The University of Massachusetts Amherst
University of Massachusetts Amherst

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Five College faculty doing work related to data science

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Barna Saha

Assistant Professor, Information and Computer Sciences, UMass Amherst
algorithm design and analysis, large scale data analytics, randomization in computation

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

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