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Author

M. Eirinaki

2 papers indexed here

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#artificial intelligence Review Nov 2026

Interpretable Early Termination of Web Navigation Agents via Closed Sequential Pattern Mining

This work applies closed sequential pattern mining (BIDE+) to K-step prefixes of agent execution traces to produce a small, human-reviewable failure-signature library that organizes into a four-category failure taxonomy with associated repair recommendations.

S. Talavera, M. Eirinaki · 0 citations
Conference Jul 2026

SpartanAI: An AI Agent for Automated Course Review

Quality assurance in online and blended course design remains labor-intensive, costly, and difficult to scale across institutions. Faculty often lack timely access to instructional design support aligned with established quality standards such as the Quality Matters (QM) rubric. While instructional designers bring deep...

Pratik Korat, Darshan Patel, Magdalini Eirinaki et al. · 0 citations

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