403 datasets found
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Li-ion Battery Aging Datasets
NASA Test —
This data set has been collected from a custom built battery prognostics testbed at the NASA Ames Prognostics Center of Excellence (PCoE). Li-ion batteries were run... -
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms
NASA Test —
The worldwide civilian aviation system is one of the most complex dynamical systems created. Most modern commercial aircraft have onboard flight data recorders that... -
Distributed Anomaly Detection using 1-class SVM for Vertically Partitioned Data
NASA Test —
There has been a tremendous increase in the volume of sensor data collected over the last decade for different monitoring tasks. For example, petabytes of earth... -
Multivariate Time Series Search
NASA Test —
Multivariate Time-Series (MTS) are ubiquitous, and are generated in areas as disparate as sensor recordings in aerospace systems, music and video streams, medical... -
Damage Propagation Modeling for Aircraft Engine Run-to-Failure Simulation
NASA Test —
This paper describes how damage propagation can be modeled within the modules of aircraft gas turbine engines. To that end, response surfaces of all sensors are... -
IVHM Integrity Assurance
NASA Test —
Integrity Assurance methods for Integrated Vehicle Health Management -
First International Diagnosis Competition – DXC’09
NASA Test —
A framework to compare and evaluate diagnosis algorithms (DAs) has been created jointly by NASA Ames Research Center and PARC. In this paper, we present the first... -
Maximizing Throughput at an Intersection under Constrained Maneuvers
NASA Test —
not available -
Project GitHub
NASA Test —
Release of CertWare was announced 23 Mar 2012 on: code.nasa.gov The announcement points to the Certware project on NASA’s GitHub repository at:... -
AADL Models of Network Protocols
NASA Test —
AADL and Error Annex models of SAFEbus, SPIDER, TTP and BRAIN -
Discriminative Mixed-Membership Models
NASA Test —
Although mixed-membership models have achieved great success in unsupervised learning, they have not been widely applied to classification problems. In this paper, we... -
nu-Anomica algorithm
NASA Test —
One-class nu-Support Vector machine (SVMs) learning technique maps the input data into a much higher dimensional space and then uses a small portion of the training... -
Mining Distance-Based Outliers in Near Linear Time
NASA Test —
Full title: Mining Distance-Based Outliers in Near Linear Time with Randomization and a Simple Pruning Rule Abstract: Defining outliers by their distance to... -
Theoretically Optimal Distributed Anomaly Detection
NASA Test —
A novel general framework for distributed anomaly detection with theoretical performance guarantees is proposed. Our algorithmic approach combines existing anomaly... -
SAR Image Enhancement using Particle Filters
NASA Test —
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... -
New Approaches To Photometric Redshift Prediction
NASA Test —
Expanding upon the work of Way & Srivastava (2006) we demonstrate how the use of training sets of comparable size continue to make Gaussian Process Regression a... -
Qualitative Event-based Diagnosis with Possible Conflicts Applied to Spacecraft Power Distribution Systems
NASA Test —
Model-based diagnosis enables efficient and safe operation of engineered systems. In this paper, we describe two algorithms based on a qualitative event-based fault... -
Uncertainty Management for Diagnostics and Prognostics of Batteries using Bayesian Techniques
NASA Test —
Uncertainty management has always been the key hurdle faced by diagnostics and prognostics algorithms. A Bayesian treatment of this problem provides an elegant and...
403 datasets found