# overview
Xiaoning Qian's research interests include machine learning and Bayesian experimental design as well as their applications in computational network biology, genomic signal processing, and biomedical signal and image analysis. He is affiliated with the Center for Bioinformatics and Genomic Systems Engineering and the Center for Translational Environmental Health Research at Texas A&M.

# keywords[]
3102 Bioinformatics And Computational Biology

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Alternating Direction Method Of Multipliers

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Machine Learning And Artificial Intelligence

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4.1 Discovery And Preclinical Testing Of Markers And Technologies

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4.1 Discovery And Preclinical Testing Of Markers And Technologies

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3102 Bioinformatics And Computational Biology

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4.1 Discovery And Preclinical Testing Of Markers And Technologies

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3102 Bioinformatics And Computational Biology

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3102 Bioinformatics And Computational Biology

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Networking And Information Technology R&d

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4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
Networking And Information Technology R&d

# keywords[]
Networking And Information Technology R&d

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

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4603 Computer Vision And Multimedia Computation

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Machine Learning And Artificial Intelligence

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Networking And Information Technology R&d

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Networking And Information Technology R&d

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3403 Macromolecular And Materials Chemistry

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Exponential Family Principal Component Analysis

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Optimal Bayesian Transfer Regression (obtr)

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Mean Multi-objective Cost Of Uncertainty (multi-objective Mocu)

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Mean Objective Cost Of Uncertainty (mocu)

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Mean Objective Cost Of Uncertainty (mocu)

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2.2 Factors Relating To The Physical Environment

# keywords[]
Mean Objective Cost Of Uncertainty (mocu)

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1.1 Normal Biological Development And Functioning

# keywords[]
Mean Objective Cost Of Uncertainty (mocu)

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4603 Computer Vision And Multimedia Computation

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Networking And Information Technology R&d (nitrd)

# keywords[]
Machine Learning And Artificial Intelligence

# educationAndTraining[].organization.label
Yale University - (New Haven, Connecticut, United States)

# awardsAndHonors[].label
Faculty Early Career Development (CAREER) Program

# publications[].label
A Scalable Algorithm for Structured Kernel Feature Selection

# publications[].label
On the long-run sensitivity of probabilistic Boolean networks.

# publications[].label
Stationary and structural control in gene regulatory networks: basic concepts

# publications[].label
Adaptive bi-level programming for optimal gene knockouts for targeted overproduction under phenotypic constraints.

# publications[].label
A Reliable Alternative of OptKnock for Desirable Mutant Microbial Strains

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Biological network clustering by robust NMF

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Optimal experimental design in the context of canonical expansions

# publications[].publisher
Institution of Engineering and Technology (IET)

# publications[].label
Selected research articles from the 2017 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC).

# publications[].label
Logistic Principal Component Analysis for Rare Variants in Gene-Environment Interaction Analysis

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Brucella activates the host RIDD pathway to subvert BLOS1-directed immune defense.

# publications[].label
Comparative Analysis of Biological Networks: Hidden Markov model and Markov chain-based approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal Bayesian Classification With Missing Values

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal Bayesian Transfer Learning for Count Data.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Batch active learning for accelerating the development of interatomic potentials

# publications[].label
Bayesian optimization with adaptive surrogate models for automated experimental design

# publications[].label
MUSTANG: MUlti-sample Spatial Transcriptomics data ANalysis with cross-sample transcriptional similarity Guidance

# publications[].label
STRUCTURAL INTERVENTION OF GENE REGULATORY NETWORKS BY GENERAL RANK-K MATRIX PERTURBATION

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal Embedding for Shape Indexing in Medical Image Databases

# publications[].label
Correction: A Rule-Based Prognostic Model for Type 1 Diabetes by Identifying and Synthesizing Baseline Profile Patterns

# publications[].label
Detecting Pairwise Interactive Effects of Continuous Random Variables for Biomarker Identification with Small Sample Size.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Effective visualization of complex vascular structures using a non-parametric vessel detection method.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian Proper Orthogonal Decomposition for Learnable Reduced-Order Models with Uncertainty Quantification

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
State reduction for network intervention in probabilistic Boolean networks.

# publications[].label
CO-SEGMENTATION OF MULTIPLE IMAGES THROUGH RANDOM WALK ON GRAPHS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Experimental Design via Generalized Mean Objective Cost of Uncertainty

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Design of High-Temperature NiCuTiHf Shape Memory Alloys with Minimum Thermal Hysteresis using Bayesian Optimization

# publications[].label
Optimally Adapted Indexing Trees for Medical Image Databases

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
How influential are you: Detecting influential bloggers in a blogging community

# publications[].label
FEATURE RANKING BASED ON SYNERGY NETWORKS TO IDENTIFY PROGNOSTIC MARKERS IN DPT-1

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Prognostics of surgical site infections using dynamic health data.

# publications[].label
Functional module identification by block modeling using simulated annealing with path relinking

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Selected Articles from the 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS 2012).

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
CONTOUR-BASED HIDDEN MARKOV MODEL TO SEGMENT 2D ULTRASOUND IMAGES

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal embedding for shape indexing in medical image databases.

# publications[].label
Analytic formulation of optimal structural intervention strategies in Boolean Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
JOINT CLUSTERING OF PROTEIN INTERACTION NETWORKS BY BLOCK MODELING

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Selected research articles from the 2018 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC).

# publications[].label
Dynamic Inspection of Latent Variables in State-Space Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multiple Quality Control Mechanisms in the ER and TGN Determine Subcellular Dynamics and Salt-Stress Tolerance Function of KORRIGAN1.

# publications[].label
A Comparison of Rule-based Analysis with Regression Methods in Understanding the Risk Factors for Study Withdrawal in a Pediatric Study.

# publications[].tags
16 Peace, Justice and Strong Institutions

# publications[].label
Geometric Affinity Propagation for Clustering With Network Knowledge

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Feature selection with interactions in logistic regression models using multivariate synergies for a GWAS application.

# publications[].label
RNAdetect: efficient computational detection of novel non-coding RNAs.

# publications[].label
A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Functional module identification in protein interaction networks by interaction patterns.

# publications[].label
A non-parametric vessel detection method for complex vascular structures.

# publications[].label
Bayesian module identification from multiple noisy networks.

# publications[].label
Network-Based Methods to Identify Highly Discriminating Subsets of Biomarkers

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Sensitivity analysis of genome-scale metabolic flux prediction

# publications[].label
TRIMER: Transcription Regulation Integrated with MEtabolic Regulation

# publications[].label
Image Co-Saliency Detection and Co-Segmentation via Progressive Joint Optimization.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Safe Active Feature Selection for Sparse Learning

# publications[].label
PAIRWISE INTERACTION ANALYSIS OF LOGISTIC REGRESSION MODELS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Network-Based Methods to Identify Highly Discriminating Subsets of Biomarkers.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian negative binomial regression for differential expression with confounding factors.

# publications[].label
Optimal Bayesian Transfer Learning for Classifying Multivariate Gaussian Observations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
UNCERTAINTY-BASED ESSENTIALITY IN GENE REGULATORY NETWORKS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Effect of function perturbation on the steady-state distribution of genetic regulatory networks: Optimal structural intervention

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A New Sensitivity Measure for Probabilistic Boolean Networks based on Steady-State Distributions

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A computational framework for finding functional modules across multiple biological networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Image Co-Saliency Detection via Locally Adaptive Saliency Map Fusion

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Perturbation of the mutated EGFR interactome identifies vulnerabilities and resistance mechanisms.

# publications[].label
A rule-based prognostic model for type 1 diabetes by identifying and synthesizing baseline profile patterns.

# publications[].label
Effective identification of conserved pathways in biological networks using hidden Markov models.

# publications[].label
Simultaneous Tracking, 3D Reconstruction and Deforming Point Detection for Stereoscope Guided Surgery

# publications[].label
VESSELNESS BASED FEATURE EXTRACTION FOR ENDOSCOPIC IMAGE ANALYSIS

# publications[].label
Identifying Overlapping Functional Modules in Biological Networks by Markov Random Walk

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Efficient Vessel Feature Detection for Endoscopic Image Analysis

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Supervised logistic principal component analysis for pathway based genome-wide association studies

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Principal Component Analysis for Exponential Family Data

# publications[].label
Bayesian Kalman Filtering in the Presence of Unknown Noise Statistics Using Factor Graphs

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
TOPAS: network-based structural alignment of RNA sequences.

# publications[].label
Overcoming dropout while segmenting cardiac ultrasound images

# publications[].label
Blockmodel module identification in protein interaction networks through Markov random walk

# publications[].label
PHENOTYPICALLY CONSTRAINED BOOLEAN NETWORK INFERENCE WITH PRESCRIBED STEADY STATES

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A computationally efficient solution strategy for optimal gene knockouts for targeted overproduction

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Differential Expression Analysis of Dynamical Sequencing Count Data with  a Gamma Markov Chain

# publications[].label
Stochastic block coordinate Frank-Wolfe algorithm for large-scale biological network alignment.

# publications[].label
Video-based 3D reconstruction, laparoscope localization and deformation recovery for abdominal minimally invasive surgery: a survey.

# publications[].label
A Bayesian robust Kalman smoothing framework for state-space models with uncertain noise statistics

# publications[].label
Recursive Structure Similarity: A Novel Algorithm for Graph Clustering

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Selection Policy-Induced Reduction Mappings for Boolean Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
CUFID-query: accurate network querying through random walk based network flow estimation.

# publications[].label
A NEW PHENOTYPICALLY CONSTRAINED CONTROL POLICY IN BOOLEAN NETWORKS BASED ON BASINS OF ATTRACTION

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors.

# publications[].label
Finding Low-Conductance sets with Dense interactions (FLCD) for better protein complex prediction

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Covariate-dependent negative binomial factor analysis of RNA sequencing data.

# publications[].label
Towards Invariant Time Series Forecasting in Smart Cities

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Stochastic Coordinate Descent Frank-Wolfe Algorithm for Large-Scale Biological Network Alignment

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
CHI: A contemporaneous health index for degenerative disease monitoring using longitudinal measurements.

# publications[].label
Comparative analysis of protein interaction networks reveals that conserved pathways are susceptible to HIV-1 interception.

# publications[].label
Adapting indexing trees to data distribution in feature spaces

# publications[].label
Detection of Cooperative Interactions in Logistic Regression Models

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Distribution of C-peptide and its determinants in North American children at risk for type 1 diabetes.

# publications[].label
Deep Co-Saliency Detection via Stacked Autoencoder-Enabled Fusion and Self-Trained CNNs

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
SERIAL NONRIGID VASCULAR REGISTRATION USING WEIGHTED NORMALIZED MUTUAL INFORMATION.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Supervised categorical principal component analysis for genome-wide association analyses.

# publications[].label
Enhancing Cryo-EM Particle Picking Through Consistency Model-based Latent Space Denoiser

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Robust mutant strain design by pessimistic optimization.

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Accelerated search for BaTiO3-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning.

# publications[].publisher
Proceedings of the National Academy of Sciences

# publications[].label
Dense surface reconstruction with shadows in MIS.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery.

# publications[].label
Biologically Interpretable VAE with Supervision for Transcriptomics Data Under Ordinal Perturbations

# publications[].label
SHAPE MATCHING BASED ON GRAPH ALIGNMENT USING HIDDEN MARKOV MODELS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Autonomous efficient experiment design for materials discovery with Bayesian model averaging

# publications[].label
BNP-Seq: Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data

# publications[].label
SURVFIT: Doubly sparse rule learning for survival data.

# publications[].tags
16 Peace, Justice and Strong Institutions

# publications[].label
Scalable optimal Bayesian classification of single-cell trajectories under regulatory model uncertainty.

# publications[].label
Safe Feature Screening for Generalized LASSO.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data

# publications[].label
Validation of gene regulatory network inference based on controllability.

# publications[].label
Segmentation of Rat Cardiac Ultrasound Images with Large Dropout Regions

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Structured Sparse PCA to Identify Mirna Co-Regulatory Modules

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A CoD-based stationary control policy for intervening in large gene regulatory networks.

# publications[].label
A CoD-based reduction algorithm for designing stationary control policies on Boolean networks.

# publications[].label
Optimal hybrid sequencing and assembly: Feasibility conditions for accurate genome reconstruction and cost minimization strategy.

# publications[].label
Special Issue on Genomic Signal Processing FOREWORD

# publications[].label
Domain-knowledge driven cognitive degradation modeling for Alzheimer's disease

# publications[].label
An Interpretable Boosting-Based Predictive Model for Transformation Temperatures of Shape Memory Alloys

# publications[].label
Experiment Design Frameworks for Accelerated Discovery of Targeted Materials Across Scales

# publications[].label
Segmentation Guided Local Proposal Fusion for Co-Saliency Detection

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Accurate prediction of protein structural classes using functional domains and predicted secondary structure sequences.

# publications[].label
Joint clustering of protein interaction networks through Markov random walk.

# publications[].label
A novel subgradient-based optimization algorithm for blockmodel functional module identification.

# publications[].label
Sparse Exponential Family Principal Component Analysis.

# publications[].label
Intervention in gene regulatory networks via greedy control policies based on long-run behavior.

# publications[].label
Effective computational detection of piRNAs using n-gram models and support vector machine.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Modeling user choice behavior under data corruption: Robust learning of the latent decision threshold model

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal embedding for shape indexing in medical image databases.

# publications[].label
Quantifying the Multi-Objective Cost of Uncertainty

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Bayesian Regression with Network Prior: Optimal Bayesian Filtering Perspective.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An Objective-Based Experimental Design Framework for Signal Processing in the Context of Canonical Expansions

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Feature ranking based on synergy networks to identify prognostic markers in DPT-1.

# publications[].label
Re-embedding vs. clustering as shape indexing strategies for medical image databases

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Querying pathways in protein interaction networks based on hidden Markov models.

# publications[].label
Model-Based Robust Filtering and Experimental Design for Stochastic Differential Equation Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust Smoothing for State-Space Models with Unknown Noise Statistics

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust importance sampling for error estimation in the context of optimal Bayesian transfer learning.

# publications[].label
Effective comparative analysis of protein-protein interaction networks by measuring the steady-state network flow using a Markov model.

# publications[].label
Diverse pathogens activate the host RIDD pathway to subvert BLOS1-directed immune defense

# publications[].label
Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
OPTIMAL EXPERIMENTAL DESIGN IN CANONICAL EXPANSIONS WITH APPLICATIONS TO SIGNAL COMPRESSION

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Logistic Principal Component Analysis for Rare Variants in Gene-Environment Interaction Analysis.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Unsupervised CNN-Based Co-saliency Detection with Graphical Optimization

# publications[].label
A COMPARATIVE STUDY ON SENSITIVITIES OF BOOLEAN NETWORKS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Thin plate spline feature point matching for organ surfaces in minimally invasive surgery imaging

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Optimal Bayesian Kalman Filtering With Prior Update

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Early detection and risk assessment for chronic disease with irregular longitudinal data analysis.

# publications[].label
Exploring the Machine Learning Paradigm in Determining Risk for Reading Disability.

# publications[].label
Accurate prediction of protein structural classes using functional domains and predicted secondary structure sequences

# publications[].label
Enhancing the accuracy of HMM-based conserved pathway prediction using global correspondence scores.

# publications[].label
Multi-objective Bayesian materials discovery: Application on the discovery of precipitation strengthened NiTi shape memory alloys through micromechanical modeling

# publications[].label
Quantifying the Objective Cost of Uncertainty in Complex Dynamical Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Scalable Optimal Bayesian Classification of Single-Cell Trajectories under Regulatory Model Uncertainty

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Transition of aromatic volatile and transcriptome profiles during melon fruit ripening.

# publications[].label
Noise-Tolerant Deep Learning for Histopathological Image Segmentation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Assessment of network module identification across complex diseases.

# publications[].label
Detection of Complex Vascular Structures using Polar Neighborhood Intensity Profile

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Supervised categorical principal component analysis for genome-wide association analyses.

# publications[].label
Intervention in gene regulatory networks via phenotypically constrained control policies based on long-run behavior.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
CONTROL-COMPATIBLE STATE REDUCTION FOR BOOLEAN NETWORKS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# researcherOn[].label
Elements: Software: Autonomous, Robust, and Optimal In-Silico Experimental Design Platform for Accelerating Innovations in Materials Discovery

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Identifying Risk Factors and Interactions for Type 1 Diabetes in Large Studies

# researcherOn[].awardedBy.label
National Institutes of Health - (Bethesda, Maryland, United States)

# researcherOn[].label
DMREF: Accelerating the Development of High Temperature Shape Memory Alloys

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
AF:Small: Collaborative Research: Personalized Environmental Monitoring of Type 1 Diabetes (T1D): A Dynamic System Perspective

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
CAREER: Knowledge-driven Analytics, Model Uncertainty, and Experiment Design

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
EAGER: Collaborative Research: Tracking of KOR1 Protein Transport in Arabidopsis using Fluorescent-Timer Imaging System

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
EAGER: Identifying Blockmodel Functional Modules across Multiple Networks

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Context-Aware Biomarker Discovery and Health Monitoring by Adaptive Integration of Heterogeneous Smartphone Signals

# researcherOn[].awardedBy.label
United States Air Force - (Arlington, Virginia, United States)

# researcherOn[].label
Quantifying Performance for Classification based on Multi-Gene Dynamics Relative to the Number of Simultaneously Measured Live-Cell Expression Levels

# researcherOn[].awardedBy.label
Brookhaven National Laboratory - (Upton, New York, United States)

# researcherOn[].label
International Workshop on Computational Network Biology: Modeling,-Analysis, and Control (CNB-MAC 2016)

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC 2015)

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
III: Small: Collaborative Research: Combinatorial Collaborative Clustering for Simultaneous Patient Stratification and Biomarker Identification

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Electrical Engineering; 3128 TAMU

# etdChairOf[].label
Wang, Yijie (2015-08). Module Identification for Biological Networks. Doctoral Dissertation.

# etdChairOf[].label
Lu, Meng (2015-12). Probabilistic Models for Aggregate Analysis of Non-Gaussian Data in Biomedicine. Doctoral Dissertation.

# etdChairOf[].label
Wang, Zhou (2016-12). Structured Rule Discovery from Heterogeneous Longitudinal Data for Complex Disease. Master's Thesis.

# etdChairOf[].label
Wan, Qing (2016-05). Directed Information and Its Biomedical Applications. Master's Thesis.