Online ISSN: 2455-7188 IMPACT FACTOR: 0.7261 Thomson Reuters Researcher ID: J-5005-2016 CERTIFICATE OF PUBLICATION This is to Certify that Mr./Mrs./Ms./Dr. Selvi P, Dr. N. Fathima Thabassumi has published research paper in " INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN MANAGEMENT STUDIES (IJIRMS) peer reviewed and refereed journal, Volume- 7, Issue- 10, December 2025, pp. 47-51." Paper Title:- " ARTIFICIAL INTELLIGENCE-DRIVEN DECISION SUPPORT SYSTEMS AND BEHAVIORAL BIAS MITIGATION IN MUTUAL FUND INVESTMENTS: A CONCEPTUAL REVIEW AND FRAMEWORK " Chief Editor