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ORCIDEdward R. Dougherty
Edward Russell Dougherty
Person information
- affiliation: Texas A&M University
Other persons with a similar name
- Edward T. Dougherty
- Ryan E. Dougherty
![[0000-0003-1739-1127]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-1739-1127")
(aka: Ryan Edward Dougherty)
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2020 – today
- 2024
[j299]Xihaier Luo, Seyednami Niyakan, Patrick R. Johnstone, Sean McCorkle, Gilchan Park, Vanessa López-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Francis J. Alexander, Shantenu Jha, Byung-Jun Yoon:
Pathway-based analyses of gene expression profiles at low doses of ionizing radiation. Frontiers Bioinform. 4 (2024)- [j298]Shahin Boluki, Siamak Zamani Dadaneh, Edward R. Dougherty, Xiaoning Qian:
Bayesian Proper Orthogonal Decomposition for Learnable Reduced-Order Models With Uncertainty Quantification. IEEE Trans. Artif. Intell. 5(3): 1162-1173 (2024) - [j297]Samira Reihanian, Edward R. Dougherty, Amin Zollanvari:
Optimal Bayesian Regression With Vector Autoregressive Data Dependency. IEEE Trans. Signal Process. 72: 1854-1864 (2024) - 2023
- [j296]Puhua Niu, Maria J. Soto, Shuai Huang, Byung-Jun Yoon, Edward R. Dougherty, Francis J. Alexander, Ian Blaby, Xiaoning Qian:
Sensitivity Analysis of Genome-Scale Metabolic Flux Prediction. J. Comput. Biol. 30(7): 751-765 (2023) - [j295]Xiaoning Qian, Byung-Jun Yoon, Raymundo Arróyave, Xiaofeng Qian, Edward R. Dougherty:
Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery. Patterns 4(11): 100863 (2023) - [j294]Hyun-Myung Woo, Xiaoning Qian, Li Tan, Shantenu Jha, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon:
Optimal decision-making in high-throughput virtual screening pipelines. Patterns 4(11): 100875 (2023) - [i8]Xihaier Luo, Sean McCorkle, Gilchan Park, Vanessa López-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Francis J. Alexander, Byung-Jun Yoon:
Comprehensive analysis of gene expression profiles to radiation exposure reveals molecular signatures of low-dose radiation response. CoRR abs/2301.01769 (2023) - 2022
- [j293]Omar Maddouri, Xiaoning Qian, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon:
Robust importance sampling for error estimation in the context of optimal Bayesian transfer learning. Patterns 3(3): 100428 (2022) - [j292]Eunji Kim, Ivan Ivanov, Edward R. Dougherty:
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 Trans. Comput. Biol. Bioinform. 19(1): 558-568 (2022) - [c138]Xihaier Luo, Sean McCorkle, Gilchan Park, Vanessa López-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Francis J. Alexander, Byung-Jun Yoon:
Comprehensive analysis of gene expression profiles to radiation exposure reveals molecular signatures of low-dose radiation response. BIBM 2022: 2366-2374 - [c137]Mingzhou Fan, Byung-Jun Yoon, Francis J. Alexander, Edward R. Dougherty, Xiaoning Qian:
Adaptive Group Testing with Mismatched Models. ICASSP 2022: 4533-4537 - 2021
- [j291]Byung-Jun Yoon, Xiaoning Qian, Edward R. Dougherty:
Quantifying the Multi-Objective Cost of Uncertainty. IEEE Access 9: 80351-80359 (2021) - [j290]Shahin Boluki, Xiaoning Qian, Edward R. Dougherty:
Optimal Bayesian supervised domain adaptation for RNA sequencing data. Bioinform. 37(19): 3212-3219 (2021) - [j289]Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty:
Optimal Bayesian Transfer Learning for Count Data. IEEE ACM Trans. Comput. Biol. Bioinform. 18(2): 644-655 (2021) - [c136]Guang Zhao, Edward R. Dougherty, Byung-Jun Yoon, Francis J. Alexander, Xiaoning Qian:
Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty. AISTATS 2021: 3970-3978 - [c135]Guang Zhao, Edward R. Dougherty, Byung-Jun Yoon, Francis J. Alexander, Xiaoning Qian:
Uncertainty-aware Active Learning for Optimal Bayesian Classifier. ICLR 2021 - [c134]Guang Zhao, Edward R. Dougherty, Byung-Jun Yoon, Francis J. Alexander, Xiaoning Qian:
Efficient Active Learning for Gaussian Process Classification by Error Reduction. NeurIPS 2021: 9734-9746 - [e10]Yufei Huang, Lukasz A. Kurgan, Feng Luo, Xiaohua Hu, Yidong Chen, Edward R. Dougherty, Andrzej Kloczkowski, Yaohang Li:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, Houston, TX, USA, December 9-12, 2021. IEEE 2021, ISBN 978-1-6654-0126-5 [contents] - [i7]Omar Maddouri, Xiaoning Qian, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon:
Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer Learning. CoRR abs/2109.02150 (2021) - [i6]Hyun-Myung Woo, Xiaoning Qian, Li Tan, Shantenu Jha, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon:
Optimal Decision Making in High-Throughput Virtual Screening Pipelines. CoRR abs/2109.11683 (2021) - 2020
- [j288]Mahdi Imani, Edward R. Dougherty, Ulisses M. Braga-Neto:
Boolean Kalman filter and smoother under model uncertainty. Autom. 111 (2020) - [j287]Ulisses M. Braga-Neto, Edward R. Dougherty:
Machine Learning Requires Probability and Statistics [Perspectives]. IEEE Signal Process. Mag. 37(4): 118-122 (2020) - [j286]Guang Zhao, Xiaoning Qian, Byung-Jun Yoon, Francis J. Alexander, Edward R. Dougherty:
Model-Based Robust Filtering and Experimental Design for Stochastic Differential Equation Systems. IEEE Trans. Signal Process. 68: 3849-3859 (2020) - [i5]Byung-Jun Yoon, Xiaoning Qian, Edward R. Dougherty:
Quantifying the multi-objective cost of uncertainty. CoRR abs/2010.04653 (2020)
2010 – 2019
- 2019
- [j285]Shahin Boluki, Xiaoning Qian, Edward R. Dougherty:
Experimental Design via Generalized Mean Objective Cost of Uncertainty. IEEE Access 7: 2223-2230 (2019) - [j284]Eunji Kim, Ivan Ivanov, Edward R. Dougherty:
Quantifying the notions of canalizing and master genes in a gene regulatory network - a Boolean network modeling perspective. Bioinform. 35(4): 643-649 (2019) - [j283]Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty:
Optimal clustering with missing values. BMC Bioinform. 20-S(12): 321:1-321:10 (2019) - [j282]Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty:
Classification of Single-Cell Gene Expression Trajectories from Incomplete and Noisy Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16(1): 193-207 (2019) - [j281]Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty:
Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 16(2): 524-537 (2019) - [j280]Amin Zollanvari, Edward R. Dougherty:
Optimal Bayesian Classification With Vector Autoregressive Data Dependency. IEEE Trans. Signal Process. 67(12): 3073-3086 (2019) - [i4]Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty:
Optimal Clustering with Missing Values. CoRR abs/1902.09694 (2019) - 2018
- [j279]Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty:
A Bayesian robust Kalman smoothing framework for state-space models with uncertain noise statistics. EURASIP J. Adv. Signal Process. 2018: 55 (2018) - [j278]Esmaeil Atashpaz-Gargari, Marcelo da Silva Reis, Ulisses M. Braga-Neto, Junior Barrera, Edward R. Dougherty:
A fast Branch-and-Bound algorithm for U-curve feature selection. Pattern Recognit. 73: 172-188 (2018) - [j277]Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty:
Intrinsically Bayesian robust Karhunen-Loève compression. Signal Process. 144: 311-322 (2018) - [j276]Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty:
Optimal Bayesian Transfer Regression. IEEE Signal Process. Lett. 25(11): 1655-1659 (2018) - [j275]Wasiu Opeyemi Oduola, Xiangfang Li, Chang Duan, Lijun Qian, Edward R. Dougherty:
Sequential Therapeutic Response Modeling for Tumor Treatment Using Computational Hybrid Control Systems Approach. IEEE Trans. Biomed. Eng. 65(4): 866-874 (2018) - [j274]Alireza Karbalayghareh, Ulisses M. Braga-Neto, Jianping Hua, Edward Russell Dougherty:
Classification of State Trajectories in Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 15(1): 68-82 (2018) - [j273]Daniel N. Mohsenizadeh, Roozbeh Dehghannasiri, Edward R. Dougherty:
Optimal Objective-Based Experimental Design for Uncertain Dynamical Gene Networks with Experimental Error. IEEE ACM Trans. Comput. Biol. Bioinform. 15(1): 218-230 (2018) - [j272]Jason M. Knight, Ivan Ivanov, Karen Triff, Robert S. Chapkin, Edward R. Dougherty:
Detecting Multivariate Gene Interactions in RNA-Seq Data Using Optimal Bayesian Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 15(2): 484-493 (2018) - [j271]Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty:
Optimal Bayesian Kalman Filtering With Prior Update. IEEE Trans. Signal Process. 66(8): 1982-1996 (2018) - [j270]Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty:
Optimal Bayesian Transfer Learning. IEEE Trans. Signal Process. 66(14): 3724-3739 (2018) - [j269]Siamak Zamani Dadaneh, Edward R. Dougherty, Xiaoning Qian:
Optimal Bayesian Classification With Missing Values. IEEE Trans. Signal Process. 66(16): 4182-4192 (2018) - [c133]Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty:
Robust Smoothing for State-Space Models with Unknown Noise Statistics. ACSSC 2018: 1024-1028 - [c132]Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty:
Optimal Clustering with Missing Values. BCB 2018: 593-594 - [c131]Ehsan Hajiramezanali, Mahdi Imani, Ulisses M. Braga-Neto, Xiaoning Qian, Edward R. Dougherty:
Scalable Optimal Bayesian Classification of Single-Cell Trajectories under Regulatory Model Uncertainty. BCB 2018: 596-597 - [i3]Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty:
Optimal Bayesian Transfer Learning. CoRR abs/1801.00857 (2018) - [i2]Mahdi Imani, Roozbeh Dehghannasiri, Ulisses M. Braga-Neto, Edward R. Dougherty:
Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty. CoRR abs/1805.12253 (2018) - [i1]Lori A. Dalton, Marco E. Benalcázar, Edward R. Dougherty:
Optimal Clustering under Uncertainty. CoRR abs/1806.00672 (2018) - 2017
- [j268]Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty:
Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors. BMC Bioinform. 18(14): 61-80 (2017) - [j267]Xiangfang Li, Oluwaseyi Omotere, Lijun Qian, Edward R. Dougherty:
Review of stochastic hybrid systems with applications in biological systems modeling and analysis. EURASIP J. Bioinform. Syst. Biol. 2017: 8 (2017) - [j266]Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty:
Optimal experimental design in the context of canonical expansions. IET Signal Process. 11(8): 942-951 (2017) - [c130]Shuilian Xie, Mahdi Imani, Edward R. Dougherty, Ulisses M. Braga-Neto:
Nonstationary linear discriminant analysis. ACSSC 2017: 161-165 - [c129]Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty:
Bayesian Kalman filtering in the presence of unknown noise statistics using factor graphs. ACSSC 2017: 166-170 - [c128]Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty:
An objective-based experimental design framework for signal processing in the context of canonical expansions. ACSSC 2017: 789-793 - [c127]Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty:
Intrinsically Bayesian Robust Classifier for Single-Cell Gene Expression Time Series in Gene Regulatory Networks. BCB 2017: 766-767 - [c126]Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty:
Classification of Gaussian trajectories with missing data in Boolean gene regulatory networks. ICASSP 2017: 1078-1082 - 2016
- [j265]Amin Zollanvari, Edward R. Dougherty:
Incorporating prior knowledge induced from stochastic differential equations in the classification of stochastic observations. EURASIP J. Bioinform. Syst. Biol. 2016: 2 (2016) - [j264]Artyom M. Grigoryan, Edward R. Dougherty, Sos S. Agaian:
Optimal Wiener and homomorphic filtration: Review. Signal Process. 121: 111-138 (2016) - [j263]Xiaoning Qian, Edward R. Dougherty:
Bayesian Regression With Network Prior: Optimal Bayesian Filtering Perspective. IEEE Trans. Signal Process. 64(23): 6243-6253 (2016) - [c125]Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R. Dougherty:
A Bayesian framework for robust Kalman filtering under uncertain noise statistics. ACSSC 2016: 1545-1549 - [c124]Eunji Kim, Ivan Ivanov, Jianping Hua, Robert S. Chapkin, Edward R. Dougherty:
Model-based study of the Effectiveness of Reporting Lists of Small Feature Sets using RNA-Seq Data. BCB 2016: 470-471 - [c123]Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R. Dougherty:
Inference of Nonlinear ODE-Based Gene Regulatory Networks via Intrinsically Bayesian Robust Kalman Filtering. BCB 2016: 542-543 - [c122]Wasiu Opeyemi Oduola, Xiangfang Li, Chang Duan, Lijun Qian, Fen Wu, Edward R. Dougherty:
Analysis and control of genetic regulatory systems with switched drug inputs. BHI 2016: 533-536 - [c121]Daniel N. Mohsenizadeh, Roozbeh Dehghannasiri, Edward R. Dougherty:
Optimal dynamics uncertainty reduction in gene networks in the presence of experimental error. BHI 2016: 581-582 - [c120]Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty:
Optimal experimental design in canonical expansions with applications to signal compression. GlobalSIP 2016: 94-98 - [p1]Xiaoning Qian, Byung-Jun Yoon, Edward R. Dougherty:
Inference of gene regulatory networks: validation and uncertainty. Big Data over Networks 2016: 337-364 - 2015
- [j262]Roozbeh Dehghannasiri, Byung-Jun Yoon, Edward R. Dougherty:
Erratum to: Efficient experimental design for uncertainty reduction in gene regulatory networks. BMC Bioinform. 16: 410:1 (2015) - [j261]Roozbeh Dehghannasiri, Byung-Jun Yoon, Edward R. Dougherty:
Efficient experimental design for uncertainty reduction in gene regulatory networks. BMC Bioinform. 16(S13): S2 (2015) - [j260]Daniel N. Mohsenizadeh, Jianping Hua, Michael L. Bittner, Edward R. Dougherty:
Dynamical modeling of uncertain interaction-based genomic networks. BMC Bioinform. 16(S13): S3 (2015) - [j259]Ariana Broumand, Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R. Dougherty:
Discrete optimal Bayesian classification with error-conditioned sequential sampling. Pattern Recognit. 48(11): 3766-3782 (2015) - [j258]Roozbeh Dehghannasiri, Byung-Jun Yoon, Edward R. Dougherty:
Optimal Experimental Design for Gene Regulatory Networks in the Presence of Uncertainty. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 938-950 (2015) - [j257]Mohammad Shahrokh Esfahani, Edward R. Dougherty:
An Optimization-Based Framework for the Transformation of Incomplete Biological Knowledge into a Probabilistic Structure and Its Application to the Utilization of Gene/Protein Signaling Pathways in Discrete Phenotype Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 12(6): 1304-1321 (2015) - [j256]Lori A. Dalton, Marco Benalcázar, Marcel Brun, Edward R. Dougherty:
Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes. IEEE Trans. Signal Process. 63(6): 1605-1620 (2015) - [j255]Amin Zollanvari, Edward R. Dougherty:
Generalized Consistent Error Estimator of Linear Discriminant Analysis. IEEE Trans. Signal Process. 63(11): 2804-2814 (2015) - [c119]Edward R. Dougherty, Lori A. Dalton, Francis J. Alexander:
Small data is the problem. ACSSC 2015: 418-422 - [c118]Daniel N. Mohsenizadeh, Roozbeh Dehghannasiri, Edward R. Dougherty:
An experimental design to reduce dynamics uncertainty in genomic networks. BCB 2015: 644-645 - 2014
- [j254]Mohammad Shahrokh Esfahani, Edward R. Dougherty:
Effect of separate sampling on classification accuracy. Bioinform. 30(2): 242-250 (2014) - [j253]Ulisses M. Braga-Neto, Amin Zollanvari, Edward R. Dougherty:
Cross-validation under separate sampling: strong bias and how to correct it. Bioinform. 30(23): 3349-3355 (2014) - [j252]Jason M. Knight, Ivan Ivanov, Edward R. Dougherty:
MCMC implementation of the optimal Bayesian classifier for non-Gaussian models: model-based RNA-Seq classification. BMC Bioinform. 15: 401 (2014) - [j251]Fang Jin, Wei Wang, Liang Zhao, Edward R. Dougherty, Yang Cao, Chang-Tien Lu, Naren Ramakrishnan:
Misinformation Propagation in the Age of Twitter. Computer 47(12): 90-94 (2014) - [j250]Mohammadmahdi R. Yousefi, Edward R. Dougherty:
A comparison study of optimal and suboptimal intervention policies for gene regulatory networks in the presence of uncertainty. EURASIP J. Bioinform. Syst. Biol. 2014: 6 (2014) - [j249]Hongjia Ouyang, Jie Fang, Liangzhong Shen, Edward R. Dougherty, Wenbin Liu:
Learning restricted Boolean network model by time-series data. EURASIP J. Bioinform. Syst. Biol. 2014: 10 (2014) - [j248]Jie Fang, Hongjia Ouyang, Liangzhong Shen, Edward R. Dougherty, Wenbin Liu:
Using the minimum description length principle to reduce the rate of false positives of best-fit algorithms. EURASIP J. Bioinform. Syst. Biol. 2014: 13 (2014) - [j247]Thang T. Vu, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Unbiased bootstrap error estimation for linear discriminant analysis. EURASIP J. Bioinform. Syst. Biol. 2014: 15 (2014) - [j246]Esmaeil Atashpaz-Gargari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Modeling and systematic analysis of biomarker validation using selected reaction monitoring. EURASIP J. Bioinform. Syst. Biol. 2014: 17 (2014) - [j245]Amin Zollanvari, Edward R. Dougherty:
Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model. Pattern Recognit. 47(6): 2178-2192 (2014) - [j244]Mohammad Shahrokh Esfahani, Edward R. Dougherty:
Incorporation of Biological PathwayKnowledge in the Construction of Priorsfor Optimal Bayesian Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 11(1): 202-218 (2014) - [j243]Lori A. Dalton, Edward R. Dougherty:
Intrinsically Optimal Bayesian Robust Filtering. IEEE Trans. Signal Process. 62(3): 657-670 (2014) - [c117]Roozbeh Dehghannasiri, Byung-Jun Yoon, Edward R. Dougherty:
Computationally efficient experimental design strategy for reducing gene network uncertainty. GlobalSIP 2014: 1380-1381 - [c116]Xiangfang Lindsey Li, Sunday Ogedengbe, Lijun Qian, Edward R. Dougherty:
Sensitivity analysis for drug effect study: An NF-κB pathway example. GlobalSIP 2014: 1418-1421 - [c115]Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward R. Dougherty, Sheng Guo, Feng Chen, B. Aditya Prakash, Naren Ramakrishnan:
Modeling mass protest adoption in social network communities using geometric brownian motion. KDD 2014: 1660-1669 - 2013
- [j242]Kwadwo Agyepong, Fang-Han Hsu, Edward R. Dougherty, Erchin Serpedin:
Spectral Analysis on Time-Course Expression Data: Detecting Periodic Genes Using a Real-Valued Iterative Adaptive Approach. Adv. Bioinformatics 2013: 171530:1-171530:10 (2013) - [j241]Mohammadmahdi R. Yousefi, Edward R. Dougherty:
Intervention in gene regulatory networks with maximal phenotype alteration. Bioinform. 29(14): 1758-1767 (2013) - [j240]Noushin Ghaffari, Mohammadmahdi R. Yousefi, Charles D. Johnson, Ivan Ivanov, Edward R. Dougherty:
Modeling the Next Generation Sequencing sample processing pipeline for the purposes of classification. BMC Bioinform. 14: 307 (2013) - [j239]Edward R. Dougherty, Lori A. Dalton:
Scientific knowledge is possible with small-sample classification. EURASIP J. Bioinform. Syst. Biol. 2013: 10 (2013) - [j238]Edward R. Dougherty:
On the impoverishment of scientific education. EURASIP J. Bioinform. Syst. Biol. 2013: 15 (2013) - [j237]Blaise Hanczar, Edward R. Dougherty:
The reliability of estimated confidence intervals for classification error rates when only a single sample is available. Pattern Recognit. 46(3): 1067-1077 (2013) - [j236]Lori A. Dalton, Edward R. Dougherty:
Optimal classifiers with minimum expected error within a Bayesian framework - Part II: Properties and performance analysis. Pattern Recognit. 46(5): 1288-1300 (2013) - [j235]Lori A. Dalton, Edward R. Dougherty:
Optimal classifiers with minimum expected error within a Bayesian framework - Part I: Discrete and Gaussian models. Pattern Recognit. 46(5): 1301-1314 (2013) - [j234]Esmaeil Atashpaz-Gargari, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Relationship between the accuracy of classifier error estimation and complexity of decision boundary. Pattern Recognit. 46(5): 1315-1322 (2013) - [j233]Mohammad Shahrokh Esfahani, Jason M. Knight, Amin Zollanvari, Byung-Jun Yoon, Edward R. Dougherty:
Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state phenotype classification. Pattern Recognit. 46(10): 2783-2797 (2013) - [j232]Amin Zollanvari, Jianping Hua, Edward R. Dougherty:
Analytical study of performance of linear discriminant analysis in stochastic settings. Pattern Recognit. 46(11): 3017-3029 (2013) - [j231]Fang-Han Hsu, Edward R. Dougherty, Yidong Chen, Erchin Serpedin:
Estimating Conditional Probabilities for the Detection of Unfavorable Copy Number Alterations in a Targeted Therapy. IEEE Trans. Biomed. Eng. 60(10): 2933-2942 (2013) - [j230]Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty:
Optimal Intervention in Markovian Gene Regulatory Networks With Random-Length Therapeutic Response to Antitumor Drug. IEEE Trans. Biomed. Eng. 60(12): 3542-3552 (2013) - [j229]Byung-Jun Yoon, Xiaoning Qian, Edward R. Dougherty:
Quantifying the Objective Cost of Uncertainty in Complex Dynamical Systems. IEEE Trans. Signal Process. 61(9): 2256-2266 (2013) - [c114]Amin Zollanvari, Edward R. Dougherty:
Random matrix theory in pattern classification: An application to error estimation. ACSSC 2013: 884-887 - [c113]Lori A. Dalton, Marco Benalcázar, Marcel Brun, Edward R. Dougherty:
Bayes clustering operators for known random labeled point processes. ACSSC 2013: 893-897 - [c112]Mohammadmahdi R. Yousefi, Edward R. Dougherty:
Bayesian optimal control of Markovian genetic regulatory networks. ACSSC 2013: 980-984 - [c111]Mohammad Shahrokh Esfahani, Edward R. Dougherty:
Sample-based prior probability construction using biological pathway knowledge. ACSSC 2013: 1405-1409 - [c110]Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty:
Drug effect study on proliferation and survival pathways on cell line-based platform: A stochastic hybrid systems approach. GENSiPS 2013: 54-57 - [c109]Mohammad Shahrokh Esfahani, Edward R. Dougherty:
Effect of separate sampling on classification and the minimax criterion. GENSiPS 2013: 72-73 - [c108]Xiaoning Qian, Edward R. Dougherty:
Phenotypically constrained Boolean network inference with prescribed steady states. GENSiPS 2013: 82-83 - [c107]Roozbeh Dehghannasiri, Byung-Jun Yoon, Edward R. Dougherty:
Designing experiments for optimal reduction of uncertainty in gene regulatory networks. GENSiPS 2013: 88-89 - [c106]Jason M. Knight, Ivan Ivanov, Edward R. Dougherty:
Bayesian multivariate Poisson model for RNA-seq classification. GENSiPS 2013: 96-97 - [c105]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Effect of mixing probabilities on the bias of cross-validation under separate sampling. GENSiPS 2013: 98-99 - [c104]Esmaeil Atashpaz-Gargari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Improved branch-and-bound algorithm for U-curve optimization. GENSiPS 2013: 100-101 - [c103]Amin Zollanvari, Edward R. Dougherty:
Application of double asymptotics and random matrix theory in error estimation of regularized linear discriminant analysis. GlobalSIP 2013: 57-59 - [c102]Lijun Qian, Xiangfang Li, Edward R. Dougherty:
Robust identification of molecularly targeted drug effect coefficient using H∞ filter. GlobalSIP 2013: 99-102 - [c101]Amin Zollanvari, Jianping Hua, Edward R. Dougherty:
Performance of linear discriminant analysis in stochastic settings. ICASSP 2013: 3437-3441 - [c100]Fang Jin, Edward R. Dougherty, Parang Saraf, Yang Cao, Naren Ramakrishnan:
Epidemiological modeling of news and rumors on Twitter. SNAKDD 2013: 8:1-8:9 - 2012
- [j228]Youting Sun, Jianqiu Zhang, Ulisses M. Braga-Neto, Edward R. Dougherty:
BPDA2d - a 2D global optimization-based Bayesian peptide detection algorithm for liquid chromatograph-mass spectrometry. Bioinform. 28(4): 564-572 (2012) - [j227]Chen Zhao, Jianping Hua, Michael L. Bittner, Ivan Ivanov, Edward R. Dougherty:
Identifying mechanistic similarities in drug responses. Bioinform. 28(14): 1902-1910 (2012) - [j226]Mohammadmahdi R. Yousefi, Edward R. Dougherty:
Performance reproducibility index for classification. Bioinform. 28(21): 2824-2833 (2012) - [j225]Xiangfang Li, Lijun Qian, Edward R. Dougherty:
Dynamical modeling of drug effect using hybrid systems. EURASIP J. Bioinform. Syst. Biol. 2012: 19 (2012) - [j224]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model. Pattern Recognit. 45(2): 908-917 (2012) - [j223]Lori A. Dalton, Edward R. Dougherty:
Optimal mean-square-error calibration of classifier error estimators under Bayesian models. Pattern Recognit. 45(6): 2308-2320 (2012) - [j222]Edward R. Dougherty:
Genomic Signal Processing [Life Sciences]. IEEE Signal Process. Mag. 29(3): 124-129 (2012) - [j221]Fang-Han Hsu, Erchin Serpedin, Yidong Chen, Edward R. Dougherty:
Stochastic Modeling of the Relationship between Copy Number and Gene Expression Based on Transcriptional Logic. IEEE Trans. Biomed. Eng. 59(1): 272-280 (2012) - [j220]Jason M. Knight, Aniruddha Datta, Edward R. Dougherty:
Generating Stochastic Gene Regulatory Networks Consistent With Pathway Information and Steady-State Behavior. IEEE Trans. Biomed. Eng. 59(6): 1701-1710 (2012) - [j219]Fang-Han Hsu, Erchin Serpedin, Yidong Chen, Edward R. Dougherty:
Evaluating Dynamic Effects of Copy Number Alterations on Gene Expression Using a Single Transcription Model. IEEE Trans. Biomed. Eng. 59(10): 2726-2736 (2012) - [j218]Xiaoning Qian, Edward R. Dougherty:
Intervention in Gene Regulatory Networks via Phenotypically Constrained Control Policies Based on Long-Run Behavior. IEEE ACM Trans. Comput. Biol. Bioinform. 9(1): 123-136 (2012) - [j217]Mohamed N. Nounou, Hazem N. Nounou, Nader Meskin, Aniruddha Datta, Edward R. Dougherty:
Multiscale Denoising of Biological Data: A Comparative Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 9(5): 1539-1545 (2012) - [j216]Hazem N. Nounou, Mohamed N. Nounou, Nader Meskin, Aniruddha Datta, Edward R. Dougherty:
Fuzzy Intervention in Biological Phenomena. IEEE ACM Trans. Comput. Biol. Bioinform. 9(6): 1819-1825 (2012) - [j215]Lori A. Dalton, Edward R. Dougherty:
Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error - Part I: Representation. IEEE Trans. Signal Process. 60(5): 2575-2587 (2012) - [j214]Lori A. Dalton, Edward R. Dougherty:
Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error - Part II: Consistency and Performance Analysis. IEEE Trans. Signal Process. 60(5): 2588-2603 (2012) - [j213]Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty:
Optimal Intervention Strategies for Therapeutic Methods With Fixed-Length Duration of Drug Effectiveness. IEEE Trans. Signal Process. 60(9): 4930-4944 (2012) - [c99]Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty:
Output-feedback model predictive control of biological phenomena modeled by S-systems. ACC 2012: 1979-1984 - [c98]Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty:
Optimal therapeutic methods with random-length response in probabilistic boolean networks. GENSiPS 2012: 50-53 - [c97]Lori A. Dalton, Edward R. Dougherty:
Optimal Bayesian classification and its application to gene regulatory networks. GENSiPS 2012: 164-167 - [c96]Xiaoning Qian, Byung-Jun Yoon, Edward R. Dougherty:
Structural intervention of gene regulatory networks by general rank-k matrix perturbation. ICASSP 2012: 729-732 - [c95]Lori A. Dalton, Edward R. Dougherty:
Optimal classifiers within a Bayesian framework. SSP 2012: 564-567 - [c94]Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty:
Optimal cancer therapy based on a tumor growth inhibition model. SSP 2012: 568-571 - 2011
- [j212]Edward R. Dougherty:
Validation of gene regulatory networks: scientific and inferential. Briefings Bioinform. 12(3): 245-252 (2011) - [j211]Ritwik Layek, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Cancer therapy design based on pathway logic. Bioinform. 27(4): 548-555 (2011) - [j210]Mohammadmahdi R. Yousefi, Jianping Hua, Edward R. Dougherty:
Multiple-rule bias in the comparison of classification rules. Bioinform. 27(12): 1675-1683 (2011) - [j209]Lori A. Dalton, Edward R. Dougherty:
Application of the Bayesian MMSE estimator for classification error to gene expression microarray data. Bioinform. 27(13): 1822-1831 (2011) - [j208]Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
High-dimensional bolstered error estimation. Bioinform. 27(21): 3056-3064 (2011) - [j207]Noushin Ghaffari, Ivan Ivanov, Xiaoning Qian, Edward R. Dougherty:
A CoD-based stationary control policy for intervening in large gene regulatory networks. BMC Bioinform. 12(S-10): S10 (2011) - [j206]Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R. Dougherty:
Probabilistic reconstruction of the tumor progression process in gene regulatory networks in the presence of uncertainty. BMC Bioinform. 12(S-10): S9 (2011) - [j205]Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty:
Characterization of Drug Efficacy Regions Based on Dosage and Frequency Schedules. IEEE Trans. Biomed. Eng. 58(3): 488-498 (2011) - [j204]Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty:
Intervention in Biological Phenomena Modeled by S-Systems. IEEE Trans. Biomed. Eng. 58(5): 1260-1267 (2011) - [j203]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 Trans. Signal Process. 59(1): 115-129 (2011) - [j202]Lori A. Dalton, Edward R. Dougherty:
Bayesian Minimum Mean-Square Error Estimation for Classification Error - Part II: Linear Classification of Gaussian Models. IEEE Trans. Signal Process. 59(1): 130-144 (2011) - [j201]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis. IEEE Trans. Signal Process. 59(9): 4238-4255 (2011) - [c93]Lori A. Dalton, Edward R. Dougherty:
Exact MSE performance of the Bayesian MMSE estimator for classification error. ACSCC 2011: 997-1001 - [c92]Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty:
Optimal intervention strategies for cyclic therapeutic methods with fixed-length duration of effect. ACSCC 2011: 1007-1011 - [c91]Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty:
Intervention in biological phenomena modeled by S-systems: A model predictive control approach. ACC 2011: 3519-3523 - [c90]Zhenghao Zhang, Youting Sun, Ulisses M. Braga-Neto, Edward R. Dougherty, Jianqiu Zhang:
A parallel programming framework with Markovian messaging for LC-MS peptide detection. BIBM Workshops 2011: 1057-1059 - [c89]Ritwik Layek, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Combination therapy design for cancer: A digital systems approach. CDC/ECC 2011: 4377-4382 - [c88]Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty:
Parameter estimation of biological phenomena modeled by S-systems: An Extended Kalman filter approach. CDC/ECC 2011: 4424-4429 - [c87]Xiaoning Qian, Byung-Jun Yoon, Edward R. Dougherty:
Uncertainty-based essentiality in gene regulatory networks. GENSiPS 2011: 17-20 - [c86]Mohammadmahdi R. Yousefi, Aniruddha Datta, Edward R. Dougherty:
Modeling cyclic and acyclic therapeutic methods with persistent intervention effect in probabilistic Boolean networks. GENSiPS 2011: 38-41 - [c85]Fang-Han Hsu, Erchin Serpedin, Tzu-Hung Hsiao, Alexander J. R. Bishop, Edward R. Dougherty, Yidong Chen:
Identifying genes associated with chemotherapy response in ovarian carcinomas based on DNA copy number and expression profiles. GENSiPS 2011: 46-49 - [c84]Xiangfang Li, Lijun Qian, Michael L. Bittner, Edward R. Dougherty:
Assessing the efficacy of molecularly targeted agents by using Kalman filter. GENSiPS 2011: 50-51 - [c83]Jason M. Knight, Edward R. Dougherty:
Attractor estimation and model refinement for stochastic regulatory network models. GENSiPS 2011: 54-55 - [c82]Chen Zhao, Ivan Ivanov, Michael L. Bittner, Edward R. Dougherty:
Pathway analysis in the context of Bayesian networks - mathematical modeling of master and canalizing genes. GENSiPS 2011: 64-65 - [c81]Fang-Han Hsu, Erchin Serpedin, Yidong Chen, Edward R. Dougherty:
Stochastic modeling of dynamic effects of copy number alterations upon gene expression levels. GENSiPS 2011: 83-86 - [c80]Mohammad Shahrokh Esfahani, Amin Zollanvari, Byung-Jun Yoon, Edward R. Dougherty:
Designing enhanced classifiers using prior process knowledge: Regularized maximum-likelihood. GENSiPS 2011: 91-94 - [c79]Esmaeil Atashpaz-Gargari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Multiple reaction monitoring: Modeling and systematic analysis. GENSiPS 2011: 105-107 - [c78]Youting Sun, Ulisses M. Braga-Neto, Edward R. Dougherty:
Modeling and systematic analysis of LC-MS proteomics pipeline. GENSiPS 2011: 112-116 - [c77]Lori A. Dalton, Edward R. Dougherty:
Classifier error estimator performance in a Bayesian context. GENSiPS 2011: 135-138 - [c76]Esmaeil Atashpaz-Gargari, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Relationship between the accuracy of classifier error estimation and distribution complexity. GENSiPS 2011: 147-149 - 2010
- [b3]Ilya Shmulevich, Edward R. Dougherty:
Probabilistic Boolean Networks - The Modeling and Control of Gene Regulatory Networks. SIAM 2010, ISBN 978-0-89871-692-4, pp. I-XIII, 1-267 - [j200]Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty:
Reporting bias when using real data sets to analyze classification performance. Bioinform. 26(1): 68-76 (2010) - [j199]Blaise Hanczar, Jianping Hua, Chao Sima, John N. Weinstein, Michael L. Bittner, Edward R. Dougherty:
Small-sample precision of ROC-related estimates. Bioinform. 26(6): 822-830 (2010) - [j198]Noushin Ghaffari, Ivan Ivanov, Xiaoning Qian, Edward R. Dougherty:
A CoD-based reduction algorithm for designing stationary control policies on Boolean networks. Bioinform. 26(12): 1556-1563 (2010) - [j197]Xiaoning Qian, Noushin Ghaffari, Ivan Ivanov, Edward R. Dougherty:
State reduction for network intervention in probabilistic Boolean networks. Bioinform. 26(24): 3098-3104 (2010) - [j196]Youting Sun, Jianqiu Zhang, Ulisses M. Braga-Neto, Edward R. Dougherty:
BPDA - A Bayesian peptide detection algorithm for mass spectrometry. BMC Bioinform. 11: 490 (2010) - [j195]Junjie Su, Byung-Jun Yoon, Edward R. Dougherty:
Identification of diagnostic subnetwork markers for cancer in human protein-protein interaction network. BMC Bioinform. 11(S-6): S8 (2010) - [j194]Edward R. Dougherty, Ranadip Pal, Xiaoning Qian, Michael L. Bittner, Aniruddha Datta:
Stationary and structural control in gene regulatory networks: basic concepts. Int. J. Syst. Sci. 41(1): 5-16 (2010) - [j193]Ulisses M. Braga-Neto, Edward R. Dougherty:
Exact correlation between actual and estimated errors in discrete classification. Pattern Recognit. Lett. 31(5): 407-412 (2010) - [j192]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Joint sampling distribution between actual and estimated classification errors for linear discriminant analysis. IEEE Trans. Inf. Theory 56(2): 784-804 (2010) - [j191]Ivan Ivanov, Plamen Simeonov, Noushin Ghaffari, Xiaoning Qian, Edward R. Dougherty:
Selection policy-induced reduction mappings for Boolean networks. IEEE Trans. Signal Process. 58(9): 4871-4882 (2010) - [c75]Ritwik Layek, Aniruddha Datta, Edward R. Dougherty:
From biological pathways to regulatory networks. CDC 2010: 5781-5786 - [c74]Xiangfang Li, Lijun Qian, Edward R. Dougherty:
Modeling treatment and drug effects at the molecular level using hybrid system theory. CIBCB 2010: 1-7 - [c73]Lori A. Dalton, Edward R. Dougherty:
Bayesian MMSE estimation of classification error and performance on real genomic data. GENSiPS 2010: 1-4 - [c72]Xiaoning Qian, Edward R. Dougherty:
A comparative study on sensitivities of Boolean networks. GENSiPS 2010: 1-4 - [c71]Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty:
Effects of partial reporting of classification results. GENSiPS 2010: 1-4 - [c70]Chen Zhao, Ivan Ivanov, Manasvi Shah, Laurie A. Davidson, Robert S. Chapkin, Edward R. Dougherty:
Conditioning-based model for the regulatory activities of microRNAs in specific dietary contexts. GENSiPS 2010: 1-4 - [c69]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
RMS bounds and sample size considerations for error estimation in linear discriminant analysis. GENSiPS 2010: 1-4
2000 – 2009
- 2009
- [j190]Ritwik Layek, Aniruddha Datta, Ranadip Pal, Edward R. Dougherty:
Adaptive intervention in probabilistic boolean networks. Bioinform. 25(16): 2042-2048 (2009) - [j189]Amin Zollanvari, Mary Jane Cunningham, Ulisses M. Braga-Neto, Edward R. Dougherty:
Analysis and modeling of time-course gene-expression profiles from nanomaterial-exposed primary human epidermal keratinocytes. BMC Bioinform. 10(S-11): 10 (2009) - [j188]Xiaoning Qian, Ivan Ivanov, Noushin Ghaffari, Edward R. Dougherty:
Intervention in gene regulatory networks via greedy control policies based on long-run behavior. BMC Syst. Biol. 3: 61 (2009) - [j187]Babak Faryabi, Golnaz Vahedi, Jean-François Chamberland, Aniruddha Datta, Edward R. Dougherty:
Intervention in Context-Sensitive Probabilistic Boolean Networks Revisited. EURASIP J. Bioinform. Syst. Biol. 2009 (2009) - [j186]Youting Sun, Ulisses M. Braga-Neto, Edward R. Dougherty:
Impact of Missing Value Imputation on Classification for DNA Microarray Gene Expression Data - A Model-Based Study. EURASIP J. Bioinform. Syst. Biol. 2009 (2009) - [j185]Wentao Zhao, Erchin Serpedin, Edward R. Dougherty:
Spectral Preprocessing for Clustering Time-Series Gene Expressions. EURASIP J. Bioinform. Syst. Biol. 2009 (2009) - [j184]Wentao Zhao, Erchin Serpedin, Edward R. Dougherty:
Identifying Genes Involved in Cyclic Processes by Combining Gene Expression Analysis and Prior Knowledge. EURASIP J. Bioinform. Syst. Biol. 2009 (2009) - [j183]Jianping Hua, Waibhav Tembe, Edward R. Dougherty:
Performance of feature-selection methods in the classification of high-dimension data. Pattern Recognit. 42(3): 409-424 (2009) - [j182]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers. Pattern Recognit. 42(11): 2705-2723 (2009) - [j181]Qian Xu, Jianping Hua, Zixiang Xiong, Michael L. Bittner, Edward R. Dougherty:
The effect of microarray image compression on expression-based classification. Signal Image Video Process. 3(1): 53-61 (2009) - [j180]Golnaz Vahedi, Babak Faryabi, Jean-François Chamberland, Aniruddha Datta, Edward R. Dougherty:
Optimal Intervention Strategies for Cyclic Therapeutic Methods. IEEE Trans. Biomed. Eng. 56(2): 281-291 (2009) - [j179]Edward R. Dougherty, Marcel Brun, Jeffrey M. Trent, Michael L. Bittner:
Conditioning-Based Modeling of Contextual Genomic Regulation. IEEE ACM Trans. Comput. Biol. Bioinform. 6(2): 310-320 (2009) - [j178]Ranadip Pal, Aniruddha Datta, Edward R. Dougherty:
Bayesian robustness in the control of gene regulatory networks. IEEE Trans. Signal Process. 57(9): 3667-3678 (2009) - [c68]Ritwik Layek, Aniruddha Datta, Ranadip Pal, Edward R. Dougherty:
Adaptive intervention in Probabilistic Boolean Networks. ACC 2009: 5647-5652 - [c67]Haixin Wang, Lijun Qian, Edward R. Dougherty:
Steady-state analysis of genetic regulatory networks modeled by nonlinear ordinary differential equations. CIBCB 2009: 182-185 - [c66]Babak Faryabi, Golnaz Vahedi, Jean-François Chamberland, Aniruddha Datta, Edward R. Dougherty:
Open-Loop Feedback Intervention: Control of gene regulatory networks with unmeasurable context. GENSiPS 2009: 1-2 - [c65]Noushin Ghaffari, Ivan Ivanov, Edward R. Dougherty:
A CoD based reduction algorithm for Boolean and probabilistic Boolean networks. GENSiPS 2009: 1-2 - [c64]Ranadip Pal, Aniruddha Datta, Edward R. Dougherty:
Quantification of data extraction noise in probabilistic Boolean Network modeling. GENSiPS 2009: 1-4 - [c63]Xiaoning Qian, Edward R. Dougherty:
Control-compatible state reduction for Boolean networks. GENSiPS 2009: 1-2 - [c62]Chao Sima, Thang T. Vu, Ulisses M. Braga-Neto, Edward R. Dougherty:
Bolstered error estimator with feature selection. GENSiPS 2009: 1-2 - [c61]Golnaz Vahedi, Ilya Shmulevich, Wenbin Liu, Edward R. Dougherty:
Critical Boolean networks require minimal intervention rate. GENSiPS 2009: 1-2 - [c60]Thang T. Vu, Ulisses M. Braga-Neto, Edward R. Dougherty:
Bagging degrades the performance of linear discriminant classifiers. GENSiPS 2009: 1-2 - [c59]Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty:
Sample size calculation from specified RMS of the resubstitution error for linear classifiers. GENSiPS 2009: 1-2 - 2008
- [j177]Blaise Hanczar, Edward R. Dougherty:
Classification with reject option in gene expression data. Bioinform. 24(17): 1889-1895 (2008) - [j176]Marcel Brun, Qian Xu, Edward R. Dougherty:
Which Is Better: Holdout or Full-Sample Classifier Design? EURASIP J. Bioinform. Syst. Biol. 2008 (2008) - [j175]Babak Faryabi, Golnaz Vahedi, Jean-François Chamberland, Aniruddha Datta, Edward R. Dougherty:
Optimal Constrained Stationary Intervention in Gene Regulatory Networks. EURASIP J. Bioinform. Syst. Biol. 2008 (2008) - [j174]Wenbin Liu, Harri Lähdesmäki, Edward R. Dougherty, Ilya Shmulevich:
Inference of Boolean Networks Using Sensitivity Regularization. EURASIP J. Bioinform. Syst. Biol. 2008 (2008) - [j173]Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty:
Detecting Periodic Genes from Irregularly Sampled Gene Expressions: A Comparison Study. EURASIP J. Bioinform. Syst. Biol. 2008 (2008) - [j172]Wentao Zhao, Erchin Serpedin, Edward R. Dougherty:
Recovering Genetic Regulatory Networks from Chromatin Immunoprecipitation and Steady-State Microarray Data. EURASIP J. Bioinform. Syst. Biol. 2008 (2008) - [j171]Babak Faryabi, Jean-François Chamberland, Golnaz Vahedi, Aniruddha Datta, Edward R. Dougherty:
Optimal Intervention in Asynchronous Genetic Regulatory Networks. IEEE J. Sel. Top. Signal Process. 2(3): 412-423 (2008) - [j170]David Correa Martins Jr., Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Michael L. Bittner, Edward R. Dougherty:
Intrinsically Multivariate Predictive Genes. IEEE J. Sel. Top. Signal Process. 2(3): 424-439 (2008) - [j169]Chao Sima, Edward R. Dougherty:
The peaking phenomenon in the presence of feature-selection. Pattern Recognit. Lett. 29(11): 1667-1674 (2008) - [j168]Golnaz Vahedi, Babak Faryabi, Jean-François Chamberland, Aniruddha Datta, Edward R. Dougherty:
Intervention in Gene Regulatory Networks via a Stationary Mean-First-Passage-Time Control Policy. IEEE Trans. Biomed. Eng. 55(10): 2319-2331 (2008) - [j167]Wentao Zhao, Erchin Serpedin, Edward R. Dougherty:
Inferring Connectivity of Genetic Regulatory Networks Using Information-Theoretic Criteria. IEEE ACM Trans. Comput. Biol. Bioinform. 5(2): 262-274 (2008) - [j166]Ranadip Pal, Aniruddha Datta, Edward R. Dougherty:
Robust Intervention in Probabilistic Boolean Networks. IEEE Trans. Signal Process. 56(3): 1280-1294 (2008) - [j165]Lijun Qian, Haixin Wang, Edward R. Dougherty:
Inference of Noisy Nonlinear Differential Equation Models for Gene Regulatory Networks Using Genetic Programming and Kalman Filtering. IEEE Trans. Signal Process. 56(7-2): 3327-3339 (2008) - [j164]Xiaoning Qian, Edward R. Dougherty:
Effect of Function Perturbation on the Steady-State Distribution of Genetic Regulatory Networks: Optimal Structural Intervention. IEEE Trans. Signal Process. 56(10-1): 4966-4976 (2008) - [c58]Babak Faryabi, Jean-François Chamberland, Golnaz Vahedi, Aniruddha Datta, Edward R. Dougherty:
Optimal intervention in semi-Markov-based asynchronous genetic regulatory networks. ACC 2008: 1388-1393 - [c57]Golnaz Vahedi, Babak Faryabi, Jean-François Chamberland, Aniruddha Datta, Edward R. Dougherty:
Mean first-passage time control policy versus reinforcement-learning control policy in gene regulatory networks. ACC 2008: 1394-1399 - [c56]Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty:
Identifying drosophila cell-cycle regulated genes from irregular microarray data. ICASSP 2008: 633-636 - [e9]Jaakko Astola, Karen O. Egiazarian, Edward R. Dougherty:
Image Processing: Algorithms and Systems VI, San Jose, California, USA, January 28-29, 2008. SPIE Proceedings 6812, SPIE 2008, ISBN 978-0-8194-6984-7 [contents] - 2007
- [j163]Jianping Hua, David W. Craig, Marcel Brun, Jennifer Webster, Victoria Zismann, Waibhav Tembe, Keta Joshipura, Matthew J. Huentelman, Edward R. Dougherty, Dietrich A. Stephan:
SNiPer-HD: improved genotype calling accuracy by an expectation-maximization algorithm for high-density SNP arrays. Bioinform. 23(1): 57-63 (2007) - [j162]Yufei Xiao, Edward R. Dougherty:
The impact of function perturbations in Boolean networks. Bioinform. 23(10): 1265-1273 (2007) - [j161]Marcel Brun, Seungchan Kim, Woonjung Choi, Edward R. Dougherty:
Comparison of Gene Regulatory Networks via Steady-State Trajectories. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j160]Edward R. Dougherty, Tatsuya Akutsu, Paul Dan Cristea, Ahmed H. Tewfik:
Genetic Regulatory Networks. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j159]Blaise Hanczar, Jianping Hua, Edward R. Dougherty:
Decorrelation of the True and Estimated Classifier Errors in High-Dimensional Settings. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j158]Stephen Marshall, Le Yu, Yufei Xiao, Edward R. Dougherty:
Inference of a Probabilistic Boolean Network from a Single Observed Temporal Sequence. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j157]Yufei Xiao, Jianping Hua, Edward R. Dougherty:
Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j156]Marcel Brun, Chao Sima, Jianping Hua, James Lowey, Brent Carroll, Edward Suh, Edward R. Dougherty:
Model-based evaluation of clustering validation measures. Pattern Recognit. 40(3): 807-824 (2007) - [j155]Anirulddlha Datta, Ranadip Pal, Ashish Choudhary, Edward R. Dougherty:
Control approaches for probabilistic gene regulatory networks - What approaches have been developed for addreassinig the issue of intervention? IEEE Signal Process. Mag. 24(1): 54-63 (2007) - [j154]Ivan Ivanov, Ranadip Pal, Edward R. Dougherty:
Dynamics Preserving Size Reduction Mappings for Probabilistic Boolean Networks. IEEE Trans. Signal Process. 55(5-2): 2310-2322 (2007) - [c55]Ranadip Pal, Aniruddha Datta, Edward R. Dougherty:
Robust Intervention in Probabilistic Boolean Networks. ACC 2007: 2405-2410 - [c54]Haixin Wang, Lijun Qian, Edward R. Dougherty:
Inference of Gene Regulatory Networks using S-System: A Unified Approach. CIBCB 2007: 82-89 - [c53]Wentao Zhao, Kwadwo Agyepong, Erchin Serpedin, Edward R. Dougherty:
Reconstruction of Genetic Regulatory Networks Based on the Posterior Probabilities of Gene Regulations. ICASSP (1) 2007: 257-360 - [c52]Haixin Wang, Lijun Qian, Edward R. Dougherty:
Modeling Genetic Regulatory Networks by Sigmoidal Functions: A Joint Genetic Algorithm and Kalman Filtering Approach. ICNC (2) 2007: 324-328 - [e8]Jaakko Astola, Karen O. Egiazarian, Edward R. Dougherty:
Image Processing: Algorithms and Systems V, San Jose, California, USA, January 29-30, 2007. SPIE Proceedings 6497, SPIE 2007, ISBN 978-0-8194-6610-5 [contents] - 2006
- [j153]Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Intervention in a family of Boolean networks. Bioinform. 22(2): 226-232 (2006) - [j152]Ashish Choudhary, Marcel Brun, Jianping Hua, James Lowey, Edward Suh, Edward R. Dougherty:
Genetic test bed for feature selection. Bioinform. 22(7): 837-842 (2006) - [j151]Wentao Zhao, Erchin Serpedin, Edward R. Dougherty:
Inferring gene regulatory networks from time series data using the minimum description length principle. Bioinform. 22(17): 2129-2135 (2006) - [j150]Chao Sima, Edward R. Dougherty:
What should be expected from feature selection in small-sample settings. Bioinform. 22(19): 2430-2436 (2006) - [j149]Jianping Hua, James Lowey, Zixiang Xiong, Edward R. Dougherty:
Noise-injected neural networks show promise for use on small-sample expression data. BMC Bioinform. 7: 274 (2006) - [j148]Jianping Hua, Yoganand Balagurunathan, Yidong Chen, James Lowey, Michael L. Bittner, Zixiang Xiong, Edward Suh, Edward R. Dougherty:
Normalization Benefits Microarray-Based Classification. EURASIP J. Bioinform. Syst. Biol. 2006 (2006) - [j147]Chao Sima, Edward R. Dougherty:
Optimal convex error estimators for classification. Pattern Recognit. 39(9): 1763-1780 (2006) - [j146]Yufei Xiao, Edward R. Dougherty:
Optimizing Consistency-Based Design of Context-Sensitive Gene Regulatory Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(11): 2431-2437 (2006) - [j145]Ranadip Pal, Aniruddha Datta, Edward R. Dougherty:
Optimal infinite-horizon control for probabilistic Boolean networks. IEEE Trans. Signal Process. 54(6-2): 2375-2387 (2006) - [j144]Edward R. Dougherty, Yufei Xiao:
Design of probabilistic Boolean networks under the requirement of contextual data consistency. IEEE Trans. Signal Process. 54(9): 3603-3613 (2006) - [c51]Ranadip Pal, Aniruddha Datta, Edward R. Dougherty:
Optimal infinite horizon control for probabilistic Boolean networks. ACC 2006 - [c50]Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Optimal Control in a Family of Boolean Networks. CDC 2006: 4200-4205 - [e7]Edward R. Dougherty, Jaakko Astola, Karen O. Egiazarian:
Image Processing: Algorithms and Systems IV, San Jose, California, USA, January 17, 2006. SPIE Proceedings 5672, SPIE 2006, ISBN 978-0-8194-5645-8 [contents] - 2005
- [j143]Wenjiang J. Fu, Edward R. Dougherty, Bani K. Mallick, Raymond J. Carroll:
How many samples are needed to build a classifier: a general sequential approach. Bioinform. 21(1): 63-70 (2005) - [j142]Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Superior feature-set ranking for small samples using bolstered error estimation. Bioinform. 21(7): 1046-1054 (2005) - [j141]Ranadip Pal, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Intervention in context-sensitive probabilistic Boolean networks. Bioinform. 21(7): 1211-1218 (2005) - [j140]Jianping Hua, Zixiang Xiong, James Lowey, Edward Suh, Edward R. Dougherty:
Optimal number of features as a function of sample size for various classification rules. Bioinform. 21(8): 1509-1515 (2005) - [j139]Ranadip Pal, Aniruddha Datta, Albert J. Fornace Jr., Michael L. Bittner, Edward R. Dougherty:
Boolean relationships among genes responsive to ionizing radiation in the NCI 60 ACDS. Bioinform. 21(8): 1542-1549 (2005) - [j138]Ranadip Pal, Ivan Ivanov, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Generating Boolean networks with a prescribed attractor structure. Bioinform. 21(21): 4021-4025 (2005) - [j137]Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman:
Evolving Feature Selection. IEEE Intell. Syst. 20(6): 64-76 (2005) - [j136]Jianping Hua, Zixiang Xiong, Edward R. Dougherty:
Determination of the optimal number of features for quadratic discriminant analysis via the normal approximation to the discriminant distribution. Pattern Recognit. 38(3): 403-421 (2005) - [j135]Tailen Hsing, Li-Yu Liu, Marcel Brun, Edward R. Dougherty:
The coefficient of intrinsic dependence (feature selection using el CID). Pattern Recognit. 38(5): 623-636 (2005) - [j134]Edward R. Dougherty, Jianping Hua, Zixiang Xiong, Yidong Chen:
Optimal robust classifiers. Pattern Recognit. 38(10): 1520-1532 (2005) - [j133]Ulisses M. Braga-Neto, Edward R. Dougherty:
Exact performance of error estimators for discrete classifiers. Pattern Recognit. 38(11): 1799-1814 (2005) - [j132]Edward R. Dougherty:
The fundamental role of pattern recognition for gene-expression/microarray data in bioinformatics. Pattern Recognit. 38(12): 2226-2228 (2005) - [j131]Chao Sima, Sanju Attoor, Ulisses M. Braga-Neto, James Lowey, Edward Suh, Edward R. Dougherty:
Impact of error estimation on feature selection. Pattern Recognit. 38(12): 2472-2482 (2005) - [j130]Paulo J. S. Silva, Ronaldo Fumio Hashimoto, Seungchan Kim, Junior Barrera, Leônidas de Oliveira Brandão, Edward Suh, Edward R. Dougherty:
Feature selection algorithms to find strong genes. Pattern Recognit. Lett. 26(10): 1444-1453 (2005) - [j129]Marcel Brun, Edward R. Dougherty, Ilya Shmulevich:
Steady-state probabilities for attractors in probabilistic Boolean networks. Signal Process. 85(10): 1993-2013 (2005) - [j128]Edward R. Dougherty, Anirulddlha Datta:
Genomic signal processing: diagnosis and therapy. IEEE Signal Process. Mag. 22(1): 107-112 (2005) - [j127]Edward R. Dougherty, Aniruddha Datta, Chao Sima:
Research issues in genomic signal processing. IEEE Signal Process. Mag. 22(6): 46-68 (2005) - [c49]Ranadip Pal, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
External control in a special class of probabilistic Boolean networks. ACC 2005: 411-416vol.1 - [c48]Ashish Choudhary, Aniruddha Datta, Michael L. Bittner, Edward R. Dougherty:
Assignment of terminal penalties in controlling genetic regulatory networks. ACC 2005: 417-422vol.1 - 2004
- [j126]Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Edward R. Dougherty, Danh V. Nguyen, Raymond J. Carroll:
Is cross-validation better than resubstitution for ranking genes? Bioinform. 20(2): 253-258 (2004) - [j125]Ulisses M. Braga-Neto, Edward R. Dougherty:
Is cross-validation valid for small-sample microarray classification? Bioinform. 20(3): 374-380 (2004) - [j124]Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty:
External control in Markovian genetic regulatory networks: the imperfect information case. Bioinform. 20(6): 924-930 (2004) - [j123]Ronaldo Fumio Hashimoto, Seungchan Kim, Ilya Shmulevich, Wei Zhang, Michael L. Bittner, Edward R. Dougherty:
Growing genetic regulatory networks from seed genes. Bioinform. 20(8): 1241-1247 (2004) - [j122]Sanju Attoor, Edward R. Dougherty, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent:
Which is better for cDNA-microarray-based classification: ratios or direct intensities. Bioinform. 20(16): 2513-2520 (2004) - [j121]Xiaobo Zhou, Xiaodong Wang, Ranadip Pal, Ivan Ivanov, Michael L. Bittner, Edward R. Dougherty:
A Bayesian connectivity-based approach to constructing probabilistic gene regulatory networks. Bioinform. 20(17): 2918-2927 (2004) - [j120]Xiaodong Wang, Edward R. Dougherty, Yidong Chen, Carsten O. Peterson:
Editorial. EURASIP J. Adv. Signal Process. 2004(1): 3-4 (2004) - [j119]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
Gene Prediction Using Multinomial Probit Regression with Bayesian Gene Selection. EURASIP J. Adv. Signal Process. 2004(1): 115-124 (2004) - [j118]Ivan Ivanov, Edward R. Dougherty:
Reduction Mappings between Probabilistic Boolean Networks. EURASIP J. Adv. Signal Process. 2004(1): 125-131 (2004) - [j117]Edward R. Dougherty, Ilya Shmulevich, Michael L. Bittner:
Genomic Signal Processing: The Salient Issues. EURASIP J. Adv. Signal Process. 2004(1): 146-153 (2004) - [j116]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty, Daniel E. Russ, Edward Suh:
Gene Clustering Based on Clusterwide Mutual Information. J. Comput. Biol. 11(1): 147-161 (2004) - [j115]Edward R. Dougherty:
Automatic design of morphological operators. J. Electronic Imaging 13(3): 486-491 (2004) - [j114]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
A Bayesian approach to nonlinear probit gene selection and classification. J. Frankl. Inst. 341(1-2): 137-156 (2004) - [j113]Alan C. Green, Edward R. Dougherty, Stephen Marshall, David Greenhalgh:
Optimal Filters with Multiresolution Apertures. J. Math. Imaging Vis. 20(3): 237-250 (2004) - [j112]Edward R. Dougherty:
A Lattice-Based Minimal Gray-Scale Switching Algorithm for Obtaining the Optimal Increasing Filter from the Optimal Filter. J. Math. Imaging Vis. 21(1-2): 43-52 (2004) - [j111]Marcel Brun, Roberto Hirata Jr., Junior Barrera, Edward R. Dougherty:
Nonlinear Filter Design Using Envelopes. J. Math. Imaging Vis. 21(1-2): 81-97 (2004) - [j110]Edward R. Dougherty, Marcel Brun:
A probabilistic theory of clustering. Pattern Recognit. 37(5): 917-925 (2004) - [j109]Ulisses M. Braga-Neto, Edward R. Dougherty:
Bolstered error estimation. Pattern Recognit. 37(6): 1267-1281 (2004) - [j108]Sanju Attoor, Edward R. Dougherty:
Classifier performance as a function of distributional complexity. Pattern Recognit. 37(8): 1641-1651 (2004) - [c47]Stephen Marshall, Edward R. Dougherty:
New challenges in non-linear signal and image processing. EUSIPCO 2004: 1883-1886 - [e6]Edward R. Dougherty, Jaakko Astola, Karen O. Egiazarian:
Image Processing: Algorithms and Systems III, San Jose, California, USA, January 18, 2004. SPIE Proceedings 5298, SPIE 2004, ISBN 978-0-8194-5201-6 [contents] - 2003
- [j107]Kyeong Eun Lee, Naijun Sha, Edward R. Dougherty, Marina Vannucci, Bani K. Mallick:
Gene selection: a Bayesian variable selection approach. Bioinform. 19(1): 90-97 (2003) - [j106]Marcel Brun, David Sabbagh, Seungchan Kim, Edward R. Dougherty:
Corrected Small-sample Estimation of the Bayes Error. Bioinform. 19(8): 944-951 (2003) - [j105]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
Missing-value estimation using linear and non-linear regression with Bayesian gene selection. Bioinform. 19(17): 2302-2307 (2003) - [j104]J. McKenzie, Stephen Marshall, Alison J. Gray, Edward R. Dougherty:
Morphological Texture Analysis Using the Texture Evolution Function. Int. J. Pattern Recognit. Artif. Intell. 17(2): 167-186 (2003) - [j103]Tailen Hsing, Sanju Attoor, Edward R. Dougherty:
Relation Between Permutation-Test P Values and Classifier Error Estimates. Mach. Learn. 52(1-2): 11-30 (2003) - [j102]Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty:
External Control in Markovian Genetic Regulatory Networks. Mach. Learn. 52(1-2): 169-191 (2003) - [j101]Yoganand Balagurunathan, Edward R. Dougherty:
Granulometric parametric estimation for the random Boolean model using optimal linear filters and optimal structuring elements. Pattern Recognit. Lett. 24(1-3): 283-293 (2003) - [j100]Marcel Brun, Edward R. Dougherty, Roberto Hirata Jr., Junior Barrera:
Design of optimal binary filters under joint multiresolution-envelope constraint. Pattern Recognit. Lett. 24(7): 937-945 (2003) - [j99]Jaakko Astola, Edward R. Dougherty, Ilya Shmulevich, Ioan Tabus:
Genomic signal processing. Signal Process. 83(4): 691-694 (2003) - [j98]Ronaldo Fumio Hashimoto, Edward R. Dougherty, Marcel Brun, Zheng-Zheng Zhou, Michael L. Bittner, Jeffrey M. Trent:
Efficient selection of feature sets possessing high coefficients of determination based on incremental determinations. Signal Process. 83(4): 695-712 (2003) - [j97]Xiaobo Zhou, Xiaodong Wang, Edward R. Dougherty:
Construction of genomic networks using mutual-information clustering and reversible-jump Markov-chain-Monte-Carlo predictor design. Signal Process. 83(4): 745-761 (2003) - [j96]Edward R. Dougherty, Ilya Shmulevich:
Mappings between probabilistic Boolean networks. Signal Process. 83(4): 799-809 (2003) - [j95]Alan C. Green, Stephen Marshall, David Greenhalgh, Edward R. Dougherty:
Design of multi-mask aperture filters. Signal Process. 83(9): 1961-1971 (2003) - [c46]Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty:
External control in Markovian genetic regulatory networks. ACC 2003: 3614-3619 - [c45]Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty:
Application of dynamic programming in genetic regulatory networks. CDC 2003: 2817-2822 - [e5]Edward R. Dougherty, Jaakko Astola, Karen O. Egiazarian:
Image Processing: Algorithms and Systems II, Santa Clara, California, USA, January 20, 2003. SPIE Proceedings 5014, SPIE 2003, ISBN 978-0-8194-4814-9 [contents] - 2002
- [j94]Ilya Shmulevich, Edward R. Dougherty, Seungchan Kim, Wei Zhang:
Probabilistic Boolean networks: a rule-based uncertainty model for gene regulatory networks. Bioinform. 18(2): 261-274 (2002) - [j93]Yidong Chen, Vishnu G. Kamat, Edward R. Dougherty, Michael L. Bittner, Paul S. Meltzer, Jeffrey M. Trent:
Ratio statistics of gene expression levels and applications to microarray data analysis. Bioinform. 18(9): 1207-1215 (2002) - [j92]Ilya Shmulevich, Edward R. Dougherty, Wei Zhang:
ayesian automatic relevance determination algorithms for classifying gene expression data. Bioinform. 18(10): 1332-1339 (2002) - [j91]Edward R. Dougherty, Junior Barrera, Marcel Brun, Seungchan Kim, Roberto Marcondes Cesar Junior, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent:
Inference from Clustering with Application to Gene-Expression Microarrays. J. Comput. Biol. 9(1): 105-126 (2002) - [j90]Seungchan Kim, Edward R. Dougherty, Junior Barrera, Yidong Chen, Michael L. Bittner, Jeffrey M. Trent:
Strong Feature Sets from Small Samples. J. Comput. Biol. 9(1): 127-146 (2002) - [j89]Edward R. Dougherty, Jaakko Astola:
Guest Editorial. J. Math. Imaging Vis. 16(3): 179-180 (2002) - [j88]Edward R. Dougherty, Junior Barrera:
Pattern Recognition Theory in Nonlinear Signal Processing. J. Math. Imaging Vis. 16(3): 181-197 (2002) - [j87]Roberto Hirata Jr., Marcel Brun, Junior Barrera, Edward R. Dougherty:
Multiresolution Design of Aperture Operators. J. Math. Imaging Vis. 16(3): 199-222 (2002) - [j86]Edward R. Dougherty:
Granulometric Size Density for Segmented Random-Disk Models. J. Math. Imaging Vis. 17(3): 271-281 (2002) - [j85]Ilya Shmulevich, Edward R. Dougherty, Wei Zhang:
From Boolean to probabilistic Boolean networks as models of genetic regulatory networks. Proc. IEEE 90(11): 1778-1792 (2002) - [j84]Yoganand Balagurunathan, Edward R. Dougherty:
Optimal linear granulometric estimation for random sets. Pattern Recognit. 35(6): 1315-1325 (2002) - [j83]Artyom M. Grigoryan, Galen Hostetter, Olli-P. Kallioniemi, Edward R. Dougherty:
Simulation Toolbox for 3D-FISH Spot-Counting Algorithms. Real Time Imaging 8(3): 203-212 (2002) - [c44]Marcel Brun, Yoganand Balagurunathan, Junior Barrera, Edward R. Dougherty:
Clustering granulometric features. Image Processing: Algorithms and Systems 2002: 36-42 - [c43]Yoganand Balagurunathan, Ronaldo Fumio Hashimoto, Seungchan Kim, Junior Barrera, Edward R. Dougherty:
Granulometric classifiers from small samples. Image Processing: Algorithms and Systems 2002: 100-107 - [c42]Artyom M. Grigoryan, Edward R. Dougherty:
Automatic counting of illuminated spheres in a random Boolean model. Image Processing: Algorithms and Systems 2002: 170-180 - [e4]Edward R. Dougherty, Jaakko Astola, Karen O. Egiazarian:
Image Processing: Algorithms and Systems, San Jose, California, USA, January 19, 2002. SPIE Proceedings 4667, SPIE 2002, ISBN 978-0-8194-4407-3 [contents] - 2001
- [j82]Edward R. Dougherty:
Editorial. J. Electronic Imaging 10(1): 6 (2001) - [j81]Edward R. Dougherty:
Optimal Conjunctive Granulometric Bandpass Filters. J. Math. Imaging Vis. 14(1): 39-51 (2001) - [j80]Edward R. Dougherty, Junior Barrera, Gerard Mozelle, Seungchan Kim, Marcel Brun:
Multiresolution Analysis for Optimal Binary Filters. J. Math. Imaging Vis. 14(1): 53-72 (2001) - [j79]Sinan Batman, Edward R. Dougherty:
Morphological granulometric estimation of random patterns in the context of parameterized random sets. Pattern Recognit. 34(6): 1207-1217 (2001) - [j78]Nipon Theera-Umpon, Edward R. Dougherty, Paul D. Gader:
Non-homothetic granulometric mixing theory with application to blood cell counting. Pattern Recognit. 34(12): 2547-2560 (2001) - [j77]Krishnamoorthy Sivakumar, Yoganand Balagurunathan, Edward R. Dougherty:
Asymptotic joint normality of the granulometric moments. Pattern Recognit. Lett. 22(14): 1537-1543 (2001) - [j76]Edward R. Dougherty, Yidong Chen:
Robust optimal granulometric bandpass filters. Signal Process. 81(7): 1357-1372 (2001) - [j75]Artyom M. Grigoryan, Edward R. Dougherty:
Bayesian robust optimal linear filters. Signal Process. 81(12): 2503-2521 (2001) - [c41]Bogdan Dumitrescu, Ioan Tabus, Sari Peltonen, Jaakko Astola, Edward R. Dougherty:
Efficient design of minmax ODIF robust stack filters. ISSPA 2001: 44-47 - [c40]Marcel Brun, Roberto Hirata Jr., Junior Barrera, Edward R. Dougherty:
Hybrid Human-Machine Non-Linear Filter Design Using Envelopes. SIBGRAPI 2001: 106-111 - 2000
- [j74]Vishnu G. Kamat, Edward R. Dougherty, Junior Barrera:
Multiresolution Bayesian design of binary filters. J. Electronic Imaging 9(3): 283-295 (2000) - [j73]Sinan Batman, Edward R. Dougherty, Francis Sand:
Heterogeneous morphological granulometries. Pattern Recognit. 33(6): 1047-1057 (2000) - [j72]Nina S. T. Hirata, Edward R. Dougherty, Junior Barrera:
A switching algorithm for design of optimal increasing binary filters over large windows. Pattern Recognit. 33(6): 1059-1081 (2000) - [j71]Krishnamoorthy Sivakumar, Manish J. Patel, Nasser Kehtarnavaz, Yoganand Balagurunathan, Edward R. Dougherty:
A Constant-time Algorithm for Erosions/Dilations with Applications to Morphological Texture Feature Computation. Real Time Imaging 6(3): 223-239 (2000) - [j70]Roberto Hirata Jr., Edward R. Dougherty, Junior Barrera:
Aperture filters. Signal Process. 80(4): 697-721 (2000) - [j69]Junior Barrera, Edward R. Dougherty, Marcel Brun:
Hybrid human-machine binary morphological operator design. An independent constraint approach. Signal Process. 80(8): 1469-1487 (2000) - [j68]Edward R. Dougherty, Seungchan Kim, Yidong Chen:
Coefficient of determination in nonlinear signal processing. Signal Process. 80(10): 2219-2235 (2000) - [c39]Edward R. Dougherty, Junior Barrera, Gerard Mozelle, Seungchan Kim, Marcel Brun:
Multiresolution filter design. Electronic Imaging: Nonlinear Image Processing 2000 - [c38]Vishnu G. Kamat, Edward R. Dougherty, Junior Barrera:
Bayesian multiresolution filter design. Electronic Imaging: Nonlinear Image Processing 2000 - [c37]Junior Barrera, Edward R. Dougherty:
Design of statistically optimal morphological operators. EUSIPCO 2000: 1-4 - [c36]Edward R. Dougherty:
Parametric design of nonlinear optimal filters. EUSIPCO 2000: 1-3 - [c35]Roberto Hirata, Edward R. Dougherty, Junior Barrera:
Design of gray-scale nonlinear filters via multiresolution apertures. EUSIPCO 2000: 1-4 - [c34]Artyom M. Grigoryan, Sos S. Agaian, Edward R. Dougherty:
Fibonacci thresholding, signal representation and morphological filters. EUSIPCO 2000: 1-4 - [c33]David L. Sabbagh, Edward R. Dougherty:
Small-sample estimation of the error of the optimal binary filter. EUSIPCO 2000: 1-4 - [c32]Ronaldo Fumio Hashimoto, Junior Barrera, Edward R. Dougherty:
From the Sup-Decomposition to A Sequential Decomposition. ISMM 2000: 13-22 - [c31]Roberto Hirata Jr., Edward R. Dougherty, Junior Barrera:
Some Applications of Aperture Filters. ISMM 2000: 119-128 - [c30]Junior Barrera, Marcel Brun, Routo Terada, Edward R. Dougherty:
Boosting OCR Classifier by Optimal Edge Noise Filtering. ISMM 2000: 371-380 - [e3]Edward R. Dougherty, Jaakko T. Astola:
Nonlinear Image Processing XI, Electronic Imaging, San Jose, CA, United States, 22-28 January 2000. SPIE Proceedings 3961, SPIE 2000, ISBN 9780819435798 [contents]
1990 – 1999
- 1999
- [b2]Edward R. Dougherty:
Random processes for image and signal processing. SPIE / IEEE series on imaging science and engineering, IEEE 1999, ISBN 978-0-7803-3495-3, pp. I-XIX, 1-592 - [j67]Sooncheol Baeg, Sinan Batman, Edward R. Dougherty, Vishnu G. Kamat, Nasser Kehtarnavaz, Seungchan Kim, Anthony T. Popov, Krishnamoorthy Sivakumar, Robert B. Shah:
Unsupervised morphological granulometric texture segmentation of digital mammograms. J. Electronic Imaging 8(1): 65-75 (1999) - [j66]Octavian V. Sarca, Edward R. Dougherty, Jaakko Astola:
Two-stage binary filters. J. Electronic Imaging 8(3): 219-232 (1999) - [j65]Yidong Chen, Edward R. Dougherty:
Markovian Analysis of Adaptive Reconstructive Multiparameter tau-Openings. J. Math. Imaging Vis. 10(3): 253-267 (1999) - [j64]Artyom M. Grigoryan, Edward R. Dougherty:
Design and Analysis of Robust Binary Filters in the Context of a Prior Distribution for the States of Nature. J. Math. Imaging Vis. 11(3): 239-254 (1999) - [j63]John C. Handley, Edward R. Dougherty:
Maximum-likelihood estimation and optimal filtering in the nondirectional, one-dimensional binomial germ-grain model. Pattern Recognit. 32(9): 1529-1541 (1999) - [j62]Francis Sand, Edward R. Dougherty:
Robustness of granulometric moments. Pattern Recognit. 32(9): 1657-1665 (1999) - [j61]John C. Handley, Edward R. Dougherty:
Probability distributions for discrete one-dimensional coverage processes. Signal Process. 69(2): 163-168 (1999) - [c29]Junior Barrera, Edward R. Dougherty, Marcel Brun:
Hybrid human-machine binary morphological operator design. Electronic Imaging: Nonlinear Image Processing 1999 - [c28]Roberto Hirata, Edward R. Dougherty, Junior Barrera:
Optimal range-domain window filters. Electronic Imaging: Nonlinear Image Processing 1999 - [c27]Nina Sumiko Tomita Hirata, Edward R. Dougherty, Junior Barrera:
Efficient switching algorithm for designing increasing binary filters. Electronic Imaging: Nonlinear Image Processing 1999 - [c26]Sooncheol Baeg, Nasser Kehtarnavaz, Edward R. Dougherty:
Morphological texture-based classification of abnormalities in mammograms. Image Processing 1999 - [c25]Edward R. Dougherty, Michael L. Bittner, Yidong Chen, Seungchan Kim, Krishnamoorthy Sivakumar, Junior Barrera, Paul S. Meltzer, Jeffrey M. Trent:
Nonlinear filters in genomic control. NSIP 1999: 10-14 - [c24]Edward R. Dougherty:
The Granulometric Size Density in Filter Optimization. SIBGRAPI 1999: 257-264 - [c23]Nina S. T. Hirata, Junior Barrera, Edward R. Dougherty:
Design of Statistically Optimal Stack Filters. SIBGRAPI 1999: 265-274 - [e2]Edward R. Dougherty, Jaakko T. Astola:
Nonlinear Image Processing X, Electronic Imaging, San Jose, CA, United States, 23-29 January 1999. SPIE Proceedings 3646, SPIE 1999, ISBN 9780819431172 [contents] - 1998
- [j60]Edward R. Dougherty:
Editorial. J. Electronic Imaging 7(1): 5 (1998) - [j59]Artyom M. Grigoryan, Edward R. Dougherty:
Robustness of optimal binary filters. J. Electronic Imaging 7(1): 117-126 (1998) - [j58]Francis Sand, Edward R. Dougherty:
Asymptotic granulometric mixing theorem: Morphological estimation of sizing parameters and mixture proportions. Pattern Recognit. 31(1): 53-61 (1998) - [j57]Octavian V. Sarca, Edward R. Dougherty, Jaakko Astola:
Secondarily constrained Boolean filters. Signal Process. 71(3): 247-263 (1998) - [c22]Sooncheol Baeg, Anthony T. Popov, Vishnu G. Kamat, Sinan Batman, Krishnamoorthy Sivakumar, Nasser Kehtarnavaz, Edward R. Dougherty, Robert B. Shah:
Segmentation of Mammograms into Distinct Morphological Texture Regions. CBMS 1998: 20-25 - [c21]Manish J. Patel, Nasser Kehtarnavaz, Edward R. Dougherty, Sinan Batman, Krishnamoorthy Sivakumar, Anthony T. Popov:
Computation of morphological texture features for medical imaging applications. Image Processing 1998 - [c20]Edward R. Dougherty:
Binary filter estimation for large windows. SIBGRAPI 1998: 20-27 - 1997
- [j56]John C. Handley, Edward R. Dougherty:
Maximum-Likelihood Estimation for the Two-Dimensional Discrete Boolean Random Set and Function Models Using Multidimensional Linear Samples. CVGIP Graph. Model. Image Process. 59(4): 221-231 (1997) - [j55]Edward R. Dougherty:
Editorial. J. Electronic Imaging 6(1): 4 (1997) - [j54]Junior Barrera, Edward R. Dougherty, Nina Sumiko Tomita:
Automatic programming of binary morphological machines by design of statistically optimal operators in the context of computational learning theory. J. Electronic Imaging 6(1): 54-67 (1997) - [j53]Edward R. Dougherty:
Editorial. J. Electronic Imaging 6(2): 152 (1997) - [j52]Edward R. Dougherty:
Editorial. J. Electronic Imaging 6(3): 268 (1997) - [j51]Edward R. Dougherty:
Optimal Binary Morphological Bandpass Filters Induced by Granulometric Spectral Representation. J. Math. Imaging Vis. 7(2): 175-192 (1997) - [j50]Robert P. Loce, Edward R. Dougherty, Ronald E. Jodoin, Michael S. Cianciosi:
Logically Efficient Spatial Resolution Conversion Using Paired Increasing Operators. Real Time Imaging 3(1): 7-16 (1997) - [j49]Edward R. Dougherty, Clara Cuciurean-Zapan:
Optimal reconstructive τ-openings for disjoint and statistically modeled nondisjoint grains. Signal Process. 56(1): 45-58 (1997) - [j48]Yidong Chen, Edward R. Dougherty:
Optimal and adaptive reconstructive granulometric bandpass filters. Signal Process. 61(1): 65-81 (1997) - [j47]Divyendu Sinha, Purnendu Sinha, Edward R. Dougherty, Sinan Batman:
Design and analysis of fuzzy morphological algorithms for image processing. IEEE Trans. Fuzzy Syst. 5(4): 570-584 (1997) - [c19]Yeqing (Juliet) Zhang, Robert P. Loce, Edward R. Dougherty:
Document restoration and enhancement using optimal iterative and paired morphological filters. Document Recognition 1997: 109-123 - 1996
- [j46]Edward R. Dougherty:
Editorial. J. Electronic Imaging 5(1): 4-5 (1996) - [j45]Edward R. Dougherty, Robert P. Loce:
Optimal binary differencing filters: design, logic complexity, precision analysis, and application to digital document processing. J. Electronic Imaging 5(1): 66-86 (1996) - [j44]Edward R. Dougherty:
Editorial. J. Electronic Imaging 5(2): 116 (1996) - [j43]Edward R. Dougherty:
Editorial. J. Electronic Imaging 5(3): 248 (1996) - [j42]Yidong Chen, Edward R. Dougherty:
Adaptive reconstructive tau-openings: convergence and the steady-state distribution. J. Electronic Imaging 5(3): 266-282 (1996) - [j41]Edward R. Dougherty:
Editorial. J. Electronic Imaging 5(4): 428 (1996) - [j40]Edward R. Dougherty:
Existence and synthesis of minimal-basis morphological solutions for a restoration-based boundary-value problem. J. Math. Imaging Vis. 6(4): 315-333 (1996) - [j39]Edward R. Dougherty, Yidong Chen, Amir Waks:
Bayesian morphological peak estimation and its application to chromosome counting via fluorescence In situ hybridization. Pattern Recognit. 29(6): 987-996 (1996) - [j38]John C. Handley, Edward R. Dougherty:
Optimal nonlinear filter for signal-union-noise and runlength analysis in the directional one-dimensional discrete Boolean random set model. Signal Process. 51(3): 147-166 (1996) - [c18]Sinan Batman, Edward R. Dougherty:
Granulometric estimation of distorted shapes. Electronic Imaging: Nonlinear Image Processing 1996: 0000 - [c17]John C. Handley, Edward R. Dougherty:
Maximum-likelihood estimation for the two-dimensional discrete Boolean model using cross-windowed observations. Electronic Imaging: Nonlinear Image Processing 1996: 0000 - [c16]Edward R. Dougherty, Yidong Chen:
Optimal and Adaptive Design of Reconstructive Granulometric Filters. ISMM 1996: 253-261 - [c15]Vivek Swarnakar, Athimootil V. Mathew, Edward R. Dougherty, Claudio H. Sibata:
Optimal restoration of compressed biomedical images: a discrete lattice theoretic approach. Image Processing 1996 - [c14]Edward R. Dougherty, Junior Barrera:
Morphological paradigm for loss-function-based design of digital filters. Visual Information Processing 1996: 90-97 - [e1]Edward R. Dougherty, Jaakko T. Astola, Harold G. Longbotham:
Nonlinear Image Processing VII, Electronic Imaging: Science and Technology, San Jose, CA, USA, 28 January - 2 February 1996. SPIE Proceedings 2662, SPIE 1996, ISBN 9780819420367 [contents] - 1995
- [j37]Edward R. Dougherty:
Editorial. J. Electronic Imaging 4(1): 4 (1995) - [j36]Edward R. Dougherty:
Editorial. J. Electronic Imaging 4(2): 112 (1995) - [j35]Edward R. Dougherty:
Editorial. J. Electronic Imaging 4(3): 224 (1995) - [j34]Edward R. Dougherty:
Editorial. J. Electronic Imaging 4(4): 328 (1995) - [j33]Edward R. Dougherty, Francis Sand:
Representation of Linear Granulometric Moments for Deterministic and Random Binary Euclidean Images. J. Vis. Commun. Image Represent. 6(1): 69-79 (1995) - [j32]Edward R. Dougherty, Yingchong Cheng:
Morphological pattern-spectrum classification of noisy shapes: Exterior granulometries. Pattern Recognit. 28(1): 81-98 (1995) - [j31]Edward R. Dougherty, Divyendu Sinha:
Computational Gray-scale Mathematical Morphology on Lattices (A Comparator-based Image Algebra) Part 1: Architecture. Real Time Imaging 1(1): 69-85 (1995) - [j30]Edward R. Dougherty, Divyendu Sinha:
Computational Gray-scale Mathematical Morphology on Lattices (A Comparator-based Image Algebra) Part II: Image Operators. Real Time Imaging 1(4): 283-295 (1995) - [j29]Edward R. Dougherty, John C. Handley:
Recursive maximum-likelihood estimation in the one-dimensional discrete Boolean random set model. Signal Process. 43(1): 1-15 (1995) - [j28]Divyendu Sinha, Edward R. Dougherty:
A general axiomatic theory of intrinsically fuzzy mathematical morphologies. IEEE Trans. Fuzzy Syst. 3(4): 389-403 (1995) - [c13]Robert P. Loce, Edward R. Dougherty:
Design and application of binary differencing filters. Document Recognition 1995: 338-349 - [c12]Sinan Batman, Edward R. Dougherty, Mark C. Rzadca, Joseph O. Chapa:
Multivariate morphological granulometric texture classification using Walsh and wavelet features. Visual Information Processing 1995: 46-56 - [c11]Edward R. Dougherty:
Filtering clutter by optimal granulometric bandpass filters. Visual Information Processing 1995: 70-76 - 1994
- [j27]John C. Handley, Edward R. Dougherty:
Model-based optimal restoration of fax images in the context of mathematical morphology. J. Electronic Imaging 3(2): 182-189 (1994) - [j26]Edward R. Dougherty:
Optimal mean-absolute-error filtering of gray-scale signals by the morphological hit-or-miss transform. J. Math. Imaging Vis. 4(3): 255-271 (1994) - [j25]Edward R. Dougherty:
Minimal representation of -openings via pattern bases. Pattern Recognit. Lett. 15(10): 1029-1033 (1994) - [j24]Edward R. Dougherty, Divyendu Sinha:
Computational mathematical morphology. Signal Process. 38(1): 21-29 (1994) - [j23]Edward R. Dougherty, Robert P. Loce:
Precision of morphological-representation estimators for translation-invariant binary filters: Increasing and nonincreasing. Signal Process. 40(2-3): 129-154 (1994) - [c10]Eugene J. Kraus, Edward R. Dougherty:
Segmentation-free morphological character recognition. Document Recognition 1994: 14-23 - [c9]John C. Handley, Edward R. Dougherty:
Optimal nonlinear fax restoration. Document Recognition 1994: 232-242 - [c8]Yidong Chen, Edward R. Dougherty:
Adaptive Parameterized Openings. ISMM 1994: 29-36 - 1993
- [j22]Ian R. Joughin, Robert M. Haralick, Edward R. Dougherty:
Model-based algorithm for designing suboptimal morphological filters for restoring subtractive-noise-corrupted images. J. Electronic Imaging 2(4): 314-325 (1993) - [j21]Bruno Bettoli, Edward R. Dougherty:
Linear granulometric moments of noisy binary images. J. Math. Imaging Vis. 3(3): 299-319 (1993) - [j20]Eugene J. Kraus, Henk J. A. M. Heijmans, Edward R. Dougherty:
Gray-scale granulometries compatible with spatial scalings. Signal Process. 34(1): 1-17 (1993) - [c7]Clara Cuciurean-Zapan, Edward R. Dougherty:
Computational morphology and representation of operators between complete lattices. VCIP 1993 - 1992
- [j19]Edward R. Dougherty:
Optimal mean-square N-observation digital morphological filters : I. Optimal binary filters. CVGIP Image Underst. 55(1): 36-54 (1992) - [j18]Edward R. Dougherty:
Optimal mean-square N-observation digital morphological filters : II. Optimal gray-scale filters. CVGIP Image Underst. 55(1): 55-72 (1992) - [j17]Edward R. Dougherty, Robert P. Loce:
Robust Morphologically Continuous Fourier Descriptors I: Projection-Generated Descriptors. Int. J. Pattern Recognit. Artif. Intell. 6(5): 873-892 (1992) - [j16]Edward R. Dougherty, Robert P. Loce:
Robust Morphologically Continuous Fourier Descriptors II: Continuity and Occlusion Analysis. Int. J. Pattern Recognit. Artif. Intell. 6(5): 893-911 (1992) - [j15]Edward R. Dougherty, Jeff B. Pelz, Francis Sand, Arnold Lent:
Morphological image segmentation by local granulometric size distributions. J. Electronic Imaging 1(1): 46-60 (1992) - [j14]Edward R. Dougherty:
Euclidean gray-scale granulometries: Representation and umbra inducement. J. Math. Imaging Vis. 1(1): 7-21 (1992) - [j13]Francis Sand, Edward R. Dougherty:
Statistics of the morphological pattern-spectrum moments for a random-grain model. J. Math. Imaging Vis. 1(2): 121-135 (1992) - [j12]Edward R. Dougherty, Robert M. Haralick:
Hole-spectrum representation and model-based optimal morphological restoration of binary images degraded by subtractive noise. J. Math. Imaging Vis. 1(3): 257-278 (1992) - [j11]Edward R. Dougherty, Robert M. Haralick:
Unification of nonlinear filtering in the context of binary logical calculus, part I: Binary filters. J. Math. Imaging Vis. 2(2-3): 173-183 (1992) - [j10]Edward R. Dougherty:
Unification of nonlinear filtering in the context of binary logical calculus, part II: Gray-scale filters. J. Math. Imaging Vis. 2(2-3): 185-192 (1992) - [j9]Jean Serra, Edward R. Dougherty:
Preface. J. Vis. Commun. Image Represent. 3(2): 103 (1992) - [j8]Edward R. Dougherty, Dongming Zhao:
Model-based characterization of statistically optimal design for morphological shape recognition algorithms via the hit-or-miss transform. J. Vis. Commun. Image Represent. 3(2): 147-160 (1992) - [j7]Francis Sand, Edward R. Dougherty:
Asymptotic normality of the morphological pattern-spectrum moments and orthogonal granulometric generators. J. Vis. Commun. Image Represent. 3(2): 203-214 (1992) - [j6]Divyendu Sinha, Edward R. Dougherty:
Fuzzy mathematical morphology. J. Vis. Commun. Image Represent. 3(3): 286-302 (1992) - [j5]Robert P. Loce, Edward R. Dougherty:
Optimal morphological restoration: The morphological filter mean-absolute-error theorem. J. Vis. Commun. Image Represent. 3(4): 412-432 (1992) - [j4]Edward R. Dougherty, John T. Newell, Jeff B. Pelz:
Morphological texture-based maximum-likelihood pixel classification based on local granulometric moments. Pattern Recognit. 25(10): 1181-1198 (1992) - [j3]Edward R. Dougherty, Robert M. Haralick, Yidong Chen, Carsten Agerskov, Ulrik Jacobi, Poul Henrik Sloth:
Estimation of optimal morphological τ-opening parameters based on independent observation of signal and noise pattern spectra. Signal Process. 29(3): 265-281 (1992) - [c6]Robert P. Loce, Edward R. Dougherty:
The use of first-order structuring-element libraries to design morphological filters. ICPR (3) 1992: 256-259 - 1991
- [j2]Edward R. Dougherty:
Application of the Hausdorff metric in gray-scale mathematical morphology via truncated umbrae. J. Vis. Commun. Image Represent. 2(2): 177-187 (1991) - 1990
- [c5]Edward R. Dougherty:
Hausdorf-metric interpretation of convergence in the Matheron topology for binary mathematical morphology. ICPR (1) 1990: 870-875 - [c4]Edward R. Dougherty:
Minimal search for the optimal mean-square digital gray-scale morphological filter. VCIP 1990
1980 – 1989
- 1989
- [c3]Edward R. Dougherty:
The dual representation of gray-scale morphological filters. CVPR 1989: 172-177 - 1988
- [b1]Edward R. Dougherty, Charles R. Giardina:
Mathematical methods for artificial intelligence and autonomous systems. Prentice Hall 1988, ISBN 978-0-13-560921-7, pp. I-XV, 1-446 - [j1]Edward R. Dougherty, Charles R. Giardina:
Morphology on umbra Matrices. Int. J. Pattern Recognit. Artif. Intell. 2(2): 367-386 (1988) - [c2]Edward R. Dougherty, Paramjit S. Sehdev:
A robust image processing language in the context of image algebra. CVPR 1988: 748-753 - [c1]Edward R. Dougherty, Charles R. Giardina:
Closed-form representation of convolution, dilation, and erosion in the context of image algebra. CVPR 1988: 754-759
Coauthor Index
Jaakko Astola
aka: Jaakko T. Astola
aka: Jaakko T. Astola
Ulisses Braga-Neto
aka: Ulisses M. Braga-Neto
aka: Ulisses M. Braga-Neto
Xiangfang Li
aka: Xiangfang Lindsey Li
aka: Xiangfang Lindsey Li
[j299] [j298] [j296] [j295] [j294] [i8] [j293] [c138] [c137] [j291] [j290] [j289] [c136] [c135] [c134] [i7] [i6] [j286] [i5] [j285] [j283] [j281] [i4] [j279] [j277] [j276] [j271] [j270] [j269] [c133] [c132] [c131] [i3] [j268] [j266] [c129] [c128] [j263] [c120] [p1] [j229] [c108] [j218] [c96] [j207] [c87] [j198] [j197] [j194] [j191] [c72] [j188] [c63] [j164]
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