Jason M. Knight - researchr alias

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Viewing Publication 1 - 6 from 6

2018

Detecting Multivariate Gene Interactions in RNA-Seq Data Using Optimal Bayesian ClassificationJason M. Knight, Ivan Ivanov, Karen Triff, Robert S. Chapkin, Edward R. Dougherty. tcbb, 15(2):484-493, 2018. [doi]

2014

MCMC implementation of the optimal Bayesian classifier for non-Gaussian models: model-based RNA-Seq classificationJason M. Knight, Ivan Ivanov, Edward R. Dougherty. bmcbi, 15:401, 2014. [doi]

2013

Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state phenotype classificationMohammad Shahrokh Esfahani, Jason M. Knight, Amin Zollanvari, Byung-Jun Yoon, Edward R. Dougherty. PR, 46(10):2783-2797, 2013. [doi]

Bayesian multivariate Poisson model for RNA-seq classificationJason M. Knight, Ivan Ivanov, Edward R. Dougherty. gensips 2013: 96-97 [doi]

2012

Generating Stochastic Gene Regulatory Networks Consistent With Pathway Information and Steady-State BehaviorJason M. Knight, Aniruddha Datta, Edward R. Dougherty. tbe, 59(6):1701-1710, 2012. [doi]

2011

Attractor estimation and model refinement for stochastic regulatory network modelsJason M. Knight, Edward R. Dougherty. gensips 2011: 54-55 [doi]

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