| 2024 | UAI | Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity. | Mingzhou Fan, Byung-Jun Yoon, Edward R. Dougherty, Nathan M. Urban, Francis J. Alexander, Raymundo Arryave, Xiaoning Qian |
| 2022 | ICASSP | Adaptive Group Testing with Mismatched Models. | Mingzhou Fan, Byung-Jun Yoon, Francis J. Alexander, Edward R. Dougherty, Xiaoning Qian |
| 2021 | AISTATS | Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty. | Guang Zhao, Edward R. Dougherty, Byung-Jun Yoon, Francis J. Alexander, Xiaoning Qian |
| 2021 | ICLR | Uncertainty-aware Active Learning for Optimal Bayesian Classifier. | Guang Zhao, Edward R. Dougherty, Byung-Jun Yoon, Francis J. Alexander, Xiaoning Qian |
| 2018 | ACSSC | Robust Smoothing for State-Space Models with Unknown Noise Statistics. | Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty |
| 2017 | ACSSC | Bayesian Kalman filtering in the presence of unknown noise statistics using factor graphs. | Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty |
| 2017 | ACSSC | An objective-based experimental design framework for signal processing in the context of canonical expansions. | Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty |
| 2017 | ACSSC | Nonstationary linear discriminant analysis. | Shuilian Xie, Mahdi Imani, Edward R. Dougherty, Ulisses M. Braga-Neto |
| 2017 | ICASSP | Classification of Gaussian trajectories with missing data in Boolean gene regulatory networks. | Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty |
| 2016 | ACSSC | A Bayesian framework for robust Kalman filtering under uncertain noise statistics. | Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R. Dougherty |
| 2015 | ACSSC | Small data is the problem. | Edward R. Dougherty, Lori A. Dalton, Francis J. Alexander |
| 2014 | KDD | Modeling mass protest adoption in social network communities using geometric brownian motion. | Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward R. Dougherty, Sheng Guo, Feng Chen, B. Aditya Prakash, Naren Ramakrishnan |
| 2013 | ACSSC | Bayes clustering operators for known random labeled point processes. | Lori A. Dalton, Marco Benalczar, Marcel Brun, Edward R. Dougherty |
| 2013 | ACSSC | Sample-based prior probability construction using biological pathway knowledge. | Mohammad Shahrokh Esfahani, Edward R. Dougherty |
| 2013 | ACSSC | Bayesian optimal control of Markovian genetic regulatory networks. | Mohammadmahdi R. Yousefi, Edward R. Dougherty |
| 2013 | ACSSC | Random matrix theory in pattern classification: An application to error estimation. | Amin Zollanvari, Edward R. Dougherty |
| 2013 | ICASSP | Performance of linear discriminant analysis in stochastic settings. | Amin Zollanvari, Jianping Hua, Edward R. Dougherty |
| 2013 | KDD | Epidemiological modeling of news and rumors on Twitter. | Fang Jin, Edward R. Dougherty, Parang Saraf, Yang Cao, Naren Ramakrishnan |
| 2012 | ICASSP | Structural intervention of gene regulatory networks by general rank-k matrix perturbation. | Xiaoning Qian, Byung-Jun Yoon, Edward R. Dougherty |
| 2011 | ACSSC | Exact MSE performance of the Bayesian MMSE estimator for classification error. | Lori A. Dalton, Edward R. Dougherty |
| 2011 | ACSSC | Optimal intervention strategies for cyclic therapeutic methods with fixed-length duration of effect. | Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty |
| 2010 | CIBCB | Modeling treatment and drug effects at the molecular level using hybrid system theory. | Xiangfang Li, Lijun Qian, Edward R. Dougherty |
| 2009 | CIBCB | Steady-state analysis of genetic regulatory networks modeled by nonlinear ordinary differential equations. | Haixin Wang, Lijun Qian, Edward R. Dougherty |
| 2008 | ICASSP | Identifying drosophila cell-cycle regulated genes from irregular microarray data. | Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty |
| 2007 | ACC | Robust Intervention in Probabilistic Boolean Networks. | Ranadip Pal, Aniruddha Datta, Edward R. Dougherty |
| 2007 | CIBCB | Inference of Gene Regulatory Networks using S-System: A Unified Approach. | Haixin Wang, Lijun Qian, Edward R. Dougherty |
| 2007 | ICASSP | Reconstruction of Genetic Regulatory Networks Based on the Posterior Probabilities of Gene Regulations. | Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty |
| 2007 | ICNC | Modeling Genetic Regulatory Networks by Sigmoidal Functions: A Joint Genetic Algorithm and Kalman Filtering Approach. | Haixin Wang, Lijun Qian, Edward R. Dougherty |
| 2002 | IPAS | Granulometric classifiers from small samples. | Yoganand Balagurunathan, Ronaldo Fumio Hashimoto, Seungchan Kim, Junior Barrera, Edward R. Dougherty |
| 2002 | IPAS | Clustering granulometric features. | Marcel Brun, Yoganand Balagurunathan, Junior Barrera, Edward R. Dougherty |
| 2002 | IPAS | Automatic counting of illuminated spheres in a random Boolean model. | Artyom M. Grigoryan, Edward R. Dougherty |
| 2000 | ISMM | Boosting OCR Classifier by Optimal Edge Noise Filtering. | Junior Barrera, Marcel Brun, Routo Terada, Edward R. Dougherty |
| 2000 | ISMM | From the Sup-Decomposition to A Sequential Decomposition. | Ronaldo Fumio Hashimoto, Junior Barrera, Edward R. Dougherty |
| 2000 | ISMM | Some Applications of Aperture Filters. | Roberto Hirata Jr., Edward R. Dougherty, Junior Barrera |
| 1998 | CBMS | Segmentation of Mammograms into Distinct Morphological Texture Regions. | Sooncheol Baeg, Anthony T. Popov, Vishnu G. Kamat, Sinan Batman, Krishnamoorthy Sivakumar, Nasser Kehtarnavaz, Edward R. Dougherty, Robert B. Shah |
| 1996 | ISMM | Optimal and Adaptive Design of Reconstructive Granulometric Filters. | Edward R. Dougherty, Yidong Chen |
| 1994 | ISMM | Adaptive Parameterized Openings. | Yidong Chen, Edward R. Dougherty |
| 1993 | VCIP | Computational morphology and representation of operators between complete lattices. | Clara Cuciurean-Zapan, Edward R. Dougherty |
| 1992 | ICPR | The use of first-order structuring-element libraries to design morphological filters. | Robert P. Loce, Edward R. Dougherty |
| 1990 | ICPR | Hausdorf-metric interpretation of convergence in the Matheron topology for binary mathematical morphology. | Edward R. Dougherty |
| 1990 | VCIP | Minimal search for the optimal mean-square digital gray-scale morphological filter. | Edward R. Dougherty |
| 1989 | CVPR | The dual representation of gray-scale morphological filters. | Edward R. Dougherty |
| 1988 | CVPR | Closed-form representation of convolution, dilation, and erosion in the context of image algebra. | Edward R. Dougherty, Charles R. Giardina |
| 1988 | CVPR | A robust image processing language in the context of image algebra. | Edward R. Dougherty, Paramjit S. Sehdev |