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ExplainAI: A Transparent Decision Support System for MHT-CET Engineering Admissions and Scholarship Guidance Using LightGBM and SHAP.

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Title: ExplainAI: A Transparent Decision Support System for MHT-CET Engineering Admissions and Scholarship Guidance Using LightGBM and SHAP.
Authors: Khan, Ashphak1, Jain, Roshani Satish1, roshanijaun1234@gmail.com, Gaikwad, Jayashri Ravindra1, jayashregaikawad@gmail.com, Patil, Gayatri Dilip1, gayatridpatil.05@gmail.com
Source: International Research Journal of Innovations in Engineering & Technology; May2026, Vol. 10 Issue 5, p334-344, 11p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194389268
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: ExplainAI: A Transparent Decision Support System for MHT-CET Engineering Admissions and Scholarship Guidance Using LightGBM and SHAP.
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  Data: <searchLink fieldCode="JN" term="%22International+Research+Journal+of+Innovations+in+Engineering+%26+Technology%22">International Research Journal of Innovations in Engineering & Technology</searchLink>; May2026, Vol. 10 Issue 5, p334-344, 11p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194389268
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.47001/IRJIET/2026.105044
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 11
        StartPage: 334
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      – TitleFull: ExplainAI: A Transparent Decision Support System for MHT-CET Engineering Admissions and Scholarship Guidance Using LightGBM and SHAP.
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            NameFull: Khan, Ashphak
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            NameFull: Jain, Roshani Satish
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            NameFull: Gaikwad, Jayashri Ravindra
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            NameFull: Patil, Gayatri Dilip
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            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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              Value: 10
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              Value: 5
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            – TitleFull: International Research Journal of Innovations in Engineering & Technology
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