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As arXiv allows submitting research articles which helps in increasing its visibility. I was wondering if it is alright to submit accepted and published journal articles in Elsevier (Expert Systems with Applications, International Journal of Medical Informatics) to arXiv?

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You can easily find the answer following the author guidelines of Elsevier, starting from the link you provided. On https://www.elsevier.com/about/company-information/policies/sharing they explicitly state:

Authors can update their preprints on arXiv or RePEc with their accepted manuscript .

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