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Faculty Research

Search for faculty and researchers by domain, methodology and area of practice.

  • Headshot of Aaron Abrams
    Faculty

    Professor of Data Science
    School of Data Science
  • Headshot of Sodiq Adewole
    Faculty

    Lecturer
    School of Data Science
  • Headshot of Prince Afriyie
    Faculty

    Associate Professor of Data Science; Program Director, M.S. in Data Science Residential
    School of Data Science
    Data Science Domains
    Analytics, Design
    Areas of Practice
    Data Science Education, Multiple Comparisons, Survival Analysis
    Methodology
    Statistics, Statistical Inference, Empirical Bayes, Data Cleaning & Curation, Bayesian Methods, Data Communication/Integration, General Linear Models, Regression, Time Series Analysis
  • Headshot of Peter Alonzi
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Rafael Alvarado
    Faculty

    Associate Professor of Data Science
    School of Data Science
  • Headshot of Stephen Baek
    Faculty

    Associate Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Design
    Areas of Practice
    Mechanical Engineering, Applied Mechanics, Digital Human Modeling, Sports Science, Medicine, Analytics
    Methodology
    Geometric Data Analysis, Computational Geometry, Computer Vision
  • Headshot of Bill Basener
    Faculty

    Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Systems
    Areas of Practice
    Lidar, Hyperspectral Analysis, Geospatial Information, Biological Modeling, Biomedicine, Environmental Science
    Methodology
    Bayesian Methods, Machine Learning, Programming Network Science
  • Headshot of Nada Basit
    Faculty

    Associate Professor of Data Science by Courtesy
    Department of Computer Science
  • Headshot of Jeffrey Blume
    Faculty

    Quantitative Foundation Associate Dean for Academic and Faculty Affairs in Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Clinical Trials, Cancer Imaging, Radiology, Lung Cancer Screening, Nephrology, Structural Biology
    Methodology
    Statistical Inference, Large-Scale Inference, Prediction Modeling, Mediation Modeling, Empirical Bayes, Roc Modeling, Clinical Trials
  • Headshot of Philip Bourne
    Faculty

    Stephenson Dean
    School of Data Science
  • Headshot of Donald Brown
    Faculty

    Senior Associate Dean for Research and Quantitative Foundation Distinguished Professor in Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Translational Science, Histopathology, Health Equity, Security
    Methodology
    Machine Learning, Data Fusion & Integration, Time Series Analysis, Deep Learning
  • Headshot of Yue Cheng
    Faculty

    Associate Professor of Data Science
    School of Data Science
  • Headshot of Sanghun Choi
    Faculty

    Visiting Scholar
  • Headshot of Tim Clark
    Faculty

    Associate Professor of Data Science by Courtesy
    School of Data Science
  • Headshot of Renée Cummings
    Faculty

    Assistant Professor of the Practice in Data Science
    School of Data Science
  • Headshot of Don DeBats
    Faculty

    Visiting Scholar
    School of Data Science
  • Headshot of Farhana Faruqe
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Eric Field
    Faculty

    Lecturer in Data Science by Courtesy
    School of Data Science
  • Headshot of Judy Fox
    Faculty

    Associate Professor of Data Science
    School of Data Science
    Data Science Domains
    Systems, Analytics
    Areas of Practice
    Biomedicine, Social Networks
    Methodology
    Big Data, AI, High-Performance Computing
  • Headshot of Alex Gates
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Design, Value
    Areas of Practice
    Social Networks, Scientific Organizations, DEI in Science, Technological Innovation, Leadership Studies
    Methodology
    Network Science, Computational Social Science, Complex Systems, Community Detection
  • Headshot of Peter Gedeck
    Faculty

    Lecturer
    School of Data Science
    Data Science Domains
    Analytics, Systems
    Areas of Practice
    Cheminformatics, Bioinformatics, Drug Discovery, Biomedicine
    Methodology
    Prediction Modeling, Cheminformatics
  • Headshot of Alec Gosse
    Faculty

    Lecturer
    School of Data Science
  • Headshot of Yael Grushka-Cockayne
    Faculty

    Professor of Business Administration; Co-Director, Collaboratory for the Advancement of Business and Data Science
    Darden School of Business
  • Headshot of Gianluca Guadagni
    Faculty

    Associate Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Value
    Areas of Practice
    Ethics/Bias, Education, Machine Learning And Data Mining
    Methodology
    Stochastic And Mathematical Modeling
  • Headshot of Tom Hartvigsen
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Teague Henry
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Mental Health, Social Networks
    Methodology
    Psychometrics, Network Science, High-Performance Computing, Time Series Analysis, High Dimensional Analysis
  • Headshot of Mar Hicks
    Faculty

    Associate Professor of Data Science
    School of Data Science
  • Headshot of Terence Johnson
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Market Design, Industrial Organization, High Stakes Auctions, Matching
    Methodology
    Economics, Poverty And Development, Targeting
  • Headshot of Abbas Kaziempour
    Faculty

    Lecturer
    School of Data Science
  • Headshot of Jonathan Kropko
    Faculty

    Associate Professor of Data Science; Program Director, M.S. in Data Science Online
    School of Data Science
    Data Science Domains
    Analytics, Design, Systems, Value
    Areas of Practice
    Civic Tech, Political Science
    Methodology
    Data Pipelines, Applied Stats for The Social Sciences
  • Headshot of Natalie Kupperman
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Design, Systems
    Areas of Practice
    Sports Science, Medicine, Analytics, Wellness, Musculoskeletal Health
    Methodology
    Databases, Longitudinal Analysis, Data Communication/Integration
  • Headshot of Sheng Li
    Faculty

    Associate Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Visual Scene Understanding, Bioinformatics, Recommender Systems
    Methodology
    Data Mining, Machine Learning, Deep Learning
  • Headshot of Jundong Li
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Neal Magee
    Faculty

    Associate Professor of Data Science
    School of Data Science
    Data Science Domains
    Systems
    Areas of Practice
    Automation, CI/CD, Infrastructure, Cloud Services, Solution Architecture, Distributed Systems, Event-driven Computing, Software Deployment
  • Headshot of Yuri Malitsky
    Faculty

    Lecturer
    School of Data Science
  • Headshot of Sree Mallikarjun
    Faculty

    Lecturer
    School of Data Science
    Data Science Domains
    Analytics
    Methodology
    Prediction Modeling, Machine Learning, Natural Language Processing
  • Headshot of Antonios Mamalakis
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Aaron Martin
    Faculty, Joint

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Cameron Mura
    Faculty

    Senior Scientist
    School of Data Science
    Data Science Domains
    Analytics, Design, Systems
    Areas of Practice
    Biomedicine
    Methodology
    Machine Learning, High-Performance Computing, Computational Biology, Molecular Simulations
  • Headshot of Phong Nguyen
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Design, Systems
    Areas of Practice
    Functional Materials, Advance Manufacturing
    Methodology
    Prediction Modeling, Optimization, Machine Learning
  • Headshot of Rich Nguyen
    Faculty

    Assistant Professor of Data Science by Courtesy
    School of Data Science
  • Headshot of Paul Perrin
    Faculty

    Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Value
    Areas of Practice
    Health Disparities, Clinical Trials, Social Science
    Methodology
    Prediction Modeling, Structural Equation Modeling, Path Analysis, Factor Analysis, Trajectory Modeling, Cluster Analysis, Regression, General Linear Models
  • Headshot of Michael Porter
    Faculty

    Associate Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Design, Value
    Areas of Practice
    Criminology, Social Science, Transportation, Business, Security, Forecasting
    Methodology
    Prediction Modeling, Event Detection, Event Forecasting, Anomaly Detection, Data Linkage
  • Headshot of Javier Rasero
    Faculty, Full-time

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Jess Reia
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Value
    Areas of Practice
    Smart Cities/Urban Data, Governmental & Non-Governmental Policy, Regulation
    Methodology
    Data Policy, Qualitative Methods
  • Headshot of Marc Ruggiano
    Faculty

    Inaugural Director of the UVA Darden Collaboratory for Applied Data Science and Lecturer
    School of Data Science
  • Headshot of Heman Shakeri
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Single Cell Data Analysis, Computational Neuroscience, Networked Processes, Functional Data Analysis
    Methodology
    Machine Learning, Dynamical Systems, Control Theory, Network Science
  • Headshot of Mona Sloane
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Thomas Stewart
    Faculty

    Associate Professor of Data Science; Program Director, Ph.D. in Data Science
    School of Data Science
    Data Science Domains
    Analytics, Value
    Areas of Practice
    Clinical Trials
    Methodology
    Prediction Modeling, Large-Scale Inference
  • Headshot of Adam Tashman
    Faculty, Researcher

    Associate Professor of Data Science
    School of Data Science
  • Headshot of Jon Tupitza
    Faculty

    Assistant Professor of the Practice in Data Science
    School of Data Science
  • Headshot of Wajih Ul Hassan
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of John Van Horn
    Faculty

    Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics, Design, Systems, Value
    Areas of Practice
    Biomedicine
    Methodology
    Human Neuroimaging, Neuroscience, High-Performance Computing, Workflows, Data Processing, Statistics
  • Headshot of Philip Waggoner
    Faculty

    Lecturer
    School of Data Science
  • Headshot of Tianhao Wang
    Faculty

    Assistant Professor of Data Science
    School of Data Science
    Data Science Domains
    Value
  • Headshot of Jason Williamson
    Faculty

    Assistant Professor of the Practice in Data Science
    School of Data Science
  • Headshot of Jeffrey Woo
    Faculty

    Associate Professor of Data Science
    School of Data Science
  • Headshot of Brian Wright
    Faculty, Program Director

    Associate Professor of Data Science, Director of Undergraduate Programs
    School of Data Science
  • Headshot of Caitlin Wylie
    Faculty

    Associate Professor of Data Science by Courtesy
    School of Data Science
  • Headshot of Jianxin Xie
    Faculty

    Assistant Professor of Data Science
    School of Data Science
  • Headshot of Aidong Zhang
    Faculty

    Professor of Data Science
    School of Data Science
    Data Science Domains
    Analytics
    Areas of Practice
    Machine Learning And Data Mining
    Methodology
    Machine Learning, Bioinformatics, Health Informatics
  • Headshot of Aiying Zhang
    Faculty

    Assistant Professor of Data Science
    School of Data Science