Effective identification of conserved pathways in biological networks using hidden Markov models.

by Xiaoning Qian, Byung-Jun Yoon
Published 2009-12-01

A Bayesian robust Kalman smoothing framework for state-space models with uncertain noise statistics

by Roozbeh Dehghannasiri, Xiaoning Qian, Edward R. Dougherty
Published 2018-09-01

CUFID-query: accurate network querying through random walk based network flow estimation

by Hyundoo Jeong, Xiaoning Qian, Byung-Jun Yoon
Published 2017-12-01

Experimental Design via Generalized Mean Objective Cost of Uncertainty

by Shahin Boluki, Xiaoning Qian, Edward R. Dougherty
Published 2019-01-01

Robust mutant strain design by pessimistic optimization

by Meltem Apaydin, Liang Xu, Bo Zeng, Xiaoning Qian
Published 2017-10-01

Effective computational detection of piRNAs using n-gram models and support vector machine

by Chun-Chi Chen, Xiaoning Qian, Byung-Jun Yoon
Published 2017-12-01

Quantifying the Multi-Objective Cost of Uncertainty

by Byung-Jun Yoon, Xiaoning Qian, Edward R. Dougherty
Published 2021-01-01

Selected research articles from the 2017 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC)

by Byung-Jun Yoon, Xiaoning Qian, Tamer Kahveci, Ranadip Pal
Published 2018-03-01

ClusterM: a scalable algorithm for computational prediction of conserved protein complexes across multiple protein interaction networks

by Yijie Wang, Hyundoo Jeong, Byung-Jun Yoon, Xiaoning Qian
Published 2020-11-01

Selected research articles from the 2018 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC)

by Byung-Jun Yoon, Xiaoning Qian, Tamer Kahveci, Ranadip Pal
Published 2019-06-01

Selected Research Articles from the 2019 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC)

by Byung-Jun Yoon, Xiaoning Qian, Tamer Kahveci, Ranadip Pal
Published 2020-09-01

Accelerating scientific discoveries through data-driven innovations

by Francis J. Alexander, Meifeng Lin, Xiaoning Qian, Byung-Jun Yoon
Published 2023-11-01

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

by Shahin Boluki, Mohammad Shahrokh Esfahani, Xiaoning Qian, Edward R Dougherty
Published 2017-12-01

Optimal clustering with missing values

by Shahin Boluki, Siamak Zamani Dadaneh, Xiaoning Qian, Edward R. Dougherty
Published 2019-06-01

Mask or no mask for COVID-19: A public health and market study.

by Tom Li, Yan Liu, Man Li, Xiaoning Qian, Susie Y Dai
Published 2020-01-01

Feature selection with interactions in logistic regression models using multivariate synergies for a GWAS application

by Easton Li Xu, Xiaoning Qian, Qilian Yu, Han Zhang, Shuguang Cui
Published 2018-03-01

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 2023-11-01

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 2019-06-01

Synthetic data for design and evaluation of binary classifiers in the context of Bayesian transfer learning

by Omar Maddouri, Xiaoning Qian, Francis J. Alexander, Edward R. Dougherty, Byung-Jun Yoon
Published 2022-06-01

Bayesian gamma-negative binomial modeling of single-cell RNA sequencing data

by Siamak Zamani Dadaneh, Paul de Figueiredo, Sing-Hoi Sze, Mingyuan Zhou, Xiaoning Qian
Published 2020-09-01