Post-Deployment XAI Monitoring: Specification Requirements for Explanation Drift Detection

Authors

Iryna Ivchenko (ORCID: https://orcid.org/0000-0002-1977-0342)
Oleh Ivchenko (ORCID: https://orcid.org/0000-0002-9540-1637)

Institutions

Odessa National Polytechnic University (UA)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-05-21
DOI: https://doi.org/10.5281/zenodo.20326677
Primary Topic: Software System Performance and Reliability
Type: preprint

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preprint

Post-Deployment XAI Monitoring: Specification Requirements for Explanation Drift Detection

Iryna Ivchenko, Oleh Ivchenko

May 21, 2026

Zenodo (CERN European Organization for Nuclear Research)

Software System Performance and Reliability

preprint

Post-Deployment XAI Monitoring: Specification Requirements for Explanation Drift Detection

Iryna Ivchenko, Oleh Ivchenko

May 21, 2026preprint en

Abstract

No abstract available for this paper.

Zenodo (CERN European Organization for Nuclear Research)

Odessa National Polytechnic University (UA)

Software System Performance and Reliability

DOI Open Access PDF OpenAlex

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Post-Deployment XAI Monitoring: Specification Requirements for Explanation Drift Detection — Iryna Ivchenko, Oleh Ivchenko · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS