Scott Alfeld
Assistant Professor, Computer Science, Amherst College
machine learning, security
Leontine Alkema
Assistant Professor, Public Health and Health Sciences, UMass Amherst
Bayesian modeling, statistical demography, population health
James Allan
Professor and Chair, Information and Computer Sciences, UMass Amherst
information retrieval, event-based information organization, minimally interactive retrieval and organization, critical literacy
Neal Anderson
Professor, Electrical and Computer Engineering, UMass Amherst
Fundamental physical description of information representation and processing; data vs information; physical limits in computing; nanocomputing.
Sanjay Arwade
Associate Professor, Civil and Environmental Engineering, UMass Amherst
Probability modeling, global sensitivity/ANOVA methods, pattern recognition techniques
Michael Ash
Professor, Economics & CPPA, UMass Amherst
Labor, health, environment, econometrics
Paul Attewell
Visiting Professor, Social & Behavioral Sciences, UMass Amherst
higher education, quantitative methodology, data mining, big data
George Avrunin
Professor, Mathematics and Statistics, UMass Amherst
analysis and verification of concurrent and distributed computer systems, of systems such as medical processes, elections and high-performance computing systems;
Courtney Babbitt
Assistant Professor, Biology, UMass Amherst
next-generation sequencing, gene expression, human evolution, RNA-Seq
Erin Baker
Professor, Mechanical & Industrial Engineering, UMass Amherst
Energy Technology Policy, expert elicitation, decision making under uncertainty. How to use expert judgement data in DMUU models.
Raji Balasubramanian
Associate Professor, Biostatistics and Epidemiology, UMass Amherst
biomarker discovery, genomic & metabolomic studies; measurement error models in epidemiology.
Valerie Barr
Chair of Computer Science, Professor, Computer Science, Mount Holyoke College
Deepankar Basu
Associate Professor, Economics, UMass Amherst
development economics, classical political economy, applied econometrics
Ben Baumer
Assistant Professor, Program in Statistical & Data Sciences, Smith College
network science, applied statistics, sabermetrics, sports analytics, statistical modeling, analysis of algorithms, combinatorial optimization, data visualization, graph theory, and combinatorics
Joseph Bergan
Assistant Professor, Psychological and Brain Sciences, UMass Amherst
Emery Berger
Professor, Information and Computer Sciences, UMass Amherst
Correctness, reliability, security, and high performance, concurrency and parallelism applications, statistical approaches to correct performance, and data errors
Rajesh Bhatt
Associate Professor, Linguistics, UMass Amherst
syntax, syntax-semantics interface, semantics, Indo-Aryan languages, tree adjoining grammars, computational linguistics
Carol Bigelow
Research Associate Professor and Interim Chair, Biostatistics & Epidemology, UMass Amherst
clinical epidemiology, complex surveys, randomized controlled trials
Raymond Bradley
Distinguished University Professor, Geosciences, UMass Amherst
Climate, atmosphere, meteorology, geoscience
Ben Brau
Associate Professor, Physics, UMass Amherst
High-energy Particle Physics, Large Hadron Collider, ATLAS
Mara Breen
Assistant Professor, Psychology & Education, Mount Holyoke College
Language processing; speech production; speech comprehension; reading; eye-tracking; event-related potentials
Casey Brown
Associate Professor, Civil and Environmental Engineering, UMass Amherst
Water, Systems Analysis, Climate Change, Decision Analysis, Risk
Yuriy Brun
Associate Professor, Information and Computer Sciences, UMass Amherst
software trace analysis, data-based software documentation inference,data-driven automatic software repair, software security, cloud systems
Julie Buehler
Vice Chancellor for Information Services and Strategy and Chief Information Officer, , UMass Amherst
Daniela Calzetti
Professor, Astronomy, UMass Amherst
UV, optical, and infrared astronomy; star formation and stellar feedback in galaxies; the relation between star formation and gas/dust components in galaxies; dust absorption and emission
Liangliang Cao
Research Associate Professor, College of Information and Computer Sciences, UMass Amherst
AI and its applications, computer vision, deep learning, natural language processing, search and recommendation
Eleni Christofa
Assistant Professor, Civil and Environmental Engineering, UMass Amherst
intelligent transportation systems, traffic signal control optimization, transit preferential treatments, sustainable traffic management, connected vehicles
Lori Clarke
Professor Emeritus, Information and Computer Sciences, UMass Amherst
verification and requirements engineering for human-intensive systems, techniques for detecting errors and safety and security vulnerabilities in complex processes in domains such as healthcare and digital government
George Cobb
Professor Emeritus, Mathematics and Statistics, Mount Holyoke College
Andrew Cohen
Associate Professor, Psychological and Brain Sciences, UMass Amherst
Erin Conlon
Associate Professor, Mathematics and Statistics, UMass Amherst
Bayesian statistical methods, analytics for big data, gene expression and DNA sequence analysis, comparative genomics
Rosie Cowell
Assistant Professor, Psychological and Brain Sciences, UMass Amherst
Bruce Croft
Distinguished University Professor, Information and Computer Sciences, UMass Amherst
information retrieval, search engines and digital libraries
R. Jordan Crouser
Assistant Professor, Computer Science, Smith College
visualization theory, human-computer interaction, educational technology, visual analytics systems, human computation
Jaime Dávila
Associate Professor of Computer Science, Computer Science, Hampshire College
genetic optimization of neural networks for human-like tasks, artificial multi-agent systems, access to STEM education for underrepresented students, privacy and data collection on the Internet
Bruce Desmarais
Assistant Professor, Political Science, UMass Amherst
social network analysis, international conflict
Yanlei Diao
Associate Professor, Information and Computer Sciences, UMass Amherst
information infrastructures and data management systems, big data systems, data stream systems, interactive data exploration, high-performance genomic data processing
Brian Dillon
Assistant Professor, Linguistics, UMass Amherst
psycholinguistics
Justin Domke
Assistant Professor, College of Information and Computer Sciences, UMass Amherst
machine learning, probabilistic graphic models, convex optimization, structured learning
Amber Douglas
Associate Professor, Psychology and Education, Mount Holyoke College
Marco Duarte
Assistant Professor, Electrical and Computer Engineering, UMass Amherst
signal processing, high-dimensional data, low-dimensional models, compression
Wei Fan
Assistant Professor, Chemical Engineering, UMass Amherst
Catalytic materials for conversion of biomass into fuels and chemicals, porous materials for separation
Madalina Fiterau Brostean
Assistant Professor, Information and Computer Sciences, UMass Amherst
machine learning, ensembles, multimodal data fusion, hybrid models, healthcare applications
Patrick Flaherty
Assistant Professor, Mathematics and Statistics, UMass Amherst
bioinformatics, machine learning, mixed membership models, cancer genomics, infectious diseases, variational inference
David Ford
Professor, Chemical Engineering, UMass Amherst
Atomistic and particle-based simulations of materials; model reduction; diffusion maps
Andrea Foulkes
Associate Professor, Public Health and Health Sciences, Mount Holyoke College
cluster analysis, recursive partitioning, mixed effects modeling and Markov modeling
Jane Fountain
Distinguished Professor, Political Science and Public Policy, UMass Amherst
institutional analysis, information technology and governance, public policymaking, inter-organizational collaboration
Stephen Frasier
Professor, Electrical and Computer Engineering, UMass Amherst
remote sensing, radar, radiometer systems, radar meteorology, oceanography
Deepak Ganesan
Associate Professor, Information and Computer Sciences, UMass Amherst
platforms and algorithms for mobile and wearable health sensing, learning and inference on multi-modal sensor data, micro-powered sensors
Ina Ganguli
Assistant Professor, Economics, UMass Amherst
labor economics, international development, economics of science and innovation
Lixin Gao
Professor, Electrical and Computer Engineering, Umass Amherst
networking, distributed systems, algorithms, computational biology
Song Gao
Associate Professor, Civil and Environmental Engineering, UMass Amherst
traveler dynamic decision-making, discrete choice modeling, transportation systems optimization, optimal routing algorithm in stochastic dynamic networks
Ahmed Ghoniem
Assistant Professor, Operations & Information Management, Isenberg School of Management, UMass Amherst
retail analytics, optimization, decision-making, aviation, transportation, logistics, supply chain management, networks, network restoration, infrastructure planning, DEA
Lila Gierasch
Professor, Biochemistry and Molecular Biology, UMass Amherst
Krista Gile
Assistant Professor, Mathematics and Statistics, UMass Amherst
statistical methodology for social and behavioral science research, inference from partially-observed social network structures
Phillipa Gill
Assistant Professor, Information and Computer Sciences, UMass Amherst
computer networking, network measurement, security
Dennis Goeckel
Professor, Electrical and Computer Engineering, UMass Amherst
secure data transmission; network theory
Seth K. Goldman
Honors Assistant Professor, Communication, UMass Amherst
the effects of mass media and political communication on stereotyping and prejudice, especially public opinion about race and sexual orientation
Weibo Gong
Professor, Electrical and Computer Engineering, UMass Amherst
complex graph representations, algorithmic mechanisms for concept abstraction and analogical reminding, fast Image retrieval
Eric Gonzales
Assistant Professor, Civil and Environmental Engineering, UMass Amherst
large-scale transportation systems, pricing and transportation economics, sustainability and environmental impacts of transportation, network modeling, traffic flow theory, public transportation systems
Chaitra Gopalappa
Assistant Professor, Mechanical and Industrial Engineering, UMass Amherst
Simulation modeling, epidemiology modeling, disease prevention and control, public health
Przemyslaw Grabowicz
Research Assistant Professor, College of Information and Computer Sciences, UMass Amherst
computational social science, social computing systems, machine learning, causality, network science
Georges Grinstein
Research Professor, Information and Computer Sciences, UMass Amherst
perceptual and cognitive foundations of visualization, visualization and presentation of complex information, very high-dimensional data visualization, visual analytics, applications of visualization
Justin Gross
Assistant Professor, Political Science, UMass Amherst
research design, applied and mathematical statistics, social network analysis, survey sampling, and latent structure analysis
Rob Gutermuth
Research Assistant Professor, Astronomy, UMass Amherst
physics of star formation; large scale astronomical imaging surveys; point source catalog construction, merging and mining; resolved emission map characterization and segmentation; hierarchical structure characterization;
Peter Haas
Professor, Information and Computer Sciences, UMass Amherst
Information management; mining, analytics, and exploration of massive data; probabilistic database systems; machine learning; modeling and computer simulation of complex stochastic systems.
Laura Haas
Dean, College of Information and Computer Sciences, UMass Amherst
information integration, database and knowledge-based systems, data science, data analytics and applications, information-centric user interaction, scientific applications
Mohammad Hajiesmaili
Research Assistant Professor, College of Information and Computer Sciences, UMass Amherst
rigorous system design using optimization, learning, and algorithmic tools, with applications to computer networks, energy, and cyber-physical systems
Marquis Hawkins
Lecturer, Biostatistics & Epidemology, UMass Amherst
physical activity, intervention studies, subclinical cardiovascular disease, maternal health
Traci Hess
Professor, Operations & Information Management, Isenberg School of Management, UMass Amherst
human-computer interaction, decision-making and decision support systems, electronic commerce and recommendation agents, trust and signaling
Martha Hoopes
Associate Professor, Biological Sciences, Mount Holyoke College
invasion dynamics, metacommunities, spatial host-parasitoid dynamics;
Nicholas J. Horton
Professor, Mathematics and Statistics, Amherst College
Statistics, Biostatistics, Psychiatric Epidemiology, Mathematical Sciences, Statistical Computing, Statistical Education, Missing Data Methods
Carrie Hosman
Visiting Lecturer, Mathematics and Statistics, Mount Holyoke College
David W. Hosmer
Professor Emeritus, Biostatistics & Epidemology, UMass Amherst
logistic regression, survival analysis, biostatistical and applied research
David Huber
Professor, Psychological and Brain Sciences, UMass Amherst
human perception and memory, neural networks, Bayesian modeling
David Irwin
Assistant Professor, Electrical and Computer Engineering, UMass Amherst
Experimental computer systems design with a focus on sustainability
Mohit Iyyer
Assistant Professor, College of Information and Computer Sciences, UMass Amherst
Deep neural networks for traditional natural language processing tasks
David Jensen
Professor, Information and Computer Sciences, UMass Amherst
causal modeling, fraud detection, social network analysis, computational social science, directed graphical models, statistical relational learning
Miyoung Jeong
Associate Professor, Hospitality & Tourism Management, UMass Amherst
Social media, revenue management, e-servicescape, self-service technology
Joseph Jerry
Professor, Veterinary & Animal Sciences, UMass Amherst
gene expression analysis, cancer genomics
Evangelos Kalogerakis
Assistant Professor, Information and Computer Sciences, UMass Amherst
visual content creation, 3D modeling, shape analysis and synthesis, surface reconstruction from 3D data, animation, machine learning for computer graphics, artistic rendering
Nikunj Kapadia
Professor, Finance, Isenberg School of Management, UMass Amherst
high frequency data, statistical learning, predictability
Markos Katsoulakis
Professor, Mathematics & Statistics, UMass Amherst
Uncertainty Quantification, stochastic and agent-based modeling and simulation, information theory
Albert Kim
Lecturer, Mathematics and Statistics, Amherst College
John Kingston
Professor, Linguistics, UMass Amherst
speech perception, phonetics, phonology, detection theory
James Kitts
Associate Professor, Sociology, UMass Amherst
computational social science, social networks, collective behavior, public health, social influence
Ken Kleinman
Associate Professor, Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute
vaccine and bioterrorism surveillance, observational epidemiology, and individual-, practice-, and community-randomized interventions
Michael Knodler
Associate Professor, Civil & Environmental Engineering, UMass Amherst
Traffic records, crash data, safety data warehouse, high crash location identification, data quality assessments
Akshay Krishnamurthy
Assistant Professor, College of Information and Computer Sciences, UMass Amherst
machine learning, interactive learning, reinforcement learning, learning theory
Sandip Kundu
Professor, Electrical and Computer Engineering, UMass Amherst
Architecture for big data processing, Hardware security
Andrew Lan
Assistant Professor, College of Information and Computer Sciences, UMass Amherst
personalized education, convex optimization, probabilistic models, machine learning, signal processing
Michael Lavine
Professor, Mathematics and Statistics, UMass Amherst
Bayesian robustness, Bayesian non-parametrics, spatial studies, ecology and environment, neurobiology
Erik Learned-Miller
Professor, Information and Computer Sciences, UMass Amherst
computer vision, machine learning, probabilistic and statistical methods in vision and image processing, non-parametric statistics, information theoretic methods, unsupervisedlearning
Donna LeCourt
Associate Professor, English, UMass Amherst
cyberpublic within Web 2.0, the changing nature of the private and public, the role of the information economy on communicative capital, and civic discourse and engagement.
Bernhard Leidner
Assistant Professor, Psychological and Brain Sciences, UMass Amherst
social identification, intergroup relations, cross-road of the social psychological areas of norms and morality, intergroup threat, and social justice
Brian Levine
Professor, Information and Computer Sciences, UMass Amherst
networking and security, including digital forensics, mobile networking, privacy, and digital forensics
Anna Liu
Associate Professor, Mathematics and Statistics, UMass Amherst
non-parametric statistics, semiparametric models, probabilistic data stream processing, microarray data analysis, geosciences and remote sensing
Jack Loveless
Assistant Professor, Geosciences, Smith College
time series analysis, GPS data, earthquake-related deformation, parallel computing
Lu Lu
Visiting Assistant Professor, , Smith College
nonparametric curve estimation
Li-Jun Ma
Assistant Professor, Biochemistry, UMass Amherst
Genomics, network
Sridhar Mahadevan
Professor, Information and Computer Sciences, UMass Amherst
machine learning, reinforcement learning, representation discovery, variational inequalities, optimization
Subhransu Maji
Assistant Professor, Information and Computer Sciences, UMass Amherst
computer vision, recognition, grouping, segmentation, human computation and statistical learning
Timothy Malacarne
Visiting Assistant Professor of Data Science, , Mount Holyoke College
Benjamin Marlin
Associate Professor, Information and Computer Sciences, UMass Amherst
machine learning, graphical models, approximate inference and learning
Jenna Marquard
Associate Professor, Mechanical and Industrial Engineering, UMass Amherst
health information technology, human factors
Craig Martin
Professor, Chemistry, UMass Amherst
RNA-seq; transcription; DNA origami; synthetic biology
Sara Mathieson
Assistant Professor, Computer Science, Smith College
computational biology, population genetics, algorithms for next-generation sequencing data, machine learning
Arya Mazumdar
Assistant Professor, Information and Computer Sciences, UMass Amherst
machine learning, information theory, coding theory
Andrew McCallum
Distinguished Professor, Information and Computer Sciences, UMass Amherst
machine learning, information extraction, information integration, natural language processing, distributed representations, social network analysis, scalable parallel-distributed machine learning, scientometrics, open peer review
Andrew McGregor
Associate Professor, Information and Computer Sciences, UMass Amherst
theoretical computer science
Amelia McNamara
Visiting Assistant Professor, Statistical & Data Sciences, Smith College
statistics education, statistical computing, data visualization, spatial statistics
Alexandra Meliou
Assistant Professor, Information and Computer Sciences, UMass Amherst
data and information management, provenance, causality, and reverse data management, intersection of database systems and business intelligence applications, optimization problems over large data
Eitan Mendelowitz
Visiting Assistant Professor of Data Science, , Mount Holyoke College
data driven interactive media-art, embodied interaction, authoring systems
Ethan Meyers
Assistant Professor, Cognitive Science, Hampshire College
analysis of neural data, machine learning, statistics
Gerome Miklau
Professor, Information and Computer Sciences, UMass Amherst
Data mining, modeling, and analysis in the presence of privacy constraints; data protection through access control and auditing; market-based approaches to data sharing and resource allocation in the cloud; data provenance
Christopher Misra
Chief Technology Officer, , UMass Amherst
campus technology coordination, networking, network security, data centers, information security program, identity management, and enterprise architecture
David Moorman
Assistant Professor, Psychological and Brain Sciences, UMass Amherst
Jeffrey Moro
Post-Baccalaureate Resident, Five College Digital Humanities, Five College Digital Humanities
digital humanities
Eliot Moss
Professor, Information and Computer Sciences, UMass Amherst
machine learning, programming language implementation and computer architecture, particularly memory management; analyze and extract information from program traces; application of chaos theory
Ana Muriel
Associate Professor, Mechanical and Industrial Engineering, UMass Amherst
logistics, production planning, inventory control, supply chain management, forecasting
Anna Naguney
Professor, Operations and Information Management, Isenberg School of Management, UMass Amherst
large-scale networks, transportation & logistics, supply chains, Future Internet Architecture, cybersecurity, energy and environment, economic and financial networks, projected dynamical systems, game theory
Brendan O'Connor
Assistant Professor, Information and Computer Sciences, UMass Amherst
natural language processing, computational social science
Brian W. Ogilvie
Professor, History, UMass Amherst
Digital humanties, Renaissance and early modern Europe, history of science, history of religion
Leon Osterweil
Professor Emeritus, Information and Computer Sciences, UMass Amherst
Process modeling and process programs, analysis of concurrency, software architectures, ecommerce and egovernment, medical processes and medical safety
Miles Ott
Assistant Professor, Statistical & Data Sciences, Smith College
public health, statistical analysis of social network data
Marc C. Pachucki
Assistant Professor, Sociology, UMass Amherst
social determinants of health, culture, and social network dynamics
Anthony Paik
Associate Professor, Sociology, UMass Amherst
social networks, organizations, economic sociology, social demography, sexuality
Yannis Pantazis
Postdocal Research Associate, Mathematics & Statistics, UMass Amherst
Applied probability, stochastic processes, uncertainty quantification
Mario Parente
Assistant Professor, Electrical and Computer Engineering, UMass Amherst
Hyperspectral imaging, remote sensing and geoscience high-dimensional data, graph algorithms, machine learning, manifold learning
Mi-Hyun Park
Assistant Professor, Civil and Environmental Engineering, UMass Amherst
remote sensing, machine learning, surface water quality, data-driven modeling
Joe Pater
Professor, Linguistics, UMass Amherst
use of weighted constraints for the modeling of phonology and its learning
Penelope S. Pekow
Research Assistant Professor, Biostatistics & Epidemology, UMass Amherst
anaylsis of observational data
Rick Peltier
Assistant Professor, Public Health and Health Science, UMass Amherst
Biopotential ECG time series, air pollution datasets (spatial and temporal), receptor modelling
MJ Peterson
Professor, Political Science, UMass Amherst
international-level governance of the internet; ethical implications of big data
Rick Pilsner
Assistant Professor, Public Health ad Health Sciences, UMass Amherst
Epigenomics, bioinformatics, environmental epidemiology, sperm
Hossein Pishro-Nik
Associate Professor, Electrical and Computer Engineering, UMass Amhesrt
Information Theory, Signal Processing, Networking, Probability and Statistics
Bogdan Prokopovych
Lecturer, Management, UMass Amherst
Text analysis; machine learning; expert networks
Elaine Puleo
Research Associate Professor and Interim Chair, Biostatistics & Epidemology, UMass Amherst
cluster randomized design, CBPR statistical analysis, behavioral medicine randomized controlled trials
Jing Qian
Assistant Professor, Biostatistics and Epidemiology, UMass Amherst
semiparametric statistical inference, survival analysis, quantile regression, analysis of neurologic diseases, high-dimensional biomarkers analysis
Evan Ray
Assistant Professor, Statistics, Mount Holyoke College
Nicholas G. Reich
Assistant Professor, Biostatistics and Epidemiology, UMass Amherst
Public health, time-series modeling, infectious disease surveillance, disease forecasting.
Shannon Roberts
Assistant Professor, Mechanical & Industrial Engineering, UMass Amherst
Tom Roeper
Professor, Linguistics, UMass Amherst
linguistics
Christian Roja
Associate Professor, Resource Economics, UMass Amherst
industrial organization, applied microeconomics, experimental economics
Meredith Rolfe
Assistant Professor, Political Science, UMass Amherst
individual & organisational decision-making, social networks & social structure, political economy, corporate reputation, media & public opinion, and research methodology
Caren Rotello
Professor, Department Chair, Psychological and Brain Sciences, UMass Amherst
computational and signal detection models of recognition memory and reasoning
Vincent Rotello
Professor, Chemistry, UMass Amherst
biomedical and materials applications of nanosystems
Barna Saha
Assistant Professor, Information and Computer Sciences, UMass Amherst
algorithm design and analysis, large scale data analytics, randomization in computation
Brian Schaffner
Professor, Political Science, UMass Amherst
public opinion, voting behavior, campaigns, elections, representation
Steve Schmeiser
Assistant Professor, Economics, Mount Holyoke College
game theory, internet economics, internet advertising, strategic voting, consumer behavior, regulation
David Sela
Assistant Professor, Food Science; Microbiology, UMass Amherst
next-generation sequencing, host-microbiome interactions, microbial ecology, comparative genomics, RNA-seq
Marco Serafini
Assistant Professor, College of Information and Computer Sciences, UMass Amherst
big data systems, data management systems, graph analytics systems, graph databases
Anurag Sharma
Associate Professor, Management, UMass Amherst
Large groups in decision contexts, financial Markets, Investor behavior, business stragery
Daniel Sheldon
Assistant Professor, Information and Computer Sciences, UMass Amherst
machine learning and applied algorithms motivated by large-scale environmental data, dynamic ecological processes, and real-world network phenomena
Prashant Shenoy
Professor, Information and Computer Sciences, UMass Amherst
operating systems and distributed systems, big data platforms with low-latency analytics, applications to energy efficiency and sustainability.
Dylan Shepardson
Assistant Professor, Mathematics and Statistics, Mount Holyoke College
Operations research, infectious disease modeling, agent-based models, optimization, linear programming, graph algorithms, voting theory, computational neurobiology
Hava Siegelmann
Professor, Information and Computer Sciences, UMass Amherst
clustering algorithms, brain-inspired memory modeling and applications, neuroinformatics, finding principles of brain from big data
Paul Siqueira
Professor, Electrical and Computer Engineering, UMass Amherst
remote sensing, microwave engineering, satellite imaging
Ramesh Sitaraman
Professor, Information and Computer Sciences, UMass Amherst
Internet-scale distributed systems, including algorithms, architectures, performance, energy efficiency, and economics
J. MacGregor Smith
Professor, Mechanical & Industrial Engineering, UMass Amherst
linear and nonlinear optimization, quadratic assignment, and finite capacityqueueing networks
Laurel Smith-Doerr
Professor, Director of the Institute for Social Science Research, Sociology, UMass Amherst
social network theory, network organizations, science and technology studies, mixed methods in social science research
Senay Solak
Associate Professor, Operations & Information Management, Isenberg School of Management, UMass Amherst
transportation, aviation, air traffic, supply chains, technology, R&D, cybersecurity, energy, nonprofit operations, healthcare, optimization, decision making under uncertainty, stochastic dynamic decision making
Lee Spector
Professor, Cognitive Science, Hampshire College
artificial intelligence, artificial life, evolutionary computation, genetic programming, cognitive science, computing and the arts
Edward J. Stanek III
Professor, Biostatistics & Epidemology, UMass Amherst
inference, mixed models, sampling, longitudinal data analysis, cluster randomized trials
John Staudenmayer
Professor, Mathematics and Statistics, UMass Amherst
measurement error, smoothing, mixed models, kinesiology, accelerometers
Matthias Steinrücken
Assistant Professor, Biostatistics and Epidemiology, Public Health and Health Sciences, UMass Amherst
Population Genomics, Computational Biology, Statistical Genetics
Adams Steven
Assistant Professor, Operations and Information Management, Isenberg School of Management, UMass Amherst
quality records, recall data, safety data warehouse, data quality assessments, import/export data, customer feedback, consumer complaints
Florence Sullivan
Associate Professor, Education, UMass Amherst
Microgenetic Learning Analytics
Alexander Surorov
Assistant Professor, Environmental Health Sciences, UMass Amherst
Developmental Toxicology, Epigenetics, Chromatin Structure, Endocrine Disruptors, Animal Models
Tanya Tang
Assistant Professor, Marketing, UMass Amherst
social media marketing, mobile technology, innovation, new product development
Philip Thomas
Assistant Professor, Information and Computer Sciences, UMass Amherst
Reinforcement learning, decision making, and AI safety.
Donald Tomaskovic-Devey
Professor, Sociology, UMass Amherst
Organizations and Inequality, Economic Sociology, Sex, Race and Class Processes, Methodology
Eleanor Townsley
Professor, Sociology, Mount Holyoke College
media, statistics, culture, intellectuals
Donald Towsley
Distinguished University Professor, Information and Computer Sciences , UMass Amherst
networks, performance analysis
Mark Tuominen
Professor, Physics, UMass Amherst
nanoinformatics, nanotechnology, nanomanufacturing, materials, condensed matter physics
Samuel Tuttle
Visiting Assistant Professor, Data Science, Mount Holyoke College
hydrology, remote sensing, land-atmosphere interactions, climate science
Crystal Valentine
Assistant Professor, Computer Science, Amherst College
big data, hadoop, spark, distributed systems, parallel algorithms, computational biology
Arun Venkataramani
Professor, Information and Computer Sciences, UMass Amherst
networked systems, content distribution, datacenter systems, network measurement
Amy Wagaman
Associate Professor, Mathematics and Statistics, Amherst College
Rui Wang
Associate Professor, Information and Computer Sciences, UMass Amherst
computer graphics, photorealistic rendering, data-driven image synthesis, 3D modeling, GPU computing
Bruce Weinberg
Professor, Marketing, Isenberg School of Management, University of Massachusetts Amherst
Internet of Things, Social Media, Consumer Behavior, Impact of Technology on Consumer Behavior and Managerial Decision Making
Stephane Willocq
Professor, Physics, UMass Amherst
high-energy physics, particle physics
Grant Wilson
Professor, Astronomy, UMass Amherst
astronomy instrumentation, cameras, telescopes, imaging, data mining, data analysis
Leah Wing
Senior Lecturer, Legal Studies Prog., Political Science; Nat. Center for Technology and Dispute Resolution, UMass Amherst
technology and dispute resolution, spatial justice and technology; automated decision making; collaborative technologies
Beverly Woolf
Research Professor, Information and Computer Sciences, UMass Amherst
intelligent tutoring systems, multimedia systems
Qiangfei Xia
Assistant Professor, Electrical and Computer Engineering, UMass Amherst
memristor, brain-inspired computing, non-volatile memory, hybrid circuits
Kevin Young
Associate Professor, Political Science, UMass Amherst
Kristine Yu
Assistant Professor, Linguistics, UMass Amherst
speech, natural language processing, prosody, tone, intonation, machine learning, parsing
Hong Yu
Professor, Quantitative Health Sciences, UMass Medical
information retrieval, extraction, natural language processing, summarization, human-computer interaction, with a focus on biomedical applications
Qian Yu
Associate Professor, Geosciences, UMass Amherst
Min Yun
Professor, Astronomy, UMass Amherst
astronomy, galaxy evolution, radio instrumentation
Rodrigo Zamith
Assistant Professor, Journalism, UMass Amherst
the changing nature of news and newswork amid the adoption of new technologies, technologists in newsrooms, emphasis on data, electronic interfaces and algorithms to facilitate and improve scholarly work
Shlomo Zilberstein
Professor, Information and Computer Sciences, UMass Amherst
artificial intelligence, decision theory, resource-bounded reasoning, anytime algorithms, combinatorial optimization
