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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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

Katherine Kinnaird

Clare Boothe Luce Assistant Professor of Computer Science and of Statistical and Data Sciences, Department of Computer Science, Smith College
music information retrieval

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