University of Massachusetts Amherst

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Five College faculty doing work related to data science

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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

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;