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@article{193523,
        author = {Nithish R and Soonu Aravindan J},
        title = {A Closed-Loop Statistical Drift Detection and Autonomous Retraining Framework for Production Machine Learning Systems},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {10},
        pages = {646-651},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=193523},
        abstract = {},
        keywords = {autonomous retraining, candidate promotion, closed-loop systems, data drift detection, model monitoring, normalized mean shift, production machine learning},
        month = {March},
        }