Affiliated Faculty


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Keith Aaronson, MD

MD, Collegiate Professor of Cardiovascular Medicine, Professor of Internal Medicine,

Michigan Medicine Cardiology Clinic | Cardiovascular Center


Methodologies: Machine Learning, Mathematical and Statistical Modeling
Applications: Healthcare Research

Steven Abney

Associate Professor,

Linguistics, LSA
School of Information
EECS, College of Engineering (Courtesy)


Methodologies: Artificial Intelligence, Machine Learning, Natural Language Processing

Yasser Aboelkassem

Assistant Professor,

College of Innovation and Technology


Methodologies: Artificial Intelligence, Computing, Machine Learning, Mathematical and Statistical Modeling
Applications: Engineering, Healthcare Research, Informatics

Eytan Adar

Associate Professor,

School of Information
EECS, College of Engineering


Methodologies: Data Mining, Data Visualization, Image Data, Networks
Applications: Behavioral Science, Social Science

Achyuta Adhvaryu

Associate Professor,

Ross School of Business


Methodologies: Machine Learning
Applications: Economics, Finance and Business, Engineering, Social Science

Andrew J. Admon, MD, MPH, MSc

Clinical Lecturer,

Department of Internal Medicine


Methodologies: Causal Inference, Machine Learning, Statistics
Applications: Healthcare Research, Informatics

Peter Adriaens

Professor,

Civil and Environmental Engineering, College of Engineering
Ross School of Business
School for Environment and Sustainability


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Machine Learning, Natural Language Processing, Networks, Optimization, Statistics
Applications: Economics, Finance and Business, Engineering, Environmental and Climate Research

Michelle Aebersold

Clinical Associate Professor,

School of Nursing


Core Faculty

Applications: Healthcare Research, Social Science

Mahesh Agarwal

Associate Professor,

Mathematics and Statistics, College of Arts, Sciences, and Letters


Methodologies: Data Mining, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Statistics
Applications: Computer Science, Healthcare Research, Social Science

Arun Agrawal

Professor,

School for Environment and Sustainability


Applications: Environmental and Climate Research, Social Science

Carlos Aguilar

Assistant Professor,

Biomedical Engineering


Methodologies: Data Mining, Data Visualization, Databases and Data management, Statistics
Applications: Biological Sciences, Engineering, Healthcare Research, Informatics

Omar Jamil Ahmed

Assistant Professor,

Psychology


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Data Visualization, Information Theory
Applications: Biological Sciences, Environmental and Climate Research, Healthcare Research, Social Science

Hyun-soo Ahn

Professor,

Technology and Operations, Ross School of Business
Supply Chain Management


Methodologies: Mathematical and Statistical Modeling, Optimization
Applications: Behavioral Science, Engineering, Social Science

Christine Aidala

Professor,

Physics, College of Literature, Science, and Arts


Mojtaba Akhavan-Tafti

Research Faculty,

CLaSP


Raed Al Kontar

Assistant Professor,

Industrial and Operations Engineering, College of Engineering


Methodologies: Bayesian Methods, Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Engineering, Healthcare Research, Informatics

Fadhl Alakwaa

Research Investigator,

Neurology


Methodologies: Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Networks

J. Trent Alexander

Research Professor,

ICPSR, ISR


Methodologies: Data Integration, Databases and Data management, Image Data
Applications: Social Science

Amal Alhosban

Associate Professor,

Computer Science, College of Arts and Sciences


Methodologies: Data Mining
Applications: Computer Science

Mark Allison

Associate Professor,

Computer Science, Engineering and Physics


Applications: Computer Science, Engineering, Physical Science

Daniel Almirall

Associate Professor,

Survey Research Center
Institute for Social Research
Statistics, LSA


Methodologies: Causal Inference, Databases and Data management
Applications: Behavioral Science, Healthcare Research, Social Science

Karen Alofs

Assistant Professor,

School for Environment and Sustainability
Program in the Environment


Methodologies: Data Integration, Databases and Data management
Applications: Earth Science and Ecology, Environmental and Climate Research

George Alter

Research Professor,

Institute for Social Research
Population Studies Center


Challenge Sub-Committee

Methodologies: Databases and Data management, Security and Privacy, Statistics
Applications: Social Science

M. Reza Amini

Assistant Research Scientist,

Naval Architecture and Marine Engineering


Methodologies: Artificial Intelligence, Data Mining, Machine Learning, Optimization
Applications: Engineering, Physical Science

Nazanin Andalibi

Assistant Professor,

School of information


Applications: Healthcare Research

Sardar Ansari

Research Assistant Professor,

Emergency Medicine


Methodologies: Artificial Intelligence, Data Mining, Image Data, Machine Learning, Mathematical and Statistical Modeling, Optimization, Statistics
Applications: Behavioral Science, Engineering, Healthcare Research, Informatics

Brian D. Athey

Professor,

Computational Medicine and Bioinformatics, Michigan Medicine
Internal Medicine and Psychiatry, Michigan Medicine


Management Committee

Methodologies: Machine Learning
Applications: Biological Sciences, Healthcare Research, Informatics

Camille Avestruz

Assistant Professor,

Physics


Methodologies: Computing, Machine Learning
Applications: Physical Science

Yuehao Bai

Assistant Professor,

Economics


Methodologies: Statistics
Applications: Economics, Finance and Business

Kevin Bakker

Assistant Research Scientist,

Epidemiology


Methodologies: Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Earth Science and Ecology, Healthcare Research, Social Science

Veera Baladandayuthapani

Professor,

Biostatistics


Methodologies: Bayesian Methods, Computing, Data Integration, Data Mining, Data Visualization, Graph-Based Methods, Image Data, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics, Social Science

Laura Balzano

Associate Professor,

EECS, College of Engineering


Methodologies: Computer Vision, Data Integration, Data Mining, Image Data, Information Theory, Machine Learning, Networks, Optimization, Statistics
Applications: Engineering, Informatics

Moulinath Banerjee

Professor,

Biostatistics, Statistics, LSA


Methodologies: Mathematical and Statistical Modeling, Statistics

Mousumi Banerjee

Anant M. Kshirsagar Collegiate Research Professor,

Biostatistics, School of Public Health
IHPI
Rogel Cancer Center


Methodologies: Data Integration, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Arts, Healthcare Research, Social Science

Syagnik Banerjee

Professor,

Mobile and Interactive Marketing


Applications: Behavioral Science, Economics, Finance and Business, Engineering, Social Science

Nikola Banovic

Assistant Professor,

Computer Science and Engineering


Methodologies: Artificial Intelligence
Applications: Behavioral Science, Healthcare Research, Social Science

Mihaela (Miki) Banu

Research Associate Professor,

Mechanical Engineering


Methodologies: Artificial Intelligence, Data Mining, Machine Learning, Mathematical and Statistical Modeling
Applications: Engineering, Environmental and Climate Research, Healthcare Research

Shan Bao

Associate Professor,

University of Michigan-Dearborn


Methodologies: Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Engineering

Satinder Singh Baveja

Professor,

EECS, College of Engineering


Methodologies: Artificial Intelligence, Machine Learning
Applications: Engineering, Healthcare Research

Erhan Bayraktar

Professor,

Mathematics, LSA


Methodologies: Bayesian Methods, Machine Learning
Applications: Economics, Finance and Business

Adriene Beltz

Assistant Professor,

Psychology, LSA


Core Faculty

Methodologies: Graph-Based Methods, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Behavioral Science, Biological Sciences, Healthcare Research, Social Science

Albert S. Berahas

Assistant Professor,

Industrial & Operations Engineering


Methodologies: Artificial Intelligence, Computing, Machine Learning, Optimization, Statistics
Applications: Computer Science, Engineering

Kathleen M Bergen

Associate Research Scientist,

School for Environment and Sustainability


Methodologies: Data Visualization, Image Data, Networks
Applications: Earth Science and Ecology, Environmental and Climate Research

Sol Bermann

Chief Information Security Officer, Executive Director - Information Assurance,

Information and Technology Services


Methodologies: Artificial Intelligence, Databases and Data management, Machine Learning, Networks, Security and Privacy
Applications: Social Science

Halil Bisgin

Assistant Professor,

Department of Computer Science - Flint


Methodologies: Artificial Intelligence, Data Mining, Image Data, Machine Learning, Natural Language Processing, Networks
Applications: Behavioral Science, Biological Sciences, Informatics, Social Science

Anthony Bloch

Anthony Bloch

Alexander Ziwet Collegiate Professor,

Mathematics


Methodologies: Machine Learning, Networks, Optimization
Applications: Biological Sciences, Complex Systems, Engineering, Physical Science

Michael Boehnke

Richard G Cornell Distinguished University Professor,

Biostatistics, School of Public Health


Methodologies: Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Informatics

Elizabeth Bondi-Kelly

Elizabeth Bondi-Kelly

Assistant Professor (effective fall 2023),

Electrical Engineering and Computer Science


Methodologies: Artificial Intelligence, Image Data, Machine Learning
Applications: Computer Science, Earth Science and Ecology, Environmental and Climate Research, Healthcare Research

Andrei Boutyline

Assistant Professor,

Sociology


Methodologies: Machine Learning, Natural Language Processing, Networks, Statistics, Survey Methodology
Applications: Social Science

Picture of David Brang

David Brang

Associate Professor,

Psychology


Methodologies: Computing, Data Visualization
Applications: Biological Sciences, Healthcare Research, Social Science

Christopher Brooks

Research Assistant Professor,

School of Information
Director, Learning Analytics and Research in the Office of Digital Education & Innovation


Methodologies: Computing, Data Mining, Databases and Data management, Machine Learning
Applications: Computer Science, Social Science

Andrew Brouwer

Assistant Research Scientist,

Epidemiology


Methodologies: Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Healthcare Research, Social Science

Elizabeth Bruch

Associate Professor,

Sociology, LSA
Complex Systems, LSA


Methodologies: Mathematical and Statistical Modeling
Applications: Behavioral Science, Social Science

Sophia Brueckner

Assistant Professor,

Stamps School of Art & Design


Methodologies: Artificial Intelligence, Data Visualization, Machine Learning

Ceren Budak

Assistant Professor,

School of Information


Methodologies: Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks
Applications: Behavioral Science, Economics, Finance and Business, Social Science

Lorraine Buis

Associate Professor,

Department of Family Medicine


Methodologies: Data Mining, Machine Learning
Applications: Behavioral Science, Healthcare Research, Informatics, Social Science

Bilal Butt

Associate Professor,

School for Environment and Sustainability


Methodologies: Data Visualization, Machine Learning, Security and Privacy
Applications: Earth Science and Ecology, Social Science

Eunshin Byon

Associate Professor,

Industrial and Operations Engineering, College of Engineering
Civil and Environmental Engineering, College of Engineering


Methodologies: Bayesian Methods, Causal Inference, Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Complex Systems, Engineering, Environmental and Climate Research, Healthcare Research, Informatics, Physical Science

J. Brian Byrd

Assistant Professor,

Internal Medicine


Applications: Healthcare Research

Jessica K. Camp

Assistant Professor,

Health and Health Services


Methodologies: Data Mining, Databases and Data management, Statistics
Applications: Behavioral Science, Healthcare Research, Social Science

Dallas Card

Assistant Professor,

School of Information


Methodologies: Artificial Intelligence, Machine Learning, Natural Language Processing, Statistics
Applications: Social Science

Neil Carter

Assistant Professor,

School for Environment and Sustainability


Methodologies: Causal Inference, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Complex Systems, Earth Science and Ecology, Environmental and Climate Research

Tim Cernak

Assistant Professor,

Medicinal Chemistry, College of Pharmacy
Chemistry, LSA
Graduate Program in Chemical Biology


Methodologies: Data Visualization, Optimization
Applications: Informatics, Physical Science

Lucia Cevidanes

Thomas and Doris Graber Professor of Dentistry, Associate Professor,

School of Dentistry


Methodologies: Artificial Intelligence, Data Mining, Data Visualization, Databases and Data management, Image Data, Information Theory, Machine Learning, Mathematical and Statistical Modeling, Security and Privacy
Applications: Healthcare Research

Joyce Chai

Joyce Chai

Professor,

Computer Science and Engineering


Associate Director, Management Committee

Methodologies: Artificial Intelligence, Graph-Based Methods, Machine Learning, Natural Language Processing
Applications: Behavioral Science, Computer Science, Engineering, Social Science

Mithun Chakraborty

Assistant Research Scientist,

Computer Science and Engineering, Electrical Engineering and Computer Science


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Computer Science, Economics, Finance and Business, Social Science

Charu Chandra

Professor,

Decision Sciences and Supply Chain Management, College of Business


Methodologies: Artificial Intelligence, Computing, Information Theory, Networks
Applications: Engineering, Healthcare Research, Physical Science, Social Science

Sriram Chandrasekaran

Assistant Professor,

Biomedical Engineering, College of Engineering


Methodologies: Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Xiuli Chao

Professor,

Industrial & Operations Engineering
College of Engineering


Methodologies: Machine Learning, Statistics
Applications: Physical Science

Jowei Chen

Associate Professor,

Political Science, LSA
Center for Political Studies, Institute for Social Research


Applications: Social Science

Yang Chen

Assistant Professor,

Statistics, LSA


Core Faculty

Methodologies: Statistics
Applications: Biological Sciences, Physical Science

Lei Chen

Assistant Professor,

Department of Mechanical Engineering


Methodologies: Bayesian Methods, Machine Learning, Optimization
Applications: Engineering, Physical Science

Yi-Su Chen

Assistant Professor,

Operations Management, Ross School of Business


Methodologies: Networks, Statistics
Applications: Complex Systems, Economics, Finance and Business, Engineering

Thomas L. Chenevert

Professor of Radiology,

Michigan Medicine department of Radiology


Methodologies: Image Data, Machine Learning, Statistics
Applications: Biological Sciences, Healthcare Research

Michael Cianfrocco

Michael Cianfrocco

Assistant Professor,

Biological Chemistry


Methodologies: Artificial Intelligence, Computing, Databases and Data management, Image Data, Machine Learning, Optimization
Applications: Biological Sciences

Mark Steven Cohen

Professor of Surgery, Pharmacology, and Biomedical Engineering, Director of the Center for Surgical Innovation,

Surgery


Methodologies: Artificial Intelligence, Machine Learning
Applications: Biological Sciences, Complex Systems, Engineering, Healthcare Research

Amy Cohn

Professor,

Industrial and Operations Engineering, College of Engineering
Center for Healthcare Engineering and Patient Safety (CHEPS)
Institute for Healthcare Policy and Innovation (IHPI)


Methodologies: Optimization
Applications: Engineering, Healthcare Research

Kevyn Collins-Thompson

Associate Professor,

School of Information
EECS, College of Engineering


Methodologies: Machine Learning, Natural Language Processing
Applications: Social Science

Frederick George Conrad

Research Professor, Institute for Social Research; Professor, Psychology,

Institute for Social Research; Survey Research Center


Methodologies: Databases and Data management, Natural Language Processing, Networks, Statistics
Applications: Behavioral Science, Social Science

Lia Corrales

Assistant Professor,

Astronomy


Methodologies: Bayesian Methods, Computing, Data Mining, Data Visualization, Image Data, Machine Learning, Statistics
Applications: Physical Science

Kai S. Cortina

Professor,

Psychology, LSA
Combined Program in Education and Psychology


Methodologies: Causal Inference, Data Visualization, Image Data, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Behavioral Science, Engineering, Social Science

Deena Costa

Associate Professor,

School of Nursing, Department of Systems, Populations and Leadership


Methodologies: Data Mining, Data Visualization, Databases and Data management, Networks
Applications: Engineering, Healthcare Research

Michael Craig

Assistant Professor,

School for Environment and Sustainability


Methodologies: Computing, Machine Learning, Mathematical and Statistical Modeling, Optimization
Applications: Complex Systems, Engineering, Environmental and Climate Research, Physical Science, Social Science

Bill Currie

William Currie

Professor,

School for Environment and Sustainability


Methodologies: Causal Inference, Mathematical and Statistical Modeling
Applications: Complex Systems, Earth Science and Ecology, Environmental and Climate Research, Physical Science, Social Science

Mark S. Daskin

Professor,

Industrial and Operations Engineering, College of Engineering


Methodologies: Networks, Optimization
Applications: Engineering

Gerald Davis

Professor,

Management, Ross School of Business
Sociology, LSA
Institute for Social Research


Methodologies: Networks
Applications: Engineering, Social Science

Matthew A. Davis

Assistant Professor,

Systems, Populations & Leadership, School of Nursing


Pamela Davis-Kean

Professor,

Psychology, LSA
Institute for Social Research


Associate Director

Methodologies: Databases and Data management, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Healthcare Research, Social Science

Matias del Campo

Associate Professor,

Taubman College of Architecture and Urban Planning


Methodologies: Artificial Intelligence, Data Mining, Databases and Data management, Graph-Based Methods, Machine Learning

Matthew J Delano

Assistant Professor Surgery,

Department of Surgery, Assistant Professor (Tenure Track)


Applications: Biological Sciences

Walter Dempsey

Assistant Professor of Biostatistics, Assistant Research Professor at the Institute of Social Research,

Department of Biostatistics


Methodologies: Causal Inference, Mathematical and Statistical Modeling, Networks
Applications: Behavioral Science, Social Science

Hui Deng

Professor,

Physics


Brian Denton

Stephen M. Pollock Collegiate Professor,

Industrial and Operations Engineering, College of Engineering
Urology, Michigan Medicine


Methodologies: Machine Learning, Mathematical and Statistical Modeling, Optimization
Applications: Engineering, Social Science

Harm Derksen

Professor,

Department of Mathematics


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Data Mining, Databases and Data management, Graph-Based Methods, Image Data, Information Theory, Machine Learning, Optimization, Statistics
Applications: Biological Sciences, Computer Science, Engineering, Healthcare Research, Informatics

Paramveer Dhillon

Assistant Professor,

School of Information


Methodologies: Causal Inference, Machine Learning, Natural Language Processing, Networks, Statistics
Applications: Informatics, Social Science

Ivo D. Dinov

Professor,

Computational Medicine and Bioinformatics
Human Behavior and Biological Sciences
Michigan Institute for Data Science (MIDAS)


Associate Director, Education and Training Sub-Committee

Methodologies: Bayesian Methods, Computing, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Statistics
Applications: Behavioral Science, Biological Sciences, Complex Systems, Healthcare Research, Informatics, Social Science

Kevin Dombkowski

Research Professor,

Pediatrics, Michigan Medicine
School of Public Health


Methodologies: Data Mining, Databases and Data management
Applications: Behavioral Science, Healthcare Research, Social Science

Nicholas Douville

Lecturer,

Anesthesiology


Methodologies: Artificial Intelligence, Computing, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Karthik Duraisamy

Associate Professor,

Aerospace Engineering, College of Engineering


Methodologies: Bayesian Methods, Causal Inference, Computing, Machine Learning, Statistics
Applications: Engineering

Allison Earl

,

Psychology


Methodologies: Computing
Applications: Behavioral Science, Healthcare Research, Social Science

Ron Eglash

Professor,

School of Information


Methodologies: Artificial Intelligence
Applications: Complex Systems, Economics, Finance and Business, Social Science

Joseph Eisenberg

Professor and Chair of Epidemiology,

Epidemiology


Methodologies: Causal Inference, Mathematical and Statistical Modeling
Applications: Healthcare Research

Marisa Eisenberg

Assistant Professor,

School of Public Health


Issam El Naqa

Associate Professor,

Radiation Oncology, Michigan Medicine
Applied Physics, LSA


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Data Integration, Data Mining, Data Visualization, Graph-Based Methods, Image Data, Information Theory, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization
Applications: Biological Sciences, Healthcare Research, Informatics, Physical Science

Michael Elliott

Professor,

Biostatistics, School of Public Health
Survey Research Center


Methodologies: Bayesian Methods, Causal Inference, Databases and Data management, Mathematical and Statistical Modeling, Security and Privacy, Statistics
Applications: Behavioral Science, Engineering, Healthcare Research, Social Science

Bogdan I. Epureanu

Professor,

Department of Mechanical Engineering


Methodologies: Artificial Intelligence, Computing, Data Visualization, Machine Learning, Mathematical and Statistical Modeling
Applications: Biological Sciences, Complex Systems, Engineering, Healthcare Research, Social Science

Barbara Jane Ericson

,

School of Information


Methodologies: Artificial Intelligence, Computing
Applications: Social Science

Birhanu Eshete

Assistant Professor,

Computer and Information Science, College of Engineering and Computer Science


Methodologies: Causal Inference, Graph-Based Methods, Machine Learning, Networks, Security and Privacy

August (Gus) Evrard

Professor,

Physics and Astronomy, LSA


Methodologies: Computing
Applications: Physical Science

Tayo Fabusuyi

Assistant Research Scientist,

Transportation Research Institute


Methodologies: Artificial Intelligence, Data Mining, Machine Learning, Optimization
Applications: Engineering

Xudong (Sherman) Fan

Professor,

Biomedical Engineering


Methodologies: Artificial Intelligence, Data Mining, Machine Learning
Applications: Biological Sciences, Healthcare Research

Christopher Fariss

Assistant Professor,

Political Science


Methodologies: Bayesian Methods, Causal Inference, Computing, Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Networks, Statistics
Applications: Social Science

Negar Farzaneh

Research Investigator,

Emergency Medicine


Methodologies: Artificial Intelligence, Computer Vision, Image Data, Machine Learning
Applications: Healthcare Research, Informatics

Salar Fattahi

Assistant Professor,

Industrial and Operations Engineering


Methodologies: Computing, Data Mining, Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Optimization
Applications: Engineering

Fred Feinberg

Professor,

Marketing, Ross School of Business
Statistics, LSA


Methodologies: Bayesian Methods, Machine Learning, Mathematical and Statistical Modeling
Applications: Economics, Finance and Business

Fred Feng

Assistant Professor,

Industrial and Manufacturing Systems Engineering, University of Michigan-Dearborn


Methodologies: Causal Inference, Data Visualization, Machine Learning, Statistics
Applications: Behavioral Science, Engineering

Anne Fernandez

Assistant Professor,

Psychiatry


Methodologies: Databases and Data management, Machine Learning, Natural Language Processing
Applications: Behavioral Science, Healthcare Research, Social Science

Jeff Fessler

Professor,

EECS, College of Engineering
Biomedical Engineering, College of Engineering
Radiology, Michigan Medicine


Thomas Finholt

Dean and Professor,

School of Information


Applications: Social Science

Benjamin Fish

Assistant Professor,

Computer Science and Engineering, Electrical Engineering and Computer Science


Methodologies: Artificial Intelligence, Machine Learning

Carol Flannagan

Carol Flannagan

Research Professor,

Transportation Research Institute


Core Faculty, Management Committee

Methodologies: Bayesian Methods, Data Integration, Data Visualization, Databases and Data management, Image Data, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Engineering

Allyson Flaster

Assistant Research Scientist,

Methodologies: Databases and Data management, Survey Methodology
Applications: Behavioral Science, Social Science

Nancy Fleischer

Associate Professor,

Epidemiology


Methodologies: Causal Inference, Data Integration, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Healthcare Research, Social Science

Danny Forger

Professor,

Mathematics, LSA
Center for Computational Medicine and Bioinformatics
Center for Systems Biology


Methodologies: Computing, Networks
Applications: Behavioral Science, Biological Sciences, Healthcare Research

David Fouhey

Assistant Professor,

Electrical Engineering and Computer Science


Methodologies: Artificial Intelligence, Computer Vision, Machine Learning
Applications: Engineering

Edgar Franco-Vivanco

Assistant Professor,

Political Science


Methodologies: Causal Inference, Computing, Machine Learning, Natural Language Processing, Statistics
Applications: Economics, Finance and Business, Social Science

Robert J. Franzese Jr.

Professor and Associate Chair,

Political Science, LSA


Methodologies: Mathematical and Statistical Modeling, Networks, Statistics
Applications: Economics, Finance and Business, Social Science

Gary L. Freed

Professor of Pediatrics,

Pediatrics


Methodologies: Causal Inference, Data Mining, Data Visualization, Databases and Data management
Applications: Behavioral Science, Healthcare Research, Informatics, Social Science

Ayumi Fujisaki-Manome

Assistant Research Scientist,

CIGLR in SEAS
CLASP


Methodologies: Machine Learning, Mathematical and Statistical Modeling
Applications: Earth Science and Ecology, Environmental and Climate Research, Physical Science

Johann Gagnon-Bartsch

Assistant Professor,

Statistics, LSA


Methodologies: Causal Inference, Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Biological Sciences, Healthcare Research, Informatics, Social Science

Andrzej T Galecki

Research Professor,

Institute of Gerontology, Michigan Medicine
Biostatistics, School of Public Health


Methodologies: Mathematical and Statistical Modeling, Statistics
Applications: Healthcare Research, Informatics

Krishna Garikipati

Krishna Garikipati

Professor,

Mechanical Engineering, College of Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Graph-Based Methods, Machine Learning
Applications: Biological Sciences, Complex Systems, Engineering, Physical Science

Lana Garmire

Associate Professor,

Computational medicine and Bioinformatics


Methodologies: Artificial Intelligence, Computing, Data Integration, Data Mining, Image Data, Machine Learning, Networks, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics, Social Science

Vikram Gavini

Professor of Mechanical Engineering, Professor of Materials Science & Engineering,

Mechanical Engineering


William J. Gehring

Arthur F. Thurnau Professor of Psychology,

Psychology


Methodologies: Artificial Intelligence, Causal Inference, Machine Learning, Natural Language Processing
Applications: Behavioral Science, Computer Science, Healthcare Research, Social Science

Anne Ruggles Gere

Arthur Thurnau Professor of English and Gertrude Buck Collegiate Professor of Education,

Department of English


Methodologies: Natural Language Processing
Applications: Social Science

Maani Ghaffari

Assistant Professor,

Department of Naval Architecture & Marine Engineering


Hamid Ghanbari

Assistant Professor,

Internal Medicine


Methodologies: Artificial Intelligence, Databases and Data management, Machine Learning
Applications: Behavioral Science, Computer Science

Eric Gilbert

John Derby Evans Associate Professor,

School of Information


Methodologies: Artificial Intelligence, Causal Inference, Machine Learning, Networks
Applications: Computer Science, Social Science

Brenda Gillespie

Associate Director,

CSCAR
Biostatistics, School of Public Health


Methodologies: Data Visualization, Databases and Data management, Image Data, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Pamela Giustinelli

Assistant Professor,

Survey Research Center for Social Research


Sharon Glotzer

John Werner Cahn Distinguished University Professor and Chair, Dept. of Chemical Engineering,

Applications: Physical Science

Oleg Gnedin

Professor,

Astronomy


Methodologies: Computing, Data Visualization, Machine Learning, Mathematical and Statistical Modeling
Applications: Physical Science

Jessica Golbus

Cardiology Fellow,

Internal Medicine, Michigan Medicine


Applications: Behavioral Science, Healthcare Research

Bryan R. Goldsmith

Assistant Professor,

Chemical Engineering, College of Engineering


Methodologies: Data Mining, Machine Learning
Applications: Engineering, Physical Science

Jason Goldstick

Research Associate Professor,

Injury Prevention Center
Emergency Medicine


Methodologies: Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Environmental and Climate Research, Healthcare Research, Social Science

Tamas Gombosi

Konstantin Gringauz Distinguished University Professor of Space Science,

Climate and Space Sciences and Engineering


Methodologies: Machine Learning
Applications: Engineering, Physical Science

Rich Gonzalez

Professor,

Psychology, LSA
Statistics, LSA
Marketing, Ross School of Business


Education and Training Sub-Committee

Methodologies: Data Visualization, Statistics
Applications: Behavioral Science, Biological Sciences

Amie Gordon

Assistant Professor of Psychology,

Department of Psychology


Methodologies: Databases and Data management
Applications: Behavioral Science, Biological Sciences, Social Science

Alex Gorodetsky

Assistant Professor,

Department of Aerospace Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Data Mining, Mathematical and Statistical Modeling, Optimization, Statistics
Applications: Engineering, Informatics

Ben Green

Assistant Professor,

Ford School of Public Policy,
Postdoctoral Scholar in the Michigan Society of Fellows


Methodologies: Data Mining, Machine Learning, Networks
Applications: Behavioral Science, Complex Systems, Engineering, Social Science

Andrew Grogan-Kaylor

Associate Professor,

School of Social Work
Co-PI
Child Violence and Trauma Laboratory


Methodologies: Bayesian Methods, Data Visualization, Natural Language Processing
Applications: Behavioral Science, Healthcare Research

Andrew Gronewold

Associate Professor,

School for Environment and Sustainability


Methodologies: Bayesian Methods, Computing, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Earth Science and Ecology, Environmental and Climate Research

Carina Gronlund

Research Assistant Professor,

Institute for Social Research, Survey Research Center


Methodologies: Bayesian Methods, Causal Inference, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Environmental and Climate Research, Healthcare Research, Social Science

Yuanfang Guan

Assistant Professor,

Computational Medicine and Bioinformatics, Michigan Medicine
Internal Medicine, Nephrology


Methodologies: Machine Learning, Networks
Applications: Informatics

Timothy C. Guetterman

Assistant Professor,

Family Medicine


Methodologies: Natural Language Processing
Applications: Informatics

Emanuel Gull

Assistant Professor,

Physics, LSA


Methodologies: Bayesian Methods, Data Mining, Information Theory, Optimization
Applications: Computer Science, Engineering, Physical Science

Lubomir Hadjiyski

Professor,

Department of Radiology


Methodologies: Artificial Intelligence, Bayesian Methods, Computer Vision, Computing, Data Mining, Data Visualization, Image Data, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Optimization
Applications: Biological Sciences, Engineering, Healthcare Research, Informatics, Social Science

J. Alex Halderman

Professor,

Computer Science and Engineering


Methodologies: Networks, Security and Privacy
Applications: Computer Science

Jesse Hamilton

Assistant Professor,

Radiology


Methodologies: Artificial Intelligence, Image Data, Machine Learning, Optimization
Applications: Healthcare Research, Physical Science

Robert Hampshire

Associate Professor of Public Policy,

Gerald R. Ford School of Public Policy


Methodologies: Data Integration, Machine Learning, Mathematical and Statistical Modeling
Applications: Economics, Finance and Business, Engineering, Social Science

David Hanauer

Clinical Associate Professor,

Learning Health Sciences


Methodologies: Computing, Data Mining, Natural Language Processing
Applications: Behavioral Science, Healthcare Research, Informatics

Edward G. Happ

Executive Fellow, Research Investigator,

School of Information


Applications: Social Science

Derek Harmon

Assistant Professor,

Strategy, Ross School of Business


Methodologies: Artificial Intelligence, Natural Language Processing
Applications: Economics, Finance and Business, Engineering, Social Science

Marcelline Harris

Associate Professor,

Systems, Populations and Leadership, School of Nursing


Methodologies: Machine Learning
Applications: Healthcare Research

Catherine Hausman

Associate Professor,

Ford school of Public Policy


Methodologies: Causal Inference, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Economics, Finance and Business, Environmental and Climate Research, Physical Science, Social Science

Xuming He

Professor,

Statistics, LSA


Methodologies: Bayesian Methods, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Economics, Finance and Business, Environmental and Climate Research, Healthcare Research, Informatics

Yongqun (Oliver) He

Associate Professor,

Microbiology and Immunology, Michigan Medicine


Methodologies: Bayesian Methods
Applications: Biological Sciences

Margaret Hedstrom

Professor,

School of Information
Institute for Social Research


Challenge Sub-Committee

Methodologies: Databases and Data management, Statistics
Applications: Social Science

Libby Hemphill

Research Associate Professor,

UMSI


Methodologies: Databases and Data management, Machine Learning, Natural Language Processing
Applications: Behavioral Science, Computer Science, Informatics, Social Science

Nicholas Henderson

Assistant Professor,

Biostatistics


Methodologies: Bayesian Methods, Causal Inference, Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Optimization, Statistics
Applications: Healthcare Research, Informatics

Áine Heneghan

Associate Professor,

Music Theory, School of Music, Theatre & Dance


Methodologies: Computing
Applications: Arts

Alfred Hero

Professor,

EECS, College of Engineering
Biomedical Engineering, College of Engineering
Statistics, LSA


Management Committee

Methodologies: Data Integration, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Networks, Optimization
Applications: Engineering, Healthcare Research, Informatics, Social Science

Todd I Herrenkohl

Professor,

School of Social Work


Methodologies: Data Mining, Statistics, Survey Methodology
Applications: Healthcare Research, Social Science

Joseph Himle

Professor,

School of Social Work
Psychiatry, School of Medicine


Applications: Behavioral Science, Healthcare Research

James R. Hines Jr.

,

L. Hart Wright Collegiate Professor of Law
Richard A. Musgrave Collegiate Professor of Economics


Methodologies: Natural Language Processing, Statistics
Applications: Earth Science and Ecology, Economics, Finance and Business, Social Science

Jana Hirschtick

Research Investigator,

Epidemiology


Methodologies: Data Visualization, Databases and Data management, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Healthcare Research, Social Science

Todd Hollon

Assistant Professor,

Department of Neurosurgery


Methodologies: Artificial Intelligence, Computer Vision, Machine Learning
Applications: Biological Sciences, Healthcare Research

Zhen Hu

Assistant Professor,

Department of Industrial and Manufacturing Systems Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Computing, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Engineering

Wei Hu

Wei Hu

Assistant Professor,

Computer Science and Engineering


Methodologies: Artificial Intelligence, Machine Learning, Optimization, Statistics
Applications: Computer Science

Jingwen Hu

Associate Research Scientist,

Transportation Research Institute
Mechanical Engineering, College of Engineering


Methodologies: Computing
Applications: Engineering

Xun Huan

Assistant Professor,

Mechanical Engineering


Methodologies: Bayesian Methods, Computing, Databases and Data management, Machine Learning, Optimization, Statistics
Applications: Engineering, Physical Science

Xianglei Huang

Professor,

Department of Climate and Space Sciences and Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Data Mining, Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Optimization, Statistics
Applications: Earth Science and Ecology, Environmental and Climate Research, Physical Science

Jane E. Huggins

Associate Research Scientist,

Physical Medicine and Rehabilitation


Muzammil M. Hussain

Assistant Professor,

Communication Studies, LSA
Institute for Social Research Center for Political Studies


Methodologies: Data Mining, Data Visualization, Databases and Data management, Networks
Applications: Complex Systems, Economics, Finance and Business, Engineering, Social Science

Edward Ionides

Professor,

Statistics, LSA


Methodologies: Mathematical and Statistical Modeling, Statistics

Deanna Isaman

Research Assistant Professor,

School of Nursing


Methodologies: Mathematical and Statistical Modeling, Statistics
Applications: Complex Systems, Healthcare Research

Christiane Jablonowski

Associate Professor,

Climate and Space Sciences and Engineering


Methodologies: Artificial Intelligence, Machine Learning, Mathematical and Statistical Modeling
Applications: Environmental and Climate Research

Abigail Jacobs

Assistant Professor,

Information, School of Information
Complex Systems, College of Literature, Science, and the Arts


Methodologies: Bayesian Methods, Causal Inference, Graph-Based Methods, Machine Learning, Networks, Statistics
Applications: Earth Science and Ecology, Informatics, Social Science

H. V. Jagadish

Edgar F Codd Distinguished University Professor and Bernard A Galler Collegiate Professor; MIDAS Director,

EECS, College of Engineering


Director

Methodologies: Data Integration, Databases and Data management, Security and Privacy

Meha Jain

Assistant Professor,

School for Environment and Sustainability


Methodologies: Causal Inference, Image Data, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Environmental and Climate Research, Social Science

Stefanus Jasin

Associate Professor of Technology and Operations,

Ross School of Business


Methodologies: Artificial Intelligence, Computing, Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Economics, Finance and Business, Engineering, Social Science

Ruiwei Jiang

Associate Professor,

Industrial and Operations Engineering


Judy Jin

Professor,

Industrial and Operations Engineering, College of Engineering
Integrative Systems and Design, College of Engineering


Methodologies: Causal Inference, Data Integration, Machine Learning, Networks, Statistics
Applications: Engineering

Sean Johnson

Assistant Professor and LSA Collegiate Fellow,

Department of Astronomy, LSA


Timothy D. Johnson

Professor,

Biostatistics, School of Public Health


Methodologies: Bayesian Methods, Data Mining, Image Data, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Biological Sciences, Healthcare Research

Vicki Johnson-Lawrence

Assistant Professor,

Public Health and Health Sciences


Applications: Healthcare Research, Social Science

Matthew Johnson-Roberson

Assistant Professor,

EECS, College of Engineering
Naval Architecture and Marine Engineering, College of Engineering


Methodologies: Data Integration, Data Visualization, Machine Learning, Networks
Applications: Earth Science and Ecology, Engineering

David Jurgens

Assistant Professor,

School of Information


Methodologies: Data Mining, Machine Learning, Natural Language Processing
Applications: Computer Science, Healthcare Research, Social Science

Niko Kaciroti

Research Scientist,

Pediatrics


Methodologies: Bayesian Methods, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Healthcare Research

Jack D. Kalbfleisch

Professor Emeritus,

Biostatistics, School of Public Health
Statistics, LSA


Methodologies: Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Engineering, Healthcare Research, Social Science

Vineet Kamat

Vineet Kamat

John L. Tishman Family Professor,

Department of Civil and Environmental Engineering


Methodologies: Artificial Intelligence, Computer Vision, Computing, Data Integration, Data Visualization, Image Data, Machine Learning, Natural Language Processing
Applications: Engineering

Hyun Min Kang

Associate Professor,

Biostatistics, School of Public Health


Methodologies: Computing, Data Mining, Data Visualization, Machine Learning, Statistics
Applications: Biological Sciences, Computer Science, Healthcare Research, Informatics

Jian Kang

Associate Professor,

Biostatistics


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Computing, Data Mining, Graph-Based Methods, Image Data, Machine Learning, Networks, Optimization
Applications: Healthcare Research, Informatics

Trishul Kapoor

House Officer and CSTAR Fellow,

Department of Anesthesiology


Methodologies: Artificial Intelligence, Causal Inference, Data Mining, Databases and Data management, Machine Learning, Natural Language Processing
Applications: Economics, Finance and Business, Healthcare Research, Informatics

Steven J. Katz

Professor,

Internal Medicine, School of Public Health


Methodologies: Natural Language Processing, Survey Methodology
Applications: Environmental and Climate Research, Healthcare Research

Daniel P. Keating

Professor,

Psychology


Methodologies: Causal Inference, Data Integration, Databases and Data management
Applications: Behavioral Science, Healthcare Research, Social Science

Evan Keller

Professor of Urology and Pathology,

Urology


Methodologies: Artificial Intelligence, Data Integration, Data Mining, Image Data, Machine Learning, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Branko Kerkez

Assistant Professor,

Civil and Environmental Engineering, College of Engineering


Methodologies: Networks
Applications: Engineering, Environmental and Climate Research

Marouane Kessentini

Assistant Professor,

Computer and Information Science, College of Engineering and Computer Science


Methodologies: Artificial Intelligence, Computing, Optimization

James Kibbie

University Organist, Professor and Chair,

Organ, School of Music, Theatre & Dance


Applications: Arts

John Kieffer

Professor,

Materials Science and Engineering, College of Engineering


Methodologies: Machine Learning
Applications: Engineering

Hun-Seok Kim

Associate Professor,

Electrical Computer Engineering Division, Electrical Engineering & Computer Science Department


Jinseok Kim

Research Assistant Professor,

Institute for Social Research


Methodologies: Data Integration, Databases and Data management, Machine Learning, Networks
Applications: Complex Systems, Computer Science, Social Science

Aaron A. King

Professor,

Ecology and Evolutionary Biology


Methodologies: Causal Inference, Computing, Data Integration, Data Mining, Data Visualization, Databases and Data management, Information Theory, Machine Learning, Mathematical and Statistical Modeling, Optimization, Security and Privacy, Statistics
Applications: Biological Sciences, Complex Systems, Earth Science and Ecology, Healthcare Research, Informatics, Social Science

Brendan Kochunas

Assistant Professor,

Nuclear Engineering and Radiological Sciences


Methodologies: Bayesian Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Engineering, Physical Science

Ken Kollman

Professor,

Political Science


Methodologies: Data Integration, Databases and Data management, Statistics
Applications: Social Science

Barbara Koremenos

Professor,

Political Science


Applications: Social Science

Photograph of Nicholas Kotov

Nicholas Kotov

Professor,

Chemical Sciences and Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Data Integration, Data Mining, Graph-Based Methods, Machine Learning, Networks
Applications: Engineering, Physical Science

Antonios M. Koumpias

Assistant Professor,

Social Sciences, College of Arts, Sciences, and Letters


Methodologies: Causal Inference, Machine Learning
Applications: Behavioral Science, Economics, Finance and Business, Healthcare Research, Social Science

Danai Koutra

Assistant Professor,

Computer Science and Engineering, College of Engineering


Methodologies: Computing, Data Integration, Data Mining, Data Visualization, Graph-Based Methods, Networks, Optimization
Applications: Healthcare Research, Social Science

Amanda Kowalski

Gail Wilensky Professor of Applied Economics and Public Policy,

Department of Economics


Methodologies: Causal Inference, Computing, Statistics
Applications: Economics, Finance and Business, Healthcare Research

Anna Kratz

Assistant Professor,

Physical Medicine and Rehabilitation, Michigan Medicine
Center for Clinical Outcomes Development and Application (CODA)


Methodologies: Data Visualization, Machine Learning, Mathematical and Statistical Modeling
Applications: Behavioral Science, Healthcare Research, Social Science

Aradhna Krishna

Professor,

Marketing, Ross School of Business


Andrew Krumm

Assistant Professor,

Michigan Medicine, Learning Health Sciences


Methodologies: Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Healthcare Research, Social Science

P.C. Ku

Professor,

Electrical and Computer Engineering


Kenichi Kuroda

Associate Professor,

School of Dentistry


Methodologies: Artificial Intelligence, Machine Learning
Applications: Biological Sciences, Engineering, Physical Science

Arpan Kusari

Assistant Research Scientist,

Assistant Research Scientist, UMTRI


Methodologies: Artificial Intelligence, Computer Vision, Machine Learning, Networks
Applications: Engineering

Sindhu Kutty

Lecturer IV,

Computer Science and Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Databases and Data management, Machine Learning
Applications: Economics, Finance and Business, Social Science

Jaerock Kwon

Assistant Professor,

University of Michigan-Dearborn


Methodologies: Artificial Intelligence, Computer Vision, Image Data, Machine Learning
Applications: Behavioral Science, Engineering, Healthcare Research

Rahul Ladhania

Assistant Professor of Health Informatics,

Health Management & Policy


Methodologies: Artificial Intelligence, Causal Inference, Data Visualization, Machine Learning
Applications: Behavioral Science, Economics, Finance and Business, Healthcare Research, Social Science

Sara Lafia

Research Investigator,

ICPSR


Methodologies: Data Mining, Data Visualization, Databases and Data management, Machine Learning, Natural Language Processing, Statistics
Applications: Informatics, Social Science

Jeffrey C. Lagarias

Professor,

Mathematics, LSA


Methodologies: Information Theory, Networks, Optimization
Applications: Engineering

Carl Lagoze

Associate Professor,

School of Information


Applications: Engineering, Social Science

Ronald Gary Larson

AH White Distinguished University Professor,

Chemical Engineering


Methodologies: Computing, Graph-Based Methods, Mathematical and Statistical Modeling
Applications: Engineering, Physical Science

Mariel Lavieri

Mariel Lavieri

Associate Professor, Associate Chair of Undergraduate Studies,

Industrial and Operations Engineering


Methodologies: Bayesian Methods, Machine Learning, Mathematical and Statistical Modeling, Optimization, Statistics
Applications: Complex Systems, Engineering, Healthcare Research

Thuy Le

Thuy Le

Assistant Research Scientist,

Methodologies: Artificial Intelligence, Causal Inference, Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Optimization
Applications: Behavioral Science, Healthcare Research

Jon Lee

G. Lawton and Louise G. Johnson Professor,

Industrial and Operations Engineering, College of Engineering


Methodologies: Graph-Based Methods, Information Theory, Networks, Optimization
Applications: Economics, Finance and Business, Engineering, Physical Science, Social Science

Honglak Lee

Associate Professor,

Computer Science and Engineering, College of Engineering


Methodologies: Artificial Intelligence, Computer Vision, Data Mining, Machine Learning

Sunghee Lee

Research Associate Professor,

Institute for Social Research, Survey Research Center


Methodologies: Databases and Data management, Networks, Statistics, Survey Methodology
Applications: Behavioral Science, Healthcare Research, Social Science

Peter Lenk

Professor,

Technology and Operations, Ross School of Business


Methodologies: Bayesian Methods, Computing, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Economics, Finance and Business, Social Science

Susan Hautaniemi Leonard

Associate Research Scientist,

ISR/ICPSR


Methodologies: Databases and Data management, Image Data, Security and Privacy, Statistics
Applications: Healthcare Research, Social Science

Felipe da Veiga Lerprevost

Research Investigator,

Department of Pathology


Methodologies: Computing, Data Visualization, Networks
Applications: Biological Sciences, Informatics

Margaret C. Levenstein

Director,

Inter-university Consortium for Political and Social Research
Michigan Federal Statistical Research Data Center
School of Information
Survey Research Center, Institute for Social Research
Ross School of Business


Management Committee

Methodologies: Security and Privacy
Applications: Economics, Finance and Business, Engineering, Social Science

Elizaveta Levina

Vijay Nair Collegiate Professor,

Statistics, LSA


Methodologies: Data Integration, Data Mining, Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics

Lisa Levinson

Lecturer III,

Linguistics


Methodologies: Data Mining, Data Visualization, Databases and Data management, Information Theory, Natural Language Processing, Statistics
Applications: Behavioral Science, Social Science

Gen Li

Assistant Professor,

Department of Biostatistics


Methodologies: Computing, Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Biological Sciences

Jun Li

Assistant Professor,

Technology and Operations, Ross School of Business


Methodologies: Data Integration, Data Mining, Statistics
Applications: Biological Sciences, Healthcare Research

Jun Li

Professor,

Computational Medicine and Bioinformatics, Michigan Medicine
Human Genetics, Michigan Medicine


Core Faculty

Methodologies: Data Integration, Data Mining, Statistics
Applications: Biological Sciences, Healthcare Research

Weiqi Li

Assistant Professor,

Management


Methodologies: Machine Learning, Optimization

Yi Li

Professor,

Biostatistics, School of Public Health
Kidney Epidemiology and Cost Center


Methodologies: Data Mining

Donald S. Likosky

Professor of Cardiac Surgery,

Methodologies: Artificial Intelligence, Databases and Data management
Applications: Behavioral Science, Healthcare Research, Informatics

Brian Lin

Assistant Research Scientist,

University of Michigan Transportation Research Institute


Methodologies: Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Engineering

Mark Lindquist

Associate Professor,

SEAS


Suljo Linic

,

Prof.


Roderick Little

Professor,

Biostatistics, School of Public Health
Institute for Social Research
Statistics, LSA


Methodologies: Bayesian Methods, Causal Inference, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Behavioral Science, Environmental and Climate Research, Healthcare Research, Social Science

Mingyan Liu

Professor,

EECS, College of Engineering


Methodologies: Causal Inference, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization
Applications: Computer Science

Zhongming Liu

Associate Professor,

Biomedical Engineering


Methodologies: Artificial Intelligence, Computer Vision, Machine Learning, Natural Language Processing, Networks, Statistics
Applications: Healthcare Research, Informatics, Social Science

Zhixin (Jason) Liu

Associate Professor,

College of Business, University of Michigan-Dearborn


Methodologies: Optimization, Statistics
Applications: Economics, Finance and Business, Engineering

Jie Liu

Assistant Professor,

Computational Medicine and Bioinformatics


Methodologies: Artificial Intelligence, Data Integration, Data Mining, Graph-Based Methods, Machine Learning, Statistics
Applications: Biological Sciences, Informatics

Henry Liu

Professor,

Civil and Environmental Engineering, College of Engineering
Transportation Research Institute


Methodologies: Artificial Intelligence, Data Mining, Machine Learning
Applications: Engineering

Sabine Loos

Sabine Loos

Assistant Professor,

Civil and Environmental Engineering


Methodologies: Causal Inference, Data Integration, Data Visualization, Image Data, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Earth Science and Ecology, Engineering, Environmental and Climate Research, Informatics, Social Science

Hernán López-Fernández

Associate Professor and Associate Curator of Fishes,

Ecology and Evolutionary Biology
Program in the Environment


Methodologies: Data Integration, Databases and Data management, Image Data, Mathematical and Statistical Modeling
Applications: Biological Sciences, Earth Science and Ecology, Environmental and Climate Research, Informatics

Vahid Lotfi

Senior Vice Provost and Professor,

Management Sciences, Flint School of Management


Methodologies: Data Mining, Machine Learning, Optimization
Applications: Economics, Finance and Business, Engineering, Social Science

Wei Lu

Professor,

Mechanical Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Computer Vision, Machine Learning
Applications: Engineering, Physical Science

Jin Lu

Assistant Professor,

Department of Computer and Information Science, College of Engineering and Computer Science


Methodologies: Computer Vision, Data Integration, Data Mining, Machine Learning, Optimization, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Kathryn Luker

,

Radiology


Methodologies: Artificial Intelligence, Image Data, Machine Learning
Applications: Healthcare Research

Gary Luker

Professor,

Radiology


Methodologies: Data Integration, Data Mining, Data Visualization, Image Data
Applications: Healthcare Research

Jerome P. Lynch

Professor, Donald Malloure Department Chair,

Civil and Environmental Engineering, College of Engineering
EECS, College of Engineering


Methodologies: Bayesian Methods, Computer Vision, Data Mining, Data Visualization, Databases and Data management, Image Data, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization
Applications: Behavioral Science, Complex Systems, Engineering, Environmental and Climate Research, Social Science

Di Ma

Associate Professor,

Computer and Information Science, College of Engineering and Computer Science


Methodologies: Security and Privacy

Puneet Manchanda

Professor,

Marketing, Ross School of Business


Methodologies: Bayesian Methods, Causal Inference, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Behavioral Science, Economics, Finance and Business, Informatics, Social Science

Ward B. Manchester

Research Professor,

Climate and Space Science and Engineering


Methodologies: Data Mining, Machine Learning
Applications: Physical Science

Robert Manduca

Assistant Professor,

Sociology


Methodologies: Data Visualization, Machine Learning
Applications: Economics, Finance and Business, Engineering, Social Science

Murali Mani

Professor,

Computer Science


Methodologies: Data Visualization, Databases and Data management
Applications: Computer Science

Z. Morley Mao

Professor,

Computer Science Engineering, College of Engineering


Methodologies: Machine Learning, Networks
Applications: Behavioral Science, Computer Science

John E Marcotte

Archivist; Clinical Adjunct,

Institute for Social Research, School of Nursing


Methodologies: Computing, Databases and Data management, Security and Privacy, Statistics, Survey Methodology
Applications: Social Science

Jason Mars

Assistant Professor,

Computer Science and Engineering, College of Engineering


Methodologies: Artificial Intelligence, Databases and Data management, Machine Learning, Natural Language Processing
Applications: Computer Science

Neda Masoud

Assistant Professor,

Civil and Environmental Engineering, College of Engineering


Methodologies: Computing, Data Mining, Graph-Based Methods, Machine Learning, Networks, Optimization
Applications: Engineering

Bruce Maxim

Professor of Computer Information Science and Natu Natarajan Collegieate Professor of Engineering,

University of Michigan-Dearborn, College of Engineering and Computer Scicence


Heather B. Mayes

Assistant Professor,

Chemical Engineering, College of Engineering


Methodologies: Data Visualization
Applications: Physical Science

Charles Mayo

Associate Professor,

Radiation Oncology, Michigan Medicine


Methodologies: Machine Learning

Brian P. McCall

Professor,

Education, School of Education
Economics, LSA


Methodologies: Mathematical and Statistical Modeling, Optimization, Statistics
Applications: Economics, Finance and Business, Social Science

Jeffrey S. McCullough

Associate Professor,

Health Management and Policy, School of Public Health


Methodologies: Bayesian Methods, Causal Inference, Machine Learning
Applications: Economics, Finance and Business, Healthcare Research, Social Science

Timothy McKay

Professor,

Physics, LSA
Astronomy, LSA
Education, School of Education


Challenge Sub-Committee

Methodologies: Causal Inference, Data Visualization, Databases and Data management, Machine Learning, Natural Language Processing, Statistics
Applications: Behavioral Science, Healthcare Research, Physical Science, Social Science

Walter Mebane

Professor,

Political Science, LSA
Center for Political Studies
Statistics, LSA


Methodologies: Machine Learning, Statistics
Applications: Social Science

Qiaozhu Mei

Associate Professor,

School of Information
EECS, College of Engineering


Methodologies: Data Mining, Machine Learning, Natural Language Processing, Networks
Applications: Informatics, Social Science

Niccolò Meneghetti

Assistant Professor,

Department of Computer and Information Science, University of Michigan-Dearborn


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Data Integration, Data Visualization, Databases and Data management, Mathematical and Statistical Modeling, Optimization, Security and Privacy, Statistics

Dr. Briana Mezuk

Briana Mezuk

Associate Chair and Associate Professor, Epidemiology,

Department of Epidemiology


Director

Methodologies: Machine Learning, Survey Methodology
Applications: Healthcare Research

Eric Michielssen

Associate Dean for Research,

College of Engineering


Applications: Physical Science

Rada Mihalcea

Professor,

EECS, College of Engineering


Core Faculty, Management Committee

Methodologies: Artificial Intelligence, Computing, Graph-Based Methods, Machine Learning, Natural Language Processing
Applications: Social Science

Christopher Miller

Assistant Professor,

Astronomy, LSA
Physics, LSA


Methodologies: Bayesian Methods, Data Mining, Machine Learning, Statistics
Applications: Physical Science

Gregory S. Miller

Ernst and Young Professor of Accounting,

Ross School of Business


Methodologies: Artificial Intelligence, Causal Inference, Databases and Data management, Information Theory, Machine Learning, Natural Language Processing, Statistics
Applications: Behavioral Science, Economics, Finance and Business, Informatics, Social Science

A.J. Million

Research Investigator,

Inter-university Consortium for Political and Social Research


Methodologies: Computing, Data Mining, Databases and Data management, Information Theory, Security and Privacy, Statistics, Survey Methodology
Applications: Behavioral Science, Computer Science, Economics, Finance and Business, Engineering, Environmental and Climate Research, Healthcare Research, Social Science

Jouha Min

Assistant Professor,

Chemical Engineering


Brian Min

Associate Professor,

Political Science, LSA
Center for Political Studies
Institute for Social Research


Methodologies: Image Data
Applications: Physical Science, Social Science

Aditi Misra

Assistant Research Scientist,

University of Michigan Transportation Research Institute


Methodologies: Artificial Intelligence, Causal Inference, Computing, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Behavioral Science, Complex Systems, Economics, Finance and Business, Engineering, Healthcare Research, Physical Science

Colter Mitchell

Faculty Associate,

Population Studies Center
Survey Research Center
Institute for Social Research


Methodologies: Data Integration
Applications: Behavioral Science, Social Science

Zeina Mneimneh

Assistant Research Scientist,

Survey Research Center


Methodologies: Databases and Data management, Statistics, Survey Methodology
Applications: Social Science

Victoria Morckel

Associate Professor,

Geography, Planning, & Environment


Methodologies: Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Engineering, Social Science

Jeffrey Morenoff

Professor,

Sociology


Methodologies: Causal Inference, Databases and Data management, Statistics, Survey Methodology
Applications: Social Science

Emily Mower Provost

Assistant Professor,

Computer Science and Engineering, College of Engineering


Methodologies: Artificial Intelligence, Databases and Data management, Machine Learning
Applications: Computer Science, Healthcare Research

Barzan Mozafari

Barzan Mozafari

Morris Wellman Assistant Professor,

EECS, College of Engineering


Methodologies: Causal Inference, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Statistics
Applications: Complex Systems, Computer Science, Economics, Finance and Business, Engineering, Informatics

Bhramar Mukherjee

Professor,

Biostatistics, School of Public Health


Core Faculty, Faculty Recruitment and Engagement Sub-Committee

Methodologies: Bayesian Methods, Statistics
Applications: Biological Sciences, Healthcare Research

Yi Lu Murphey

Professor,

Electrical and Computer Engineering, College of Engineering and Computer Science


Methodologies: Computer Vision, Machine Learning
Applications: Engineering

Raj Rao Nadakuditi

Associate Professor,

EECS, College of Engineering


Core Faculty, Education and Training Sub-Committee

Methodologies: Data Mining, Machine Learning, Networks
Applications: Complex Systems

Viswanath Nagarajan

Associate Professor,

Industrial and Operations Engineering, College of Engineering


Methodologies: Optimization
Applications: Engineering

Deepak Nagrath

Associate Professor,

Biomedical Engineering


Inbal (Billie) Nahum-Shani

Research Associate Professor,

Institute for Social Research


Methodologies: Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science

Dr. Najarian

Kayvan Najarian

Professor,

Computational Medicine and Bioinformatics, Emergency Medicine


Associate Director

Methodologies: Machine Learning, Networks
Applications: Healthcare Research, Informatics

Brahmajee Nallamothu

Professor,

Internal Medicine, Michigan Medicine
Institute for Healthcare Policy and Innovation


Core Faculty

Methodologies: Data Mining, Machine Learning
Applications: Healthcare Research

Nambi Nallasamy

Assistant Professor of Ophthalmology and Visual Sciences and Assistant Professor of Computational Medicine and Bioinformatics,

Ophthalmology and Visual Sciences


Methodologies: Artificial Intelligence, Computer Vision, Computing, Databases and Data management, Machine Learning, Natural Language Processing
Applications: Healthcare Research, Informatics

Romesh P. Nalliah

Associate Dean for Patient Services,

School of Dentistry


Methodologies: Data Mining, Data Visualization, Databases and Data management, Optimization
Applications: Economics, Finance and Business, Engineering, Healthcare Research, Informatics, Social Science

Satish Narayanasamy

Associate Professor,

EECS, College of Engineering


Faculty Recruitment and Engagement Sub-Committee

Methodologies: Machine Learning, Networks
Applications: Behavioral Science, Computer Science

Joshua P Newell

Associate Professor,

School for Environment and Sustainability


Methodologies: Data Visualization, Machine Learning, Survey Methodology
Applications: Engineering, Environmental and Climate Research, Social Science

Long Nguyen

Professor,

Statistics, LSA
EECS, College of Engineering


Faculty Recruitment and Engagement Sub-Committee, Management Committee

Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Data Integration, Data Mining, Data Visualization, Databases and Data management, Graph-Based Methods, Image Data, Information Theory, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Computer Science

Quan Nguyen

Research Investigator,

School of Information


Methodologies: Networks
Applications: Social Science

Davon Norris

LSA Collegiate Fellow/Assistant Professor of Organizational Studies,

Organizational Studies


Methodologies: Statistics
Applications: Engineering, Social Science

Elle O’Brien

Lecturer III; Research Investigator,

School of Information


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Computing, Data Mining, Databases and Data management, Information Theory, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Statistics, Survey Methodology
Applications: Behavioral Science, Biological Sciences, Complex Systems, Engineering, Healthcare Research, Informatics, Social Science

Marie O’Neill

Professor of Epidemiology and Environmental Health Sciences,

School of Public Health


Methodologies: Causal Inference, Data Visualization, Databases and Data management, Machine Learning
Applications: Environmental and Climate Research, Healthcare Research

Sally Oey

Sally Oey

Professor,

Astronomy


Methodologies: Computing, Data Mining, Image Data, Mathematical and Statistical Modeling
Applications: Physical Science

Jim Omartian

Assistant Professor of Accounting,

Ross School of Business


Methodologies: Causal Inference, Data Mining, Data Visualization, Machine Learning, Statistics
Applications: Behavioral Science, Economics, Finance and Business, Engineering, Healthcare Research, Informatics, Social Science

Gilbert S. Omenn

Professor,

Computational Medicine and Bioinformatics
Human Genetics, Molecular Medicine & Genetics
School of Public Health


Methodologies: Data Integration
Applications: Biological Sciences, Healthcare Research, Informatics

Gabor Orosz

Associate Professor,

Department of Mechanical Engineering


Methodologies: Machine Learning, Mathematical and Statistical Modeling
Applications: Engineering

Luis E. Ortiz

Assistant Professor,

Computer and Information Science, College of Engineering and Computer Science


Methodologies: Artificial Intelligence, Computer Vision, Computing, Machine Learning, Networks, Statistics
Applications: Behavioral Science, Biological Sciences, Complex Systems, Computer Science, Economics, Finance and Business, Social Science

Jason Owen-Smith

Professor,

Institute for Research on Innovation and Science (IRIS)
Sociology, LSA
Survey Research Center
Institute for Social Research


Methodologies: Data Visualization, Databases and Data management, Networks, Security and Privacy
Applications: Engineering, Social Science

Necmiye Ozay

Assistant Professor,

EECS, College of Engineering


Methodologies: Computing, Mathematical and Statistical Modeling, Networks, Optimization
Applications: Complex Systems, Computer Science, Engineering

Joyojeet Pal

Associate Professor,

School of Information


Applications: Social Science

Ranjan Pal

Assistant Research Scientist,

Electrical and Computer Engineering


Methodologies: Databases and Data management, Machine Learning, Networks, Security and Privacy, Statistics
Applications: Behavioral Science, Economics, Finance and Business, Healthcare Research, Social Science

Yulin Pan

Assistant Professor,

Department of Naval Architecture and Marine Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Computing, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Complex Systems, Environmental and Climate Research, Physical Science

Dimitra Panagou

Dimitra Panagou

Associate Professor,

Robotics


Methodologies: Graph-Based Methods, Machine Learning, Networks
Applications: Engineering

Leopoldo Pando Zayas

Leopoldo Pando Zayas

Professor,

Physics


Methodologies: Computing, Information Theory, Machine Learning, Mathematical and Statistical Modeling
Applications: Physical Science

Shobita Parthasarathy

Professor and Director, Science, Technology, and Public Policy Program,

Ford School of Public Policy


Methodologies: Artificial Intelligence, Data Mining, Databases and Data management, Machine Learning
Applications: Behavioral Science, Biological Sciences, Engineering, Environmental and Climate Research, Healthcare Research, Social Science

Josh Pasek

Associate Professor,

Communication Studies, LSA
Center for Political Studies, Institute for Social Research


Associate Director

Methodologies: Bayesian Methods, Causal Inference, Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Behavioral Science, Economics, Finance and Business, Social Science

Ashley Payne

Assistant Professor,

Climate and Space Sciences and Engineering


Methodologies: Data Visualization, Databases and Data management, Image Data, Machine Learning
Applications: Earth Science and Ecology, Environmental and Climate Research

Huei Peng

Professor,

Mechanical Engineering, Mcity


Methodologies: Artificial Intelligence, Mathematical and Statistical Modeling
Applications: Engineering

Joyce Penner

Professor,

Climate and Space Sciences and Engineering


Methodologies: Artificial Intelligence, Causal Inference, Computing, Mathematical and Statistical Modeling
Applications: Earth Science and Ecology

Bjoern Penning

Assistant Professor,

Department of Physics


Brian Perron

Associate Professor,

School of Social Work


Methodologies: Data Visualization, Databases and Data management
Applications: Engineering, Healthcare Research

Mark Peterson

Assistant Professor,

Physical Medicine and Rehabilitation, Michigan Medicine
Neuroscience Graduate Program


Fabian Pfeffer

Associate Professor of Sociology; Research Associate Professor at the Institute for Social Research; Director of the Stone Center for Inequality Dynamics,

Department of Sociology


Methodologies: Causal Inference, Data Visualization, Databases and Data management, Statistics, Survey Methodology
Applications: Social Science

Amy Pienta

Research Scientist,

ICPSR


Methodologies: Databases and Data management, Security and Privacy
Applications: Social Science

Jodyn Platt

Assistant Professor,

Medical School, Department of Learning Health Sciences
School of Public Health, Department of Health Management and Policy


Methodologies: Artificial Intelligence, Security and Privacy, Survey Methodology
Applications: Healthcare Research, Informatics, Social Science

Timothy Pletcher

Executive Director,

Michigan Health Information Network
Learning Health Sciences, Michigan Medicine


Methodologies: Data Mining, Image Data, Mathematical and Statistical Modeling
Applications: Healthcare Research

Robert Ploutz-Snyder

Research Professor, Director Applied Biostatistics Laboratory & Data Management Core,

School of Nursing


Methodologies: Causal Inference, Data Visualization, Databases and Data management, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Healthcare Research, Physical Science

Keshav Pokhrel

Assistant Professor,

Statistics, LSA


Methodologies: Machine Learning

Stephen M. Pollock

Professor Emeritus,

Industrial and Operations Engineering, College of Engineering


Methodologies: Bayesian Methods, Optimization
Applications: Engineering, Healthcare Research

Vitaliy Popov

Assistant Professor,

Medical School, Department of Learning Health Sciences


Methodologies: Machine Learning, Mathematical and Statistical Modeling, Networks
Applications: Behavioral Science, Healthcare Research, Social Science

Laura Power

Clinical Assistant Professor,

Department of Epidemiology, School of Public Health


Applications: Healthcare Research, Social Science

S. Sandeep Pradhan

Professor,

EECS


Methodologies: Information Theory, Networks, Statistics
Applications: Engineering, Healthcare Research, Informatics

Atul Prakash

Professor,

EECS, College of Engineering


Methodologies: Machine Learning, Networks, Optimization, Security and Privacy
Applications: Computer Science, Informatics

J.J. Prescott

Henry King Ransom Professor of Law,

Law School


Methodologies: Causal Inference, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Optimization, Statistics, Survey Methodology
Applications: Behavioral Science, Economics, Finance and Business, Social Science

Nicholson Price

Assistant Professor of Law,

School of Law


Methodologies: Artificial Intelligence, Machine Learning, Security and Privacy
Applications: Behavioral Science, Biological Sciences, Healthcare Research, Informatics, Social Science

Amiyatosh Purnanandam

Michael Stark Professor of Finance, Chair of Finance Area,

Ross School of Business


Methodologies: Causal Inference, Data Mining, Mathematical and Statistical Modeling, Statistics
Applications: Economics, Finance and Business

Liang Qi

Associate Professor,

Department of Materials Science and Engineering


Qing Qu

Assistant Professor,

EECS


Methodologies: Artificial Intelligence, Computing, Data Mining, Image Data, Information Theory, Machine Learning, Optimization
Applications: Computer Science, Engineering, Healthcare Research

Kevin Quinn

Professor,

Political Science, LSA


Faculty Recruitment and Engagement Sub-Committee

Methodologies: Statistics
Applications: Social Science

Dan Rabosky

Dan Rabosky

Professor and Curator,

Ecology and Evolutionary Biology


Methodologies: Bayesian Methods, Machine Learning, Statistics
Applications: Biological Sciences, Computer Science, Earth Science and Ecology

Photograph of Alison Davis Rabosky

Alison Davis Rabosky

Assistant Professor and Curator,

Department of Ecology and Evolutionary Biology


Methodologies: Artificial Intelligence, Data Mining, Data Visualization, Databases and Data management, Image Data, Machine Learning, Mathematical and Statistical Modeling
Applications: Behavioral Science, Biological Sciences, Earth Science and Ecology, Environmental and Climate Research, Informatics

Majdi Radaideh

Majdi Radaideh

Assistant Professor,

Nuclear Engineering and Radiological Sciences


Methodologies: Bayesian Methods, Machine Learning, Natural Language Processing, Optimization
Applications: Complex Systems, Engineering

Jenny Radesky

Assistant Professor,

University of Michigan Medical School


Applications: Behavioral Science, Healthcare Research, Social Science

Trivellore E. Raghunathan

Director and Research Professor,

Survey Research Center
Biostatistics, School of Public Health


Methodologies: Bayesian Methods, Mathematical and Statistical Modeling, Security and Privacy, Statistics, Survey Methodology
Applications: Economics, Finance and Business, Healthcare Research, Social Science

Indika Rajapakse

Associate Professor,

Computational Medicine and Bioinformatics, Medical School
Mathematics, LSA


Applications: Informatics

Venkat Raman

Associate Professor,

Aerospace Engineering, College of Engineering


Methodologies: Machine Learning
Applications: Engineering

Arvind Rao

Associate Professor,

Computational Medicine and Bioinformatics, Michigan Medicine
Radiation Oncology, Michigan Medicine
Biomedical Engineering, College of Engineering


Core Faculty

Methodologies: Data Integration, Data Mining, Image Data
Applications: Biological Sciences, Healthcare Research

Jeffrey Regier

Assistant Professor,

Statistics


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Biological Sciences, Earth Science and Ecology, Environmental and Climate Research, Healthcare Research, Informatics, Physical Science

Shai Revzen

Associate Professor,

Electrical Engineering and Computer Science


Rudy J. Richardson

Dow Professor Emeritus of Toxicology and Associate Professor Emeritus of Neurology,

Dow Professor Emeritus of Toxicology


Methodologies: Computing, Data Visualization
Applications: Biological Sciences, Informatics, Physical Science

Ya’acov Ritov

Professor,

Department of Statistics


Methodologies: Bayesian Methods, Causal Inference, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Engineering, Healthcare Research, Social Science

Elizabeth F. S. Roberts

Professor,

Department of Anthropology


Methodologies: Causal Inference, Databases and Data management, Mathematical and Statistical Modeling, Networks
Applications: Behavioral Science, Complex Systems, Earth Science and Ecology, Environmental and Climate Research, Healthcare Research, Social Science

Daniel Romero

Associate Professor,

School of Information
Complex Systems, LSA
Electrical and Computer Engineering, College of Engineering


Methodologies: Data Mining, Machine Learning

Tanya Rosenblat

Tanya Rosenblat

Professor,

School of Information


Methodologies: Bayesian Methods, Causal Inference, Data Visualization, Information Theory, Natural Language Processing, Networks
Applications: Economics, Finance and Business, Social Science

Elliott Rouse

Assistant Professor,

Department of Mechanical Engineering


Methodologies: Artificial Intelligence, Machine Learning
Applications: Engineering, Healthcare Research

Michael Rubyan

Clinical Assistant Professor,

Health Management. of Policy


Methodologies: Databases and Data management
Applications: Behavioral Science, Healthcare Research, Social Science

Joseph Ryan

Associate Professor,

School of Social Work
Center for Political Studies
Population Studies Center


Methodologies: Data Visualization
Applications: Behavioral Science, Healthcare Research, Social Science

Greg Rybarczyk

Associate Professor,

Geography, Planning and Environment


Methodologies: Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Networks
Applications: Engineering

Romesh Saigal

Professor,

Industrial & Operations Engineering, College of Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Databases and Data management, Machine Learning, Optimization
Applications: Economics, Finance and Business, Engineering, Healthcare Research

Perry Samson

Professor,

Climate and Space Science, College of Engineering
School of Information


Methodologies: Data Mining, Machine Learning
Applications: Environmental and Climate Research, Social Science

Photograph of Nate Sanders

Nate Sanders

Professor,

Ecology and Evolutionary Biology


Methodologies: Artificial Intelligence, Data Mining, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Biological Sciences, Earth Science and Ecology

Rajiv Saran

Professor of Internal Medicine and Epidemiology,

Division of Nephrology


Methodologies: Databases and Data management, Machine Learning
Applications: Biological Sciences, Environmental and Climate Research, Healthcare Research, Informatics, Social Science

Maureen Sartor

Associate Professor,

Computational Medicine and Bioinformatics


Methodologies: Data Mining, Data Visualization, Databases and Data management, Machine Learning, Statistics
Applications: Biological Sciences, Environmental and Climate Research, Informatics

P.T. Sathe

Lecturer,

Engineering


Methodologies: Artificial Intelligence, Computing, Data Mining, Machine Learning
Applications: Biological Sciences, Engineering, Healthcare Research

Ramon Satyendra

Associate Professor,

Music Theory, School of Music, Theatre & Dance


Applications: Arts

Matthew Schipper

Research Professor,

Radiation Oncology, Michigan Medicine
Biostatistics, School of Public Health


Methodologies: Statistics
Applications: Healthcare Research

Patrick Schloss

Frederick G Novy Collegiate Professor of Microbiome Research,

Microbiology & Immunology, Michigan Medicine


Methodologies: Causal Inference, Computing, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Earth Science and Ecology, Informatics, Social Science

Thomas Schmidt

Professor,

Internal Medicine


Methodologies: Causal Inference, Data Mining, Data Visualization, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Biological Sciences, Earth Science and Ecology, Healthcare Research, Informatics

Sarita Schoenebeck

Associate Professor,

School of Information


Applications: Informatics

Eric Schwartz

Associate Professor,

Marketing, Ross School of Business


Methodologies: Bayesian Methods, Machine Learning, Optimization
Applications: Economics, Finance and Business

Picture of Thomas Schwarz

Thomas A. Schwarz

Associate Professor,

Physics Department


Methodologies: Artificial Intelligence, Computing, Data Visualization, Image Data, Machine Learning
Applications: Environmental and Climate Research, Healthcare Research, Physical Science

Clayton Scott

Associate Professor,

EECS, College of Engineering
Statistics, LSA


Methodologies: Machine Learning

Nicole Seiberlich

Associate Professor, Co-Director of Michigan Institute for Imaging Technology and Translation,

Radiology


Methodologies: Artificial Intelligence, Computing, Data Mining, Data Visualization, Databases and Data management, Image Data, Machine Learning, Natural Language Processing, Optimization, Security and Privacy, Statistics
Applications: Healthcare Research, Physical Science

Lawrence Seiford

Professor,

Industrial and Operations Engineering, College of Engineering
Goff Smith Co-Director, Tauber Institute for Global Operations


Methodologies: Data Visualization, Optimization, Statistics
Applications: Engineering, Social Science

Ananda Sen

Professor,

Biostatistics, School of Public Health
Family Medicine, Michigan Medicine


Methodologies: Bayesian Methods, Statistics
Applications: Healthcare Research

Srijan Sen

Research Professor,

Depression and Neurosciences, Michigan Medicine
Psychiatry
Molecular and Behavioral Neuroscience Institute


Core Faculty

Methodologies: Networks
Applications: Behavioral Science, Biological Sciences, Healthcare Research

Yulia Sevryugina

Senior Associate Librarian,

University of Michigan Library


Methodologies: Data Mining, Data Visualization, Information Theory
Applications: Biological Sciences, Physical Science

Matthew Shapiro

Professor,

Economics, LSA
Survey Research Center, Institute for Social Research


Applications: Economics, Finance and Business, Social Science

Atiyya Shaw

Assistant Professor,

Civil and Environmental Engineering Department


Kerby Shedden

Professor,

Statistics, LSA
Biostatistics, School of Public Health
Director of Consulting for Statistics, Computing, and Analytics Research (CSCAR)


Education and Training Sub-Committee, Management Committee

Methodologies: Causal Inference, Computing, Data Mining, Data Visualization, Databases and Data management, Image Data, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Behavioral Science, Biological Sciences, Engineering, Healthcare Research, Informatics, Social Science

Siqian Shen

Associate Professor,

Industrial and Operations Engineering, College of Engineering


Methodologies: Graph-Based Methods, Mathematical and Statistical Modeling, Networks, Optimization
Applications: Engineering, Healthcare Research, Physical Science, Social Science

Jie Shen

Professor,

Computer and Information Science


Methodologies: Artificial Intelligence, Computer Vision, Computing, Machine Learning, Networks, Statistics
Applications: Computer Science, Engineering

David H. Sherman

Hans W. Vahlteich Professor of Medicinal Chemistry, Research Professor, Life Sciences Institute, Professor of Chemistry, Professor of Microbiology & Immunology,

Department of Medicinal Chemistry, College of Pharmacy


Cong Shi

Associate Professor,

Industrial and Operations Engineering


Methodologies: Bayesian Methods, Causal Inference, Machine Learning, Networks, Optimization
Applications: Engineering, Social Science

Xu Shi

Assistant Professor,

Department of Biostatistics


Methodologies: Artificial Intelligence, Causal Inference, Computing, Data Integration, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Security and Privacy, Statistics, Survey Methodology
Applications: Healthcare Research, Social Science

Albert Shih

Professor,

Mechanical Engineering


Methodologies: Bayesian Methods, Computer Vision, Databases and Data management, Machine Learning, Networks
Applications: Healthcare Research, Informatics

Yuki Shiraito

Assistant Professor,

Political Science, LSA


Methodologies: Bayesian Methods, Causal Inference
Applications: Social Science

Ginger Shultz

Assistant Professor,

Chemistry, LSA


Methodologies: Mathematical and Statistical Modeling, Natural Language Processing, Statistics, Survey Methodology
Applications: Physical Science, Social Science

Yajuan Si

Research Assistant Professor,

Survey Research Center, Institute for Social Research


Methodologies: Bayesian Methods, Causal Inference, Computing, Data Integration, Data Mining, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Healthcare Research, Social Science

Kathleen Sienko

Professor,

Mechanical Engineering


Methodologies: Machine Learning
Applications: Healthcare Research, Social Science

John Silberholz

Assistant Professor,

Technology and Operations


Methodologies: Data Mining, Machine Learning, Optimization
Applications: Economics, Finance and Business, Engineering, Healthcare Research, Social Science

Mehrdad Simkani

Professor,

Mathematics, LSA


Karandeep Singh

Assistant Professor,

Learning Health Sciences


Methodologies: Machine Learning
Applications: Healthcare Research, Informatics

Katie Skinner

Katie Skinner

Assistant Professor,

Robotics


Methodologies: Computer Vision, Image Data, Machine Learning
Applications: Environmental and Climate Research

Stephen Smith

Assistant Professor,

Ecology and Evolutionary Biology, LSA
The Center of Computational Medicine and Bioinformatics


Methodologies: Data Mining, Statistics
Applications: Biological Sciences, Informatics

Peter Song

Peter Song

Professor,

Biostatistics, School of Public Health


Methodologies: Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Behavioral Science, Biological Sciences, Complex Systems, Environmental and Climate Research, Healthcare Research

Zheng Song

Assistant Professor,

Computer and Information Science Department, UM Dearborn


Methodologies: Artificial Intelligence, Data Integration, Databases and Data management

Reza Soroushmehr

Research Investigator,

Department of Computational Medicine and Bioinformatics


Methodologies: Artificial Intelligence, Computing, Data Mining, Image Data, Machine Learning, Optimization
Applications: Computer Science

S. Sriram

Professor,

Marketing, Ross School of Business


Methodologies: Causal Inference, Machine Learning, Mathematical and Statistical Modeling
Applications: Economics, Finance and Business, Healthcare Research, Social Science

Kevin Stange

Associate Professor,

Ford School of Public Policy


Methodologies: Causal Inference, Machine Learning
Applications: Economics, Finance and Business, Social Science

Anna G. Stefanopoulou

Professor,

Mechanical Engineering


Methodologies: Machine Learning, Mathematical and Statistical Modeling, Optimization
Applications: Complex Systems, Engineering, Environmental and Climate Research, Physical Science

Joshua Stein

Associate Professor,

Ophthalmology / Visual Sciences (School of Medicine)


Methodologies: Artificial Intelligence, Computing, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Natural Language Processing
Applications: Healthcare Research, Informatics

Ryan Stidham

Ryan Stidham

Associate Professor,

Computational Medicine and Bioinformatics


Management Committee

Methodologies: Artificial Intelligence, Data Integration, Image Data, Machine Learning, Natural Language Processing
Applications: Biological Sciences, Healthcare Research

Stilian A. Stoev

Associate Professor,

Statistics, LSA


Methodologies: Data Visualization, Networks, Statistics
Applications: Computer Science, Economics, Finance and Business, Environmental and Climate Research

Quentin Stout

Professor,

Computer Science and Engineering, College of Engineering
Climate and Space Science, Climate and Space Science


Methodologies: Machine Learning
Applications: Computer Science

Martin J. Strauss

Professor,

EECS, College of Engineering
Mathematics, LSA


Methodologies: Data Mining, Machine Learning, Security and Privacy
Applications: Computer Science, Physical Science, Social Science

Wencong Su

Assistant Professor,

EECS, College of Engineering


Methodologies: Data Mining, Optimization
Applications: Engineering, Physical Science

Vijay Subramanian

Associate Professor,

EECS, College of Engineering


Methodologies: Bayesian Methods, Causal Inference, Computing, Data Mining, Information Theory, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Complex Systems, Computer Science, Economics, Finance and Business, Engineering

Yuekai Sun

Assistant Professor,

Statistics, LSA


Methodologies: Data Mining, Machine Learning, Statistics
Applications: Biological Sciences

Wenhao Sun

Assistant Professor,

Materials Science and Engineering


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Computing, Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing, Optimization, Statistics
Applications: Engineering, Physical Science

Wenbo Sun

Assistant Research Scientist,

University of Michigan Transportation Research Institute


Methodologies: Artificial Intelligence, Bayesian Methods, Image Data, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Engineering

Jing Sun

Professor,

Naval Architecture and Marine Engineering Department


Methodologies: Artificial Intelligence, Bayesian Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Security and Privacy
Applications: Engineering, Physical Science

Veera Sundararaghavan

Professor,

Aerospace Engineering


Methodologies: Artificial Intelligence, Computing, Graph-Based Methods, Machine Learning
Applications: Engineering

Z. Tuba Suzer-Gurtekin

Assistant Research Scientist,

Assistant Research Scientist, ISR-SRC


Methodologies: Computing, Data Mining, Databases and Data management, Machine Learning, Security and Privacy, Statistics, Survey Methodology
Applications: Economics, Finance and Business, Healthcare Research, Social Science

Rie Suzuki

Associate Professor,

Public Health and Health Sciences


Methodologies: Data Mining, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Behavioral Science, Healthcare Research, Social Science

Stefan Szymanski

Stephen J. Galetti Professor of Sport Management,

Stephen J. Galetti Professor of Sport Management, School of Kinesiology


Methodologies: Machine Learning, Statistics
Applications: Economics, Finance and Business

Kean Ming Tan

Assistant Professor,

Department of Statistics


Methodologies: Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Healthcare Research, Informatics

Jeremy M G Taylor

Professor,

Biostatistics, School of Public Health
Computational Medicine and Bioinformatics, Michigan Medicine
Radiation Oncology, Michigan Medicine


Management Committee

Methodologies: Bayesian Methods, Causal Inference, Data Integration, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Environmental and Climate Research, Healthcare Research, Informatics, Social Science

Stephan F. Taylor

Professor of Psychiatry,

Psychiatry


Methodologies: Image Data, Networks
Applications: Behavioral Science, Healthcare Research, Social Science

Stephanie Teasley

Research Professor,

School of Information
Director, Learning, Education & Design Lab


Core Faculty, Management Committee

Applications: Behavioral Science, Social Science

Misha Teplitskiy

Assistant Professor,

School of Information


Methodologies: Machine Learning
Applications: Behavioral Science, Economics, Finance and Business, Social Science

Jonathan Terhorst

Assistant Professor,

Statistics


Methodologies: Bayesian Methods, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Ambuj Tewari

Ambuj Tewari

Assistant Professor,

Statistics, LSA
EECS, College of Engineering


Methodologies: Artificial Intelligence, Computing, Data Mining, Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Behavioral Science, Computer Science, Healthcare Research

Andrea Thomer

Assistant Professor,

School of Information


Methodologies: Data Integration, Databases and Data management, Machine Learning
Applications: Earth Science and Ecology, Environmental and Climate Research

Dawn Tilbury

Professor and Chair, Robotics,

Robotics


Sabina Tomkins

Assistant Professor,

School of Information


Kentaro Toyama

W. K. Kellogg Professor of Community Information,

School of Information


Methodologies: Artificial Intelligence, Bayesian Methods, Computer Vision, Computing, Image Data, Machine Learning, Mathematical and Statistical Modeling, Natural Language Processing
Applications: Complex Systems, Informatics, Social Science

Michael Traugott

Research Professor,

Center for Political Studies
Political Science, LSA
Communication Studies, LSA
Institute for Social Research


Applications: Social Science

Ivy F. Tso

Associate Professor of Psychiatry, Adjunct Associate Professor of Psychology,

Psychiatry


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Data Mining, Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Behavioral Science, Healthcare Research, Social Science

Suleyman Uludag

Associate Professor,

Computer Science, UM-Flint


Methodologies: Computing, Databases and Data management, Graph-Based Methods, Networks, Optimization, Security and Privacy
Applications: Computer Science, Physical Science, Social Science

Thomas Valley

Assistance Professor of Internal Medicine,

Medical School - Internal Medicine


Methodologies: Causal Inference
Applications: Healthcare Research

Monica Valluri

Research Professor,

Research Professor, Department of Astronomy


Mark P Van Oyen

Professor,

Industrial and Operations Engineering


Methodologies: Bayesian Methods, Causal Inference, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization, Statistics
Applications: Economics, Finance and Business, Engineering, Healthcare Research, Social Science

Matthew VanEseltine

Research Investigator,

Survey Research Center, Institute for Social Research


Methodologies: Causal Inference, Computing, Data Visualization, Databases and Data management, Mathematical and Statistical Modeling, Security and Privacy, Statistics
Applications: Social Science

Ram Vasudevan

Associate Professor,

Robotics


Shravan Veerapaneni

Associate Professor,

Mathematics, LSA


Methodologies: Data Visualization, Machine Learning

V. G. Vinod Vydiswaran

Assistant Professor,

Learning Health Sciences, Michigan Medicine
School of Information


Methodologies: Data Integration, Data Mining, Machine Learning, Natural Language Processing
Applications: Healthcare Research, Informatics

Akbar Waljee

Associate Professor,

Internal Medicine


Methodologies: Artificial Intelligence, Causal Inference, Data Mining, Machine Learning, Networks, Statistics
Applications: Behavioral Science, Healthcare Research, Informatics, Social Science

Nils G. Walter

Francis S. Collins Collegiate Professor,

Chemistry, LSA


Methodologies: Bayesian Methods, Data Visualization, Databases and Data management, Machine Learning, Networks
Applications: Biological Sciences, Engineering, Physical Science

Lu Wang

Lu Wang

Assistant Professor,

Computer Science and Engineering, EECS


Methodologies: Artificial Intelligence, Computing, Machine Learning, Natural Language Processing
Applications: Social Science

Wenche Wang

Assistant Professor,

School of Kinesiology


Applications: Economics, Finance and Business

Wentao Wang

Assistant Research Scientist,

Department of Civil and Environmental Engineering, Postdoctoral Research Fellow, University of Michigan 2017.01-2019.12


Methodologies: Artificial Intelligence, Computer Vision, Data Mining, Data Visualization, Databases and Data management, Machine Learning
Applications: Engineering, Environmental and Climate Research

Xu Wang

Assistant Professor,

Computer Science and Engineering


Methodologies: Computing, Data Mining
Applications: Healthcare Research, Social Science

Yixin Wang

Assistant Professor,

Statistics, LSA


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Machine Learning, Natural Language Processing, Statistics
Applications: Biological Sciences, Computer Science, Economics, Finance and Business, Engineering, Healthcare Research, Informatics

Naisyin Wang

Professor,

Statistics, LSA


Methodologies: Data Integration, Data Mining, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences, Healthcare Research

Kevin Ward

Professor,

Emergency Medicine, Michigan Medicine


Management Committee

Methodologies: Networks
Applications: Behavioral Science, Healthcare Research

Brian Weeks

Brian Weeks

Assistant Professor,

School for Environment and Sustainability


Methodologies: Image Data, Machine Learning
Applications: Earth Science and Ecology

Lu Wei

Assistant Professor,

Electrical and Computer Engineering, College of Engineering and Computer Science


Methodologies: Information Theory
Applications: Complex Systems, Engineering

Joshua Welch

Assistant Professor,

Computational Medicine and Bioinformatics


Methodologies: Artificial Intelligence, Data Integration, Data Mining, Graph-Based Methods, Machine Learning
Applications: Biological Sciences, Informatics

Xiaoquan William Wen

Professor,

Department of Biostatistics


Management Committee

Methodologies: Bayesian Methods, Causal Inference, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Statistics
Applications: Biological Sciences

Brady West

Associate Professor,

Institute for Social Research


Methodologies: Data Mining, Data Visualization, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Statistics, Survey Methodology
Applications: Social Science

Jenna Wiens

Associate Professor,

Computer Science and Engineering, College of Engineering


Methodologies: Artificial Intelligence, Computing, Data Mining, Machine Learning
Applications: Healthcare Research, Informatics

Terrence Wong

Assistant Professor,

Department of Internal Medicine; Division of Hematology and Oncology


Methodologies: Statistics
Applications: Biological Sciences, Informatics

Kevin Wood

Associate Professor of Biophysics and Physics,

Associate Professor of Biophysics


Zhenke Wu

Assistant Professor,

Biostatistics, School of Public Health


Core Faculty

Methodologies: Bayesian Methods, Computing, Data Integration, Mathematical and Statistical Modeling, Statistics
Applications: Healthcare Research, Informatics

Picture of Besa Xhabija

Besa Xhabija

Assistant Professor of Biochemistry,

Department of Natural Sciences


Methodologies: Data Visualization
Applications: Biological Sciences, Environmental and Climate Research, Informatics, Social Science

Xiaoling Xiang

Assistant Professor,

School of Social Work


Methodologies: Statistics, Survey Methodology
Applications: Healthcare Research

Gongjun Xu

Assistant Professor,

Statistics


Methodologies: Mathematical and Statistical Modeling, Statistics
Applications: Social Science

Ming Xu

Professor,

School for Environment and Sustainability
Civil and Environmental Engineering, College of Engineering


Methodologies: Data Mining, Data Visualization, Graph-Based Methods, Networks, Optimization, Statistics
Applications: Complex Systems, Engineering, Environmental and Climate Research, Physical Science

Olga Yakusheva

Associate Professor of Nursing and Public Health,

Nursing


Methodologies: Artificial Intelligence, Causal Inference, Data Visualization, Machine Learning
Applications: Economics, Finance and Business

Jieping Ye

Associate Professor,

Computational Medicine and Bioinformatics, Michigan Medicine
Electrical and Computer Engineering, College of Engineering


Methodologies: Artificial Intelligence, Data Mining, Machine Learning, Optimization
Applications: Engineering, Informatics

Yafeng Yin

Professor,

Professor of Civil and Environmental Engineering


Lei Ying

Professor,

Methodologies: Data Mining, Databases and Data management, Graph-Based Methods, Machine Learning, Optimization, Statistics
Applications: Computer Science, Engineering

Amy M. Yorke

Assistant Professor,

Physical Therapy


Methodologies: Survey Methodology
Applications: Healthcare Research, Social Science

Luis Zaman

Assistant Professor,

Ecology & Evolutionary Biology and Complex Systems


Jon Zelner

Assistant Professor,

Epidemiology, School of Public Health
Center for Social Epidemiology and Population Health


Methodologies: Data Visualization, Mathematical and Statistical Modeling, Networks
Applications: Healthcare Research

Dominika Zgid

Associate Professor,

Chemistry Department


Methodologies: Artificial Intelligence, Bayesian Methods, Computing, Data Mining, Machine Learning
Applications: Engineering, Physical Science

Jun Zhang

Professor,

Mathematics, Statistics, and Psychology, LSA


Core Faculty

Methodologies: Machine Learning
Applications: Social Science

Y Z (Yang Zhang)

Professor,

Department of Nuclear Engineering and Radiological Sciences


Lili Zhao

Research Associate professor,

Biostatistics Department


Methodologies: Artificial Intelligence, Bayesian Methods, Causal Inference, Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Healthcare Research, Informatics

Xiang Zhou

John G Searle Assistant Professor,

Biostatistics, School of Public Health


Methodologies: Bayesian Methods, Causal Inference, Data Integration, Data Mining, Databases and Data management, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics
Applications: Biological Sciences, Healthcare Research, Informatics

Feng Zhou

Assistant Professor,

Industrial and Manufacturing Systems Engineering, CECS


Methodologies: Machine Learning, Natural Language Processing
Applications: Behavioral Science, Economics, Finance and Business, Engineering

Kai Zhu

Associate Professor,

School for Environment and Sustainability


Ji Zhu

Professor,

Statistics, LSA
EECS, College of Engineering


Methodologies: Data Mining, Machine Learning, Mathematical and Statistical Modeling, Networks, Optimization
Applications: Healthcare Research, Informatics

Qiang Zhu

Professor,

Computer and Information Science


Methodologies: Data Integration, Data Mining, Databases and Data management, Optimization, Security and Privacy
Applications: Biological Sciences, Engineering, Informatics

Yuri Zhukov

Associate Professor,

Political Science


Methodologies: Causal Inference, Data Visualization, Databases and Data management, Natural Language Processing, Networks
Applications: Social Science

Robert Ziff

Professor,

Chemical Engineering


Methodologies: Graph-Based Methods, Mathematical and Statistical Modeling
Applications: Healthcare Research, Physical Science

Paul Zimmerman

Assistant Professor,

Chemistry, LSA


Methodologies: Machine Learning
Applications: Engineering, Physical Science

Sebastian Zöllner

Associate Professor,

Biostatistics, School of Public Health
Psychiatry, Michigan Medicine


Methodologies: Statistics
Applications: Biological Sciences, Healthcare Research, Social Science

Shasha Zou

Associate Professor,

Department of Climate and Space Sciences and Engineering