A comparison of data-driven fault detection methods with application to aerospace electro-mechanical actuators
Sign Up to like & getrecommendations! Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.1837
Abstract: Abstract In this paper, a model-free framework is proposed in order to equip electromechanical actuators, deployed in aerospace applications, with health-monitoring capabilities. A large experimental activity has been carried out to perform acquisitions with both… read more here.
Keywords: driven fault; detection methods; fault detection; data driven ... See more keywords
Comparison of Data from a Single-Analyte and a Multianalyte Method for Determination of Urinary Total Deoxynivalenol in Human Samples.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of agricultural and food chemistry"
DOI: 10.1021/acs.jafc.6b04755
Abstract: Deoxynivalenol (DON) exposure is estimated by the combined measures of urinary DON and DON-glucuronides. In this study, data from single-mycotoxin (SM) and a multimycotoxin (MM) methods were compared for 256 Swedish adult urine samples. Both… read more here.
Keywords: data single; single analyte; analyte multianalyte; deoxynivalenol ... See more keywords
A Comparison of Data‐Driven Approaches to Build Low‐Dimensional Ocean Models
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Advances in Modeling Earth Systems"
DOI: 10.1029/2021ms002537
Abstract: We present a comprehensive inter‐comparison of linear regression (LR), stochastic, and deep‐learning approaches for reduced‐order statistical emulation of ocean circulation. The reference data set is provided by an idealized, eddy‐resolving, double‐gyre ocean circulation model. Our… read more here.
Keywords: multi level; white noise; comparison data; deep learning ... See more keywords
Classification from Triplet Comparison Data
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computation"
DOI: 10.1162/neco_a_01262
Abstract: Learning from triplet comparison data has been extensively studied in the context of metric learning, where we want to learn a distance metric between two instances, and ordinal embedding, where we want to learn an… read more here.
Keywords: risk; classification; triplet comparison; comparison data ... See more keywords
Comparison of Data Classification Results for Leap Motion Recovery Gestures
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220694
Abstract: Static and dynamic gestures are frequently used in activities supporting learning, recovery healthcare, engineering, and 3D games to increase the interactivity between man and machine. The gestures are detected via hardware devices and data is… read more here.
Keywords: comparison data; classification; leap motion; data classification ... See more keywords