Jason M. Knight

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 1

Top Topics

Bayesian Classifiers

Feature Distributions

Top Venues

Pattern Recognit.

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE Trans. Biomed. Eng.

Publications

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) (2018)
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 (2014)
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) (2013)
Jason M. Knight, Ivan Ivanov, Edward R. Dougherty
Bayesian multivariate Poisson model for RNA-seq classification. GENSiPS (2013)
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) (2012)
Jason M. Knight, Edward R. Dougherty
Attractor estimation and model refinement for stochastic regulatory network models. GENSiPS (2011)