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A Publication, Kai Goebel's Collection

Anomaly Detection in Aviation Data using Extreme Learning ...
A Publication, Fast anomaly detection

Bayesian model selection and parameter estimation for fatigue ...
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An Energybased Prognostic Framework to Predict Evolution of ...
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See All Resources (34)

An Algorithm, Optimal Alarm Systems for Anomaly Detection  1 year, 10 months ago
Shared By: RODNEY MARTIN
Please find a detailed description here: ROC Curve Code Augmentation

An Algorithm, Optimal Alarm Systems for Anomaly Detection  11 months ago
Shared By: RODNEY MARTIN
Please find a detailed description here: ACCEPT

An Algorithm, Aviation Safety Monitoring and Modeling Project  4 years, 4 months ago
Shared By: Indir Jaganjac
Unsupervised systems health estimation using Granger causal connectivity analysis FOQA (Flight Operations Quality Assurance) data are analyzed in order to compute systems health score using ...

GMDH polynomial neural network
An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  5 years ago
Shared By: Indir Jaganjac
Learning and building GMDH polynomial neural networks and printing them as 3rd degree polynomial equation.

SDF_feature_extraction_code
An Algorithm, PSUAMES FOQA Project  5 years ago
Shared By: soumalya sarkar

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  5 years, 2 months ago
Shared By: Indir Jaganjac
Machine Learning (ML) from USGS NEIC global earthquake catalog data. Machine Learning (ML) and building predictive rules and trees from global earthquake catalog data

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  5 years, 2 months ago
Shared By: Indir Jaganjac
Machine Learning (ML) from USGS NEIC global earthquake catalog data. Machine Learning (ML) and building predictive rules and trees from global earthquake catalog data

ClusterAD
An Algorithm, AmesICAT/MIT  5 years, 2 months ago
Shared By: Lishuai Li
Cluster Analysis Based Anomaly Detection for OnboardRecorded Flight Data

An Algorithm, Symbolic Execution Enhanced System Testing  5 years, 6 months ago
Shared By: MISTY DAVIES
This is a textbook, created example for illustration purposes. The System takes inputs of Pt, Ps, and Alt, and calculates the Mach number using the ...

Multivariate Time Series Search
An Algorithm, Kanishka Bhaduri's Collection  5 years, 7 months ago
Shared By: Kanishka Bhaduri
Multivariate TimeSeries (MTS) are ubiquitous, and are generated in areas as disparate as sensor recordings in aerospace systems, music and video streams, medical monitoring, and ...

Dunn Index
An Algorithm, Aerospace Simulation Clustering Experiments  5 years, 8 months ago
Shared By: MISTY DAVIES
A script that finds the Dunn Index for a given clustering

Normalization Scripts
An Algorithm, Aerospace Simulation Clustering Experiments  5 years, 8 months ago
Shared By: MISTY DAVIES
Scripts that perform normalization. They assume that you will be doing a GMM version of EM, but should be useful for many kinds of normalization.

pcaUsingSVD
An Algorithm, Aerospace Simulation Clustering Experiments  5 years, 8 months ago
Shared By: MISTY DAVIES
A matlab script for doing Principal Components Analysis using the SVD.

EM Algorithm
An Algorithm, Aerospace Simulation Clustering Experiments  5 years, 8 months ago
Shared By: MISTY DAVIES
MATLAB code published under the BSD license that allows EM clustering for Gaussian Mixture Models.

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  5 years, 9 months ago
Shared By: Indir Jaganjac
Identify seismic global spatiotemporal teleconnections using SOM neural networks.