Mohammad Shahrokh Esfahani

According to our database, Mohammad Shahrokh Esfahani authored at least 19 papers between 2011 and 2019.

Collaborative distances:

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

2019

Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification.

Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

2018

Optimal Bayesian Kalman Filtering With Prior Update.

Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty

IEEE Trans. Signal Process., 2018

2017

Intrinsically Bayesian Robust Kalman Filter: An Innovation Process Approach.

Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani

IEEE Trans. Signal Process., 2017

Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors.

Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty

BMC Bioinform., 2017

Bayesian Kalman filtering in the presence of unknown noise statistics using factor graphs.

Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R. Dougherty

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Noninvasive Cancer Classification Using Diverse Genomic Features in Circulating Tumor DNA.

Mohammad Shahrokh Esfahani, Aaron M. Newman, Florian Scherer, Robert Tibshirani, Maximilian Diehn, Ash A. Alizadeh

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Inference of Nonlinear ODE-Based Gene Regulatory Networks via Intrinsically Bayesian Robust Kalman Filtering.

Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R. Dougherty

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

A Bayesian framework for robust Kalman filtering under uncertain noise statistics.

Roozbeh Dehghannasiri, Mohammad Shahrokh Esfahani, Edward R. Dougherty

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

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.

Mohammad Shahrokh Esfahani, Edward R. Dougherty

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Discrete optimal Bayesian classification with error-conditioned sequential sampling.

Ariana Broumand, Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R. Dougherty

Pattern Recognit., 2015

2014

Incorporation of Biological PathwayKnowledge in the Construction of Priorsfor Optimal Bayesian Classification.

Mohammad Shahrokh Esfahani, Edward R. Dougherty

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Effect of separate sampling on classification accuracy.

Mohammad Shahrokh Esfahani, Edward R. Dougherty

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

A Cooperative MARC Scheme Using Analogue Network Coding to Achieve Second-Order Diversity

Mohammad Shahrokh Esfahani, Masoumeh Nasiri-Kenari

CoRR, 2013

Effect of separate sampling on classification and the minimax criterion.

Mohammad Shahrokh Esfahani, Edward R. Dougherty

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

Sample-based prior probability construction using biological pathway knowledge.

Mohammad Shahrokh Esfahani, Edward R. Dougherty

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

OBGene: Optimal barcode generator for NGS experiments.

Esmaeil Atashpaz-Gargari, Mohammad Shahrokh Esfahani, Richard Metz, Charles D. Johnson

Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012

2011

Probabilistic reconstruction of the tumor progression process in gene regulatory networks in the presence of uncertainty.

Mohammad Shahrokh Esfahani, Byung-Jun Yoon, Edward R. Dougherty

BMC Bioinform., 2011

Designing enhanced classifiers using prior process knowledge: Regularized maximum-likelihood.

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

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