Cynthia Rudin

Past Awards

2016 Caterpillar and INFORMS Analytics Society Innovative Applications of Analytics Award: Winner(s)
Winning material: An Analytics Approach to the Clock Drawing Test for Cognitive Impairment
2013 Caterpillar and INFORMS Analytics Society Innovative Applications of Analytics Award: Winner(s)
Winning material: Machine Learning for Power Grid Reliability: Predicting Manhole Events in New York City
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2013 - Winner(s)

Cynthia Rudin, Massachusetts Institute of Technology;
Seyda Ertekin, Massachusetts Institute of Technology;
Rebecca Passonneau, Axinia Radeva, Ashish Tomar, Boyi Xie, Columbia University;
Stanley Lewis, Mark Riddle, Debbie Pangsrivinij, John Shipman, Steve Ierome and Delfina Isaac, Con Edison Company of New York

Citation:

We summarize the first major effort to use analytics for preemptive maintenance and repair of an electrical distribution network. This is a large-scale multi-year effort between scientists and students at Columbia and MIT and engineers from Con Edison, which operates the world's oldest and largest underground electrical system. Con Edison's preemptive maintenance programs are less than a decade old, and are made more effective with the use of analytics developing alongside the maintenance programs themselves. Some of the data used for our projects are historical records dating as far back as the 1880's, and some of the data are free text documents typed by dispatchers. The operational goals of this work are to assist with Con Edison's preemptive inspection and repair program, and its vented cover replacement program. This has acontinuing impact on public safety, operating costs, and reliability of electrical service in New York City.

INFORMS Prize

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On-Demand Wagner Prize Presentations

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2015 Presentations

2014 Presentations

2013 Presentations

2012 Presentations

2011 Presentations

2010 Presentations

2009 Presentations