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A Publication, Bryan Matthews's Collection - 14 years, 1 month ago
Shared By: Bryan Matthews
Prior to the launch of STS-119 NASA had completed a study of an issue in the flow control valve (FCV) in the Main Propulsion System ...
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Ares I-X Ground Diagnostic Prototype
A Publication, Ares I-X Ground Diagnostic Prototype - 14 years, 1 month ago
Shared By: MARK SCHWABACHER
The automation of pre-launch diagnostics for launch vehicles offers three potential benefits: improving safety, reducing cost, and reducing launch delays. The Ares I-X Ground Diagnostic ...
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Detecting Anomalies in Multivariate Data Sets with Switching Sequences and Continuous Streams
A Publication, Kanishka Bhaduri's Collection - 13 years, 12 months ago
Shared By: Kanishka Bhaduri
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Unsupervised Anomaly Detection for Liquid-Fueled Rocket Prop...
A Publication, MARK SCHWABACHER's Collection - 14 years, 1 month ago
Shared By: MARK SCHWABACHER
Title: Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring. Abstract: This article describes the results of applying four unsupervised anomaly detection algorithms to data ...
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Comparative Analysis of Data-Driven Anomaly Detection Methods
A Publication, Ashok Srivastava's Collection - 10 years, 10 months ago
Shared By: Ashok Srivastava
This paper provides a review of three different advanced machine learning algorithms for anomaly detection in continuous data streams from a ground-test firing of a ...
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Algorithms for Spectral Decomposition with Applications
A Publication, Ashok Srivastava's Collection - 10 years, 10 months ago
Shared By: Ashok Srivastava
The analysis of spectral signals for features that represent physical phenomenon is ubiquitous in the science and engineering communities. There are two main approaches that ...
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A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 14 years, 1 month ago
Shared By: Bryan Matthews
The world-wide aviation system is one of the most complex dynamical systems ever developed and is generating data at an extremely rapid rate. Most modern ...
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A Dataset, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 14 years, 1 month ago
Shared By: Bryan Matthews
Synthetic data used to demonstrate the effectiveness of the MKAD algorithm with respect to detecting anomalies in both the continuous numerical data and binary discrete ...
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An Algorithm, Suratna Budalakoti's Collection - 14 years ago
Shared By: Suratna Budalakoti
Detecting and describing anomalies in large repositories of discrete symbol sequences. sequenceMiner has been open-sourced! Download the file below to try it out. sequenceMiner was ...
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Spectral Decomposition Algorithm (SDA)
An Algorithm, Bryan Matthews's Collection - 14 years, 1 month ago
Shared By: Bryan Matthews
Spectral Decomposition Algorithm (SDA) is an unsupervised feature extraction technique similar to PCA that was developed to better distinguish spectral features in the space shuttle ...