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» Management of data with uncertainties
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ICDE
2009
IEEE
157views Database» more  ICDE 2009»
14 years 10 months ago
A Rule-Based Classification Algorithm for Uncertain Data
Abstract-- Data uncertainty is common in real-world applications due to various causes, including imprecise measurement, network latency, outdated sources and sampling errors. Thes...
Biao Qin, Yuni Xia, Sunil Prabhakar, Yi-Cheng Tu
CIDM
2007
IEEE
14 years 3 months ago
Data Mining of MISR Aerosol Product using Spatial Statistics
— In climate models, aerosol forcing is the major source of uncertainty in climate forcing, over the industrial period. To reduce this uncertainty, instruments on satellites have...
Tao Shi, Noel Cressie
ICDE
2003
IEEE
143views Database» more  ICDE 2003»
14 years 10 months ago
Querying Imprecise Data in Moving Object Environments
In moving object environments, it is infeasible for the database tracking the movement of objects to store the exact locations of objects at all times. Typically, the location of a...
Reynold Cheng, Sunil Prabhakar, Dmitri V. Kalashni...
SIGMETRICS
2012
ACM
248views Hardware» more  SIGMETRICS 2012»
11 years 11 months ago
Pricing cloud bandwidth reservations under demand uncertainty
In a public cloud, bandwidth is traditionally priced in a pay-asyou-go model. Reflecting the recent trend of augmenting cloud computing with bandwidth guarantees, we consider a n...
Di Niu, Chen Feng, Baochun Li
SIGECOM
2009
ACM
100views ECommerce» more  SIGECOM 2009»
14 years 3 months ago
The price of uncertainty
We study the degree to which small fluctuations in costs in wellstudied potential games can impact the result of natural best-response and improved-response dynamics. We call thi...
Maria-Florina Balcan, Avrim Blum, Yishay Mansour