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Federal
A knowledge-based system approach for sensor fault modeling, detection and mitigation recent views
National Aeronautics and Space Administration —
Sensors are vital components for control and advanced health management techniques. However, sensors continue to be considered the weak link in many engineering... -
Federal
Amazon data science challenge recent views
National Aeronautics and Space Administration —
Amazon data science challenge. -
Federal
A Survey of Artificial Intelligence for Prognostics recent views
National Aeronautics and Space Administration —
Integrated Systems Health Management includes as key elements fault detection, fault diagnostics, and failure prognostics. Whereas fault detection and diagnostics... -
Federal
Images recent views
National Aeronautics and Space Administration —
Images for the website main pages and all configurations. The upload and access points for the other images are: Website Template RSW images BSCW Images HIRENASD Images -
Federal
Distributed Data Mining in Peer-to-Peer Networks recent views
National Aeronautics and Space Administration —
Peer-to-peer (P2P) networks are gaining popularity in many applications such as file sharing, e-commerce, and social networking, many of which deal with rich,... -
Federal
Greener Aviation with Virtual Sensors: A Case Study recent views
National Aeronautics and Space Administration —
The environmental impact of aviation is enormous given the fact that in the US alone there are nearly 6 million flights per year of commercial aircraft. This... -
Federal
Anomaly Detection for Complex Systems recent views
National Aeronautics and Space Administration —
In performance maintenance in large, complex systems, sensor information from sub-components tends to be readily available, and can be used to make predictions about... -
Federal
RSW-CFL3D-Schuster-Fine Grid recent views
National Aeronautics and Space Administration —
not available -
Federal
Third International Diagnostic Competition - DXC'11 Slides recent views
National Aeronautics and Space Administration —
Slides presented at DXC'11 session of 22nd International Workshop on Principles of Diagnosis -
Federal
Fault Tolerance, Diagnostics, and Prognostics in Aircraft Flight recent views
National Aeronautics and Space Administration —
Abstract In modern fighter aircraft with statically unstable airframe designs, the flight control system is considered flight critical, i.e. the aircraft will... -
Federal
A Bayesian Framework for Remaining Useful Life Estimation recent views
National Aeronautics and Space Administration —
The estimation of remaining useful life (RUL) of a faulty component is at the center of system prognostics and health management. It gives operators a potent tool in... -
Federal
SAR Image Enhancement using Particle Filters recent views
National Aeronautics and Space Administration —
In this paper, we propose a novel approach to reduce the noise in Synthetic Aperture Radar (SAR) images using particle filters. Interpretation of SAR images is a... -
Federal
Anomaly Detection from ASRS Databases of Textual Reports recent views
National Aeronautics and Space Administration —
Our primary goal is to automatically analyze textual reports from the Aviation Safety Reporting System (ASRS) database to detect/discover the anomaly categories... -
Federal
Data Mining in Systems Health Management recent views
National Aeronautics and Space Administration —
This chapter presents theoretical and practical aspects associated to the implementation of a combined model-based/data-driven approach for failure prognostics based... -
Federal
RSPF-based Prognosis Framework for Estimation of Remaining Useful Life in Energy Storage Devices recent views
National Aeronautics and Space Administration —
This paper presents a case study where a RSPF-based prognosis framework is applied to estimate the remaining useful life of an energy storage device (Li-Ion battery).... -
Federal
Machine Learning for Earth Observation Flight Planning Optimization recent views
National Aeronautics and Space Administration —
This paper is a progress report of an effort whose goal is to demonstrate the effectiveness of automated data mining and planning for the daily management of Earth... -
Federal
A Local Asynchronous Distributed Privacy Preserving Feature Selection Algorithm for Large Peer-to-Peer Networks recent views
National Aeronautics and Space Administration —
In this paper we develop a local distributed privacy preserving algorithm for feature selection in a large peer-to-peer environment. Feature selection is often used... -
Federal
Multiple Kernel Learning based Heterogeneous Algorithm recent views
National Aeronautics and Space Administration —
Paper on this topic has been submitted to KDD 2010.