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Showing 1 to 11 of 11 for “"Error Calculation"”.
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Autoencoder-based multivariate time series anomaly detection and clustering for diagnosis of mechatronic systems
… which is usually based on the reconstruction error. Four different distance metrics, Root Mean Squared Error (RMSE), Mean Absolute Error (MAE), Mahalanobis distance and Cosine similarity are evaluated for the error calculation. Additionally, the error calculation is performed and evaluated …
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Development, thermal analysis, and verification of an inverted pendulum thrust stand
… with recommended mitigation strategies. Relative error was calculated on the thrust stand, and an example relative error calculation was performed for a low power Hall thruster. Facility test setups are discussed with pumping speed experimentally calculated. The SPT-50 and SPT-70 were hot fired …
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Ultrasonic spectroscopy of liquid filled piezoelectric tube
… of the model implemented. The effect of the error calculation method is important and is discussed. From the optimization results, the speed of sound, density and viscosity of the liquid can be determined to accuracies of less than 0.2%, 3% and 10% respectively.
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An adaptive agent architecture for exogenous data sales forecasting
… The adjustment algorithm is based on the mean error calculation, commonly used as sales forecasting performance measures, but is extended to incorporate a number of exogenous variables. We test the system using the holdout procedure, with a 5-fold cross validation data-splitting approach, and …
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Adaptive Longitudinal and Lateral Control for Autonomous Vehicles: High-Speed Platooning of Articulated Trucks
… to curved trajectories using an arc length-based error calculation, making it suitable for real-world scenarios. A rigorous simulation study is undertaken to demonstrate the algorithm's stability and robustness to parametric uncertainties. The second major contribution is the development of a …
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Novel Approach for Non-Invasive Prediction of Body Shape and Habitus
… movement data from this subgroup of people has error introduced due to soft tissue artifacts from markered motion capture, such as Vicon. By investigating ways of measuring movement with computer vision tools, the influence of soft tissue artifacts can be investigated further in movement data. …
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Ordinal HyperPlane Loss
<p>This research presents the development of a new framework for analyzing ordered class data, commonly called “ordinal class” data. The focus of the work is the development of classifiers (predictive models) that predict classes from available data. Ratings scales, medical classification scales, …