Publications

See All

Author: No categories See All

Topic: No categories See All

Year: No categories See All



Journal: IEEE Transactions on Signal Processing

M. Imani and U.M. Braga-Neto, "Maximum-Likelihood Adaptive Filter for Partially-ObservedBoolean Dynamical Systems", IEEE Transactions on Signal Processing, Vol. 65, No. 2, Jan 2017, pp. 359-371.  (Journal Publication)  [More Details]  [Online]

Xiaoning Qian and Edward R. Dougherty, "Bayesian regression with network prior: Optimal Bayesian filtering perspective", IEEE Transactions on Signal Processing, 64(23):6243-6253, 2016.  (Book Chapter)  [More Details]  [Online]

Dalton L.A. and Dougherty E.R., "Intrinsically Optimal Bayesian Robust Filtering", IEEE Transactions on Signal Processing 62(3): 657-670 (2014).   (Journal Publication)  [More Details]  [Online]

Byung-Jun Yoon, Xiaoning Qian, and Edward R. Dougherty, "Quantifying the objective cost of uncertainty in complex dynamical systems", IEEE Transactions on Signal Processing, vol. 61, no. 9, pp. 2256-2266, May 2013  (Journal Publication)  [More Details]  [Online]

Yousefi, M. R., Datta, A., and Dougherty, E. R., "Optimal Intervention Strategies for Therapeutic Methods With Fixed-Length Duration of Drug Effectiveness", IEEE Transactions on Signal Processing, Vol. 60, No. 9, 4930-4944  (Journal Publication)  [More Details]  [Online]

Dalton, L., and Dougherty, E. R., "Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error – Part I: Representation", IEEE Transactions on Signal Processing, Vol. 60, No. 5, 2575-2587, 2012  (Journal Publication)  [More Details]  [Online]

Dalton, L., and Dougherty, E. R., "Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error—Part II: Consistency and Performance Analysis", IEEE Transactions on Signal Processing, Vol. 60, No. 5, 2588-2603, 2012  (Journal Publication)  [More Details]  [Online]

Zollanvari, A., Braga-Neto, U. M., and Dougherty E. R., "Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis", IEEE Transactions on Signal Processing, Vol. 59, No. 9, 4238-4255, September, 2011  (Journal Publication)  [More Details]  [Online]

Lori A. Dalton, Edward R. Dougherty, "Bayesian Minimum Mean-Square Error Estimation for Classification Error – Part I: Definition and the Bayesian MMSE Error Estimator for Discrete Classification", IEEE Transactions on Signal Processing 59(1): 115-129 (2011)  (Journal Publication)  [More Details]  [Online]

Lori A. Dalton, Edward R. Dougherty, "Bayesian Minimum Mean-Square Error Estimation for Classification Error – Part II: Linear Classification of Gaussian Models", IEEE Transactions on Signal Processing 59(1): 130-144 (2011)  (Journal Publication)  [More Details]  [Online]

Xiaoning Qian and Edward R. Dougherty, "Effect of function perturbation on the steady state distribution of genetic regulatory networks: optimal structural intervention", IEEE Transactions on Signal Processing, 56(10):4966--4976, 2008.  (Journal Publication)  [More Details]  [Online]