A distribution-free change-point monitoring scheme in high-dimensional settings with application to industrial image surveillance

Author:

Chakraborty Niladri1ORCID,Lui Chun Fai2ORCID,Maged Ahmed2ORCID

Affiliation:

1. Department of Mathematical Statistics and Actuarial Science, University of the Free State, Bloemfontein, South Africa

2. Department of Advanced Design and Systems Engineering, City University of Hong Kong, Kowloon Tong, Hong Kong

Funder

Research Grant Council of Hong Kong

Hong Kong Innovation and Technology Commission

Hong Kong Institute of Data Science

Publisher

Informa UK Limited

Subject

Modeling and Simulation,Statistics and Probability

Reference28 articles.

1. A Distribution-Free Multivariate Control Chart

2. The multivariate control chart with variable dimension for monitoring both location and dispersion

3. Dabhi, R., N. Kantesaria, P. Vaghasia, J. Hirpara, and R. Bhoraniya. 2020. Casting product image data for quality inspection. https://www.kaggle.com/ravirajsinh45/real-life-industrial-dataset-of-casting-product/metadata.

4. A distance-based control chart for monitoring multivariate processes using support vector machines

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