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Cynthia Rudin

Duke University - Pratt School of Engineering

Associate Professor of Computer Science and Electrical and Computer Engineering

Durham, NC 27708

United States

Duke University

Associate Professor of Computer Science and Electrical and Computer Engineering

Department of Computer Science

LSRC Building

Durham, NC 27708-0204

United States

  • Duke University - Pratt School of Engineering

  • Duke University

SCHOLARLY PAPERS

3

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1,285

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Scholarly Papers (3)

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1.

A Hierarchical Model for Association Rule Mining of Sequential Events: An Approach to Automated Medical Symptom Prediction

MIT Sloan Research Paper
Number of pages: 19 Posted: 08 Jan 2011 Last Revised: 30 Jan 2011
Tyler McCormick, Cynthia Rudin and David Madigan
Columbia University - Department of Statistics, Duke University - Pratt School of Engineering and Columbia University - Department of Statistics
Downloads 258 (81,484)

Abstract:

Hierarchical Bayesian Modeling, Association Rules, Medical Symptom Prediction

2.

The Big Data Newsvendor: Practical Insights from Machine Learning

Number of pages: 52 Posted: 03 Feb 2015 Last Revised: 06 Sep 2016
Gah‐Yi Ban and Cynthia Rudin
London Business School and Duke University - Pratt School of Engineering
Downloads 225 (21,182)

Abstract:

big data, newsvendor, machine learning, Sample Average Approximation, statistical learning theory, quantile regression

3.

A Learning Theory Framework for Association Rules and Sequential Events

Number of pages: 47 Posted: 21 Jun 2011
Cynthia Rudin, Benjamin Letham, Eugene Kogan and David Madigan
Duke University - Pratt School of Engineering, Massachusetts Institute of Technology (MIT), Sourcetone and Columbia University - Department of Statistics
Downloads 93 (190,468)

Abstract:

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