}: Explicit use of et al. in: |last2= (help)
  9. ^ [2]
  10. ^ [3]
  11. ^ a b "SPIE Fellows - Complete Listing". Retrieved 6 October 2014.

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