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» Data Management: Past, Present, and Future
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AAAI
2006
15 years 27 days ago
CPM: Context-Aware Power Management in WLANs
In this paper, we present a novel approach for tuning power modes of wireless network interfaces. We use K-means and simple correlation techniques to analyze user's interacti...
Fahd Albinali, Chris Gniady
WSC
2004
15 years 26 days ago
Tutorial on Portfolio Credit Risk Management
The distribution of possible future losses for a portfolio of credit risky corporate assets, such as bonds or loans, shows strongly asymmetric behavior and a fat tail as the conse...
William J. Morokoff
CIKM
2009
Springer
15 years 2 months ago
Mining data streams with periodically changing distributions
Dynamic data streams are those whose underlying distribution changes over time. They occur in a number of application domains, and mining them is important for these applications....
Yingying Tao, M. Tamer Özsu
KDD
2008
ACM
159views Data Mining» more  KDD 2008»
15 years 12 months ago
Semi-supervised learning with data calibration for long-term time series forecasting
Many time series prediction methods have focused on single step or short term prediction problems due to the inherent difficulty in controlling the propagation of errors from one ...
Haibin Cheng, Pang-Ning Tan
WMCSA
2009
IEEE
15 years 6 months ago
Enabling new mobile applications with location proofs
Location is rapidly becoming the next “killer application” as location-enabled mobile handheld devices proliferate. One class of applications that has yet-to-emerge are those ...
Stefan Saroiu, Alec Wolman