Search Results - Edward R. Dougherty

Edward R. Dougherty

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

Dougherty is the author of 16 books, whose topics range from basic probability books to advanced computational biology and genomic systems engineering. He proposed the Probabilistic Boolean Network (PBN) model for gene regulatory networks. PBNs have been extensively used for intervention and classification in genomic problems. He has also introduced the notion of Bolstered Error Estimation and Coefficient of Determination for Nonlinear Signal Processing. Provided by Wikipedia
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  1. 1

    On the Number of Close-to-Optimal Feature Sets by Edward R. Dougherty, Marcel Brun

    Published in Cancer Informatics (2006-01-01)
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  2. 2

    MORPHOLOGICAL GRANULOMETRIC ANALYSIS OF SEDIMENT IMAGES by Yoganand Balagurunathan, Edward R Dougherty, Stanislav Frančišković-Bilinski, Halka Bilinski, Neda Vdović

    Published in Image Analysis and Stereology (2011-05-01)
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  3. 3

    Scalable optimal Bayesian classification of single-cell trajectories under regulatory model uncertainty by Ehsan Hajiramezanali, Mahdi Imani, Ulisses Braga-Neto, Xiaoning Qian, Edward R. Dougherty

    Published in BMC Genomics (2019-06-01)
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  4. 4

    Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery by Xiaoning Qian, Byung-Jun Yoon, Raymundo Arróyave, Xiaofeng Qian, Edward R. Dougherty

    Published in Patterns (2023-11-01)
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  5. 5

    Optimal decision-making in high-throughput virtual screening pipelines by Hyun-Myung Woo, Xiaoning Qian, Li Tan, Shantenu Jha, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon

    Published in Patterns (2023-11-01)
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  6. 6

    Pathway-based analyses of gene expression profiles at low doses of ionizing radiation by Xihaier Luo, Seyednami Niyakan, Patrick Johnstone, Sean McCorkle, Gilchan Park, Vanessa López-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Xiaoning Qian, Francis J. Alexander, Shantenu Jha, Shantenu Jha, Byung-Jun Yoon, Byung-Jun Yoon

    Published in Frontiers in Bioinformatics (2024-05-01)
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