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ENBIS-22 Trondheim Conference

26–30 Jun 2022
Europe/Berlin timezone

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Session

INVITED Young Statisticians inviting

27 Jun 2022, 11:00
EL6

EL6

Conveners

INVITED Young Statisticians inviting

  • Christian Capezza (Department of Industrial Engineering, University of Naples "Federico II")

Presentation materials

There are no materials yet.

  1. 42. A semi-supervised approach to stream-based active learning for industrial processes
    Davide Cacciarelli (Technical University of Denmark (DTU))
    27/06/2022, 11:00
    Other/special session/invited session

    The high production rate of modern industrial and chemical processes and the high cost of inspections make it unfeasible to label each data point with its quality characteristics. This is fostering the use of active learning for the development of soft sensors and predictive models. Instead of performing random inspections to obtain quality information, labels are collected by evaluating the...

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  2. 46. Improving PLS with lasso shrinkage, using the dual-SPLS package
    Louna Alsouki (IFPEN)
    27/06/2022, 11:30
    Other/special session/invited session

    In analytical chemistry, high dimensionality problems in regression are generally solved using two dimension reduction techniques: projection methods, one of which is PLS or variable selection algorithms, as in lasso. Sparse PLS combines both approaches by adding a variable selection step to the PLS dimension reduction scheme. However, in most existing algorithms, interpretation of the...

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  3. 60. Fault diagnosis in multiple stream processes using artificial neural networks, with an application to HVAC systems of modern passenger trains
    Mr Gianluca Sposito (Università degli Studi di Napoli Federico II - Dept. of Industrial Engineering)
    27/06/2022, 12:00
    Quality

    Rail transport demand in Europe has increased over the last few years, as well as the comfort level of passengers, which has been playing a key role in the fierce competition among transportation companies. In particular, the passenger thermal comfort is on the spotlight also of recent European regulations, that urge railway companies to install data acquisition systems to continuously...

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