Author

G. Guérard

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Review Sep 2026

Dataset Readiness Assessment With Large Language Model (DRAFT–LLM): A Multi‐Axis Audit Guided by LLM

This article details the Dataset Readiness Assessment for Training (DRAFT), a systematic method for determining whether a high‐dimensional biological dataset is suitable for developing reliable, equitable (i.e., the extent to which model performance, error patterns, and potential benefits or harms are evaluated and fou...

G. Guérard, Sonia Djebali · Current Protocols · 0 citations

#artificial intelligence Review Open access Nov 2025

Mixed Data Clustering Survey and Challenges

The advent of the big data paradigm has revolutionized the way industries handle and analyze information, ushering in an era characterized by unprecedented volumes, velocities, and varieties of data. In this context, mixed data clustering emerges as a critical challenge, necessitating innovative approaches to effective...

G. Guérard, Sonia Djebali · SN Computer Science · 1 citation