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Abstract Details
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Activity Number:
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337
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Type:
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Contributed
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Date/Time:
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Tuesday, July 31, 2012 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Statistical Computing
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| Abstract - #306115 |
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Title:
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Exploratory Analysis of Large-Scale Spatial-Temporal Data
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Author(s):
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Dongyu Lin*+ and Ganesh K. Subramaniam and Colin R. Goodall and Simon Urbanek
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Companies:
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AT&T Labs and AT&T Labs and AT&T Labs and AT&T Labs - Research
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Address:
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180 Park Ave Bldg 103, Florham Park, NJ, 07932, United States
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Keywords:
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spatial-temporal data ;
exploratory data analysis ;
visualization
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Abstract:
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AT&T's Mobility data related to voice and data usage has a spatial (cell sites in different geographies) as well as a temporal component (usage collected at regular intervals). We focus on developing tools for exploratory data analysis techniques that look at both spatial and temporal aspects independently and the attributes of the joint spatial-temporal behavior. We will demonstrate visualization techniques in particular to identify anomalies and other additional insights that are not apparent.
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Authors who are presenting talks have a * after their name.
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