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» Model Free Interpretation of Monitoring Data
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ICAC
2006
IEEE
13 years 11 months ago
Discovering Likely Invariants of Distributed Transaction Systems for Autonomic System Management
Large amount of monitoring data can be collected from distributed systems as the observables to analyze system behaviors. However, without reasonable models to characterize systems...
Guofei Jiang, Haifeng Chen, Kenji Yoshihira
MR
2007
173views Robotics» more  MR 2007»
13 years 4 months ago
A maintenance planning and business case development model for the application of prognostics and health management (PHM) to ele
- This paper presents a model that enables the optimal interpretation of Prognostics and Health Management (PHM) results for electronic systems. In this context, optimal interpreta...
Peter A. Sandborn, Chris Wilkinson
MBEC
2011
198views more  MBEC 2011»
13 years 7 days ago
Clinically oriented real-time monitoring of the individual's risk for deep tissue injury
Spinal cord injury patients are under daily risk for developing deep tissue injury which is a severe pressure ulcer that initiates in soft tissues at the bones’ proximity. We aim...
Sigal Portnoy, Nicolas Vuillerme, Yohan Payan, Ami...
ANOR
2010
135views more  ANOR 2010»
13 years 5 months ago
A framework of irregularity enlightenment for data pre-processing in data mining
Abstract Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bi...
Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang
FLAIRS
2007
13 years 7 months ago
Managing Dynamic Contexts Using Failure-Driven Stochastic Models
We describe an architecture for representing and managing context shifts that supports dynamic data interpretation. This architecture utilizes two layers of learning and three lay...
Nikita A. Sakhanenko, George F. Luger, Carl R. Ste...