University of Massachusetts Amherst

Search Google Appliance

Links

Five College faculty doing work related to data science

A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | ALL

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

Scott Auerbach

Professor, Chemistry, UMass Amherst

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.

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

Assistant Professor, Information and Computer Sciences, UMass Amherst
software trace analysis, data-based software documentation inference,data-driven automatic software repair, software security, cloud systems

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

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

Carlo Dallapiccola

Professor, Physics, UMass Amherst

Kriby Deater-Deckard

Professor, Psychological and Brain Sciences, UMass Amherst

Robert M. DeConto

Professor, Geosciences, UMass Amherst

Bruce Desmarais

Assistant Professor, Political Science, UMass Amherst
social network analysis, international conflict

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

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

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

Lixin Gao

Professor, Electrical and Computer Engineering, Umass Amherst
networking, distributed systems, algorithms, computational biology

Randi Garcia

Assistant Professor, Psychology, Smith College

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

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

Georges Grinstein

Research Professor A, 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;

Simon Halliday

Assistant Professor, Economics, Smith College

Katherine Halvorsen

Professor, Statistics, Smith College

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

David W. Hosmer

Professor Emeritus, Biostatistics & Epidemology, UMass Amherst
logistic regression, survival analysis, biostatistical and applied research

Nicholas Howe

Professor, Computer Science, Smith College

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

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

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

Michael Lavine

Professor, Mathematics and Statistics, UMass Amherst
Bayesian robustness, Bayesian non-parametrics, spatial studies, ecology and environment, neurobiology

Erik Learned-Miller

Associate 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

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

R. Manmatha

Research Associate Professor, Information and Computer Sciences, UMass Amherst
Multimedia indexing and retrieval, image and video retrieval, document image analysis, digital libraries, computer vision, information retrieval.

Benjamin Marlin

Assistant 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

Andrew McCallum

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

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

Ethan Meyers

Assistant Professor, Cognitive Science, Hampshire College
analysis of neural data, machine learning, statistics

Gerome Miklau

Associate 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

Stella Offner

Assistant Professor, Astronomy, UMass Amherst

Brian W. Ogilvie

Professor, History, UMass Amherst
Digital humanties, Renaissance and early modern Europe, history of science, history of religion

Jon Berndt Olsen

Associate Professor, History, UMass Amherst

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

Eric Poehler

Assistant Professor, Classics, UMass Amherst

Heather Pon-Barry

Assistant Professor, Computer Science, Mount Holyoke College

Alexandra Pope

Assistant Professor, Astronomy, UMass Amherst

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

Nicholas G. Reich

Assistant Professor, Biostatistics and Epidemiology, UMass Amherst
Public health, time-series modeling, infectious disease surveillance, disease forecasting.

Peter Reinhart

Director, Applied Life Sciences, UMass Amherst

Luke Remage-Healey

Assistant Professor, Psychological and Brain Sciences, UMass Amherst

Robin Riessman

Associate Director, UMassSafe, UMass Amherst

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

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

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

Associate 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

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

Crystal Valentine

Assistant Professor, Computer Science, Amherst College
big data, hadoop, spark, distributed systems, parallel algorithms, computational biology

Arun Venkataramani

Associate 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

Qian Yu

Associate Professor, Geosciences, UMass Amherst

Hong Yu

Professor, Quantitative Health Sciences, UMass Medical
information retrieval, extraction, natural language processing, summarization, human-computer interaction, with a focus on biomedical applications

Kristine Yu

Assistant Professor, Linguistics, UMass Amherst
speech, natural language processing, prosody, tone, intonation, machine learning, parsing

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