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Pattern recognition / Support vector machine / Regression analysis / AdaBoost / Statistical classification / Computational learning theory / Training set / RANSAC / Algorithm / Statistics / Machine learning / Prognostics


1 Novel RUL Prediction of Assets based on the Integration of Auto-Regressive Models and an RUSBoost Classifier Georgios Fagogenis1 , David Flynn2 , David Lane1 {gf63, D.Flynn, D.M.Lane}@hw.ac.uk
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Document Date: 2014-12-02 08:46:20

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Tuczno / MULTICLASS KERNEL / Shenzhen / Engine / Arlington / /

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Health Management / Industrial Electronics / S UPPORT- VECTOR NETWORKS / CASE / B. LWPR / Ames / Ocean Systems Laboratory / /

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Poland / United States / /

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Heriot-Watt University / Earl Mountbatten Building / NASA’s Ames Research Center / NASA Ames Research Center / Root Mean Square / Institute of Measurement / /

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online adaptation feature / machine learning algorithms / prognostic applications / ONLINE LEARNING / back shift operator / tensioned steel band / online adaptation / prognostic algorithm / signal processing / present practical applications / data-driven prognostic applications / prognostic algorithms / data-driven algorithm / manufacturing variance / classification algorithms / regression algorithm / manufacturing uncertainty / /

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Institute of Measurement and Control / School of Engineering and Physical Sciences / Heriot-Watt University / NASA Ames Research Center / US Federal Reserve / National Aeronautics and Space Administration / SEMI / /

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J. VAN H ULSE / Semi-Markov Model / A. NAPOLITANO / C. S EIFFERT / SEMI MARKOV / T. M. K HOSHGOFTAAR / L. P OPYACK / V / /

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R2 / operation / 0 Actual Classification Error vs Number / Predicted Healthy / /

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C / /

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Virginia / Connecticut / /

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The Journal of Machine Learning Research / /

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alpha / RUSBoost algorithm / Clustering algorithms / Information Technology / regression algorithm / machine learning / resulting prognostic algorithm / AdaBoost algorithm / two algorithms / NEURAL NETWORK / training machine learning algorithms / B. Autoregressive LWPR The prognostic algorithm / classification algorithms / simulation / prognostic algorithm / data-driven algorithm / /

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