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Edward R. Dougherty

Affiliations: 
Electrical and Computer Engineering Texas A & M University, College Station, TX, United States 
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Yoganand Balagurunathan grad student 2001 Texas A & M
Seungchan Kim grad student 2001 Texas A & M
Chao Sima grad student 2006 Texas A & M
Yufei Xiao grad student 2007 Texas A & M
Wentao Zhao grad student 2008 Texas A & M
Babak Faryabi grad student 2009 Texas A & M
Golnaz Vahedi grad student 2009 Texas A & M
Amin Zollanvari grad student 2010 Texas A & M
Lori A. Dalton grad student 2012 Texas A & M
Noushin Ghaffari grad student 2012 Texas A & M
Ritwik K. Layek grad student 2012 Texas A & M
Youting Sun grad student 2012 Texas A & M

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Publications

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Kim E, Ivanov I, Dougherty ER. (2020) Network Classification based on Reducibility with respect to the Stability of Canalizing Power of Genes in a Gene Regulatory Network - a Boolean Network Modeling Perspective. Ieee/Acm Transactions On Computational Biology and Bioinformatics
Zhao G, Qian X, Yoon B, et al. (2020) Model-Based Robust Filtering and Experimental Design for Stochastic Differential Equation Systems Ieee Transactions On Signal Processing. 68: 3849-3859
Braga-Neto UM, Dougherty ER. (2020) Machine Learning Requires Probability and Statistics [Perspectives] Ieee Signal Processing Magazine. 37: 118-122
Imani M, Dougherty ER, Braga-Neto U. (2020) Boolean Kalman filter and smoother under model uncertainty Automatica. 111: 108609
Hajiramezanali E, Imani M, Braga-Neto U, et al. (2019) Scalable optimal Bayesian classification of single-cell trajectories under regulatory model uncertainty. Bmc Genomics. 20: 435
Karbalayghareh A, Braga-Neto U, Dougherty ER. (2019) Classification of Single-Cell Gene Expression Trajectories from Incomplete and Noisy Data. Ieee/Acm Transactions On Computational Biology and Bioinformatics. 16: 193-207
Zollanvari A, Dougherty ER. (2019) Optimal Bayesian Classification With Vector Autoregressive Data Dependency Ieee Transactions On Signal Processing. 67: 3073-3086
Dehghannasiri R, Shahrokh Esfahani M, Dougherty ER. (2018) An experimental design framework for Markovian gene regulatory networks under stationary control policy. Bmc Systems Biology. 12: 137
Dalton LA, Benalcázar ME, Dougherty ER. (2018) Optimal clustering under uncertainty. Plos One. 13: e0204627
Imani M, Dehghannasiri R, Braga-Neto UM, et al. (2018) Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty. Cancer Informatics. 17: 1176935118790247
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