Browsing by Author "Shadman, Alireza"
Now showing items 1-4 of 4
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An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring
Yeganeh, Ali; Abbasi, Saddam A.; Pourpanah, Farhad; Shadman, Alireza; Johannssen, Arne; Chukhrova, Nataliya... more authors ... less authors ( Elsevier , 2022 , Article)Profile monitoring is a challenging issue in statistical process control (SPC). It aims to use a functional relationship between a response variable and one or more explanatory variable(s) to summarize the quality of a ... -
Employing evolutionary artificial neural network in risk-adjusted monitoring of surgical performance
Yeganeh, Ali; Shadman, Alireza; Shongwe, Sandile Charles; Abbasi, Saddam Akber ( 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
Yeganeh, Ali; Shadman, Alireza; Abbasi, Saddam Akber ( 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 ... -
Enhancing the detection ability of control charts in profile monitoring by adding RBF ensemble model
Yeganeh, Ali; Shadman, Alireza; Abbasi, Saddam Akber ( 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 ...