Jason M. Knight

According to our database, Jason M. Knight authored at least 6 papers between 2011 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Detecting Multivariate Gene Interactions in RNA-Seq Data Using Optimal Bayesian Classification.

Jason M. Knight, Ivan Ivanov, Karen Triff, Robert S. Chapkin, Edward R. Dougherty

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

2014

MCMC implementation of the optimal Bayesian classifier for non-Gaussian models: model-based RNA-Seq classification.

Jason M. Knight, Ivan Ivanov, Edward R. Dougherty

BMC Bioinform., 2014

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 classification.

Mohammad Shahrokh Esfahani, Jason M. Knight, Amin Zollanvari, Byung-Jun Yoon, Edward R. Dougherty

Pattern Recognit., 2013

Bayesian multivariate Poisson model for RNA-seq classification.

Jason M. Knight, Ivan Ivanov, Edward R. Dougherty

Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013

2012

Generating Stochastic Gene Regulatory Networks Consistent With Pathway Information and Steady-State Behavior.

Jason M. Knight, Aniruddha Datta, Edward R. Dougherty

IEEE Trans. Biomed. Eng., 2012

2011

Attractor estimation and model refinement for stochastic regulatory network models.

Jason M. Knight, Edward R. Dougherty

Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011