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» Using Data Mining to Estimate Missing Sensor Data
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INFOCOM
2009
IEEE
15 years 4 months ago
Using Failure Models for Controlling Data Availability in Wireless Sensor Networks
— This paper presents Pirrus, a replica management system that addresses the problem of providing data availability on a wireless sensor network. Pirrus uses probabilistic failur...
Riccardo Crepaldi, Mirko Montanari, Indranil Gupta...
KDD
2001
ACM
359views Data Mining» more  KDD 2001»
15 years 10 months ago
Data mining techniques to improve forecast accuracy in airline business
Predictive models developed by applying Data Mining techniques are used to improve forecasting accuracy in the airline business. In order to maximize the revenue on a flight, the ...
Christoph Hueglin, Francesco Vannotti
KDD
2001
ACM
163views Data Mining» more  KDD 2001»
15 years 10 months ago
The "DGX" distribution for mining massive, skewed data
Skewed distributions appear very often in practice. Unfortunately, the traditional Zipf distribution often fails to model them well. In this paper, we propose a new probability di...
Zhiqiang Bi, Christos Faloutsos, Flip Korn
GI
2009
Springer
15 years 1 months ago
Parallelised Gaussian Mixture Filtering for Vehicular Traffic Flow Estimation
: Large traffic network systems require handling huge amounts of data, often distributed over a large geographical region in space and time. Centralised processing is not then the ...
Lyudmila Mihaylova, Amadou Gning, Viktor Doychinov...
IROS
2006
IEEE
136views Robotics» more  IROS 2006»
15 years 3 months ago
Robust Attitude Estimation with Catadioptric Vision
— Attitude (roll and pitch) is an essential data for the navigation of a UAV. Rather than using inertial sensors, we propose a catadioptric vision system allowing a fast, robust ...
Cédric Demonceaux, Pascal Vasseur, Claude P...