KDD 2011 Workshop
Data Mining Applications in Sustainability
San Diego, CA
Aug 21, 2011


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CFP & Dates
Program
Workshop Program

8:00-8:10
Introduction by organizers

8:10-9:00
Invited Talk
Chandrakant Patel (HP Labs)

9:00-9:20
Treatment Effect of Repairs to an Electrical Grid: Leveraging a Machine Learned Model of Structure Vulnerability
Rebecca J. Passonneau (Columbia University)
Cynthia Rudin (MIT)
Axinia Radeva (Columbia University)
Ashish Tomar (Columbia University)
Boyi Xie (Columbia University)

9:20-9:40
Unsupervised Disaggregation of Appliances using Aggregated Consumption Data
Hugo Goncalves (CMU)
Adrian Ocneanu (CMU)
Mario Berges (CMU)

9:40-10:00
Poster session

10:00-10:30
Coffee break

10:30-11:15
Invited Talk
Lucio Soibelman (CMU)

11:15-11:35
REDD: A Public Data Set for Energy Disaggregation Research
J. Zico Kolter (MIT)
Matthew J. Johnson (MIT)

11:35-12:00
Distributed Data Mining for Sustainable Smart Grids
Rajarshi Mallik (UMBC)
Nikhil Sarda (UMBC)
Hillol Kargupta (UMBC)
Sanghamitra Bandyopadhyay (Indian Statistical Institute, Kolkata)

12:00-12:30
Invited Talk
Yuvraj Agarwal (UCSD)