Mouloud Amazouz

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OBJECTIVES To identify the prognostic markers of a bad outcome in a large population of 104 patients with prosthetic valve endocarditis (PVE), and to study the influence of medical versus surgical strategy on outcome in PVE and thus to identify patients for whom surgery may be beneficial. DESIGN Multicentre study. METHODS AND RESULTS Among 104 patients,(More)
Process monitoring refers to the task of detecting abnormal process operations resulting from the shift in the mean and/or the variance of one or more process variables. To successfully operate any process it is important to detect and diagnose any process upsets, equipment failures or other events that may have significant impact on energy consumption and(More)
This paper proposes an interpretable knowledge discovery approach to detect and diagnose faults in chemical processes. The approach is demonstrated using simulated data from the Tennessee Eastman Process (TEP), as a challenging benchmark problem. The TEP is a plant-wide industrial process that is commonly used to study and evaluate a variety of topics,(More)
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