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Enhancing the detection ability of control charts in profile monitoring by adding RBF ensemble model
(
Springer
, 2022 , Article)
While numerous contributions and applications have been extended in profile monitoring, little attention has been paid to employing machine learning techniques in development of control charts. In this paper, a novel control ...
Employing evolutionary artificial neural network in risk-adjusted monitoring of surgical performance
(
Springer Science and Business Media Deutschland GmbH
, 2023 , Article)
Various applications of control charts in the field of health-care monitoring and surveillance can be found in the literature. As one of the major categories, monitoring binary outcomes of cardiac surgeries with the aim ...
Enhancing the detection ability of control charts in profile monitoring by adding RBF ensemble model
(
Springer Science and Business Media Deutschland GmbH
, 2022 , Article)
While numerous contributions and applications have been extended in profile monitoring, little attention has been paid to employing machine learning techniques in development of control charts. In this paper, a novel control ...
Employing machine learning techniques in monitoring autocorrelated profiles
(
Springer Science and Business Media Deutschland GmbH
, 2023 , Article)
In profile monitoring, it is usually assumed that the observations between or within each profile are independent of each other. However, this assumption is often violated in manufacturing practice, and it is of utmost ...
Monitoring non-parametric profiles using adaptive EWMA control chart
(
Nature Research
, 2022 , Article)
To monitor the quality of a process in statistical process control (SPC), considering a functional relationship between a dependent variable and one or more independent variables (which is denoted as profile monitoring) ...
Run Rules-Based EWMA Charts for Efficient Monitoring of Profile Parameters
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
In usual quality control methods, the quality of a process or product is evaluated by monitoring one or more quality characteristics using their corresponding distributions. However, when the quality characteristic is ...