Author

Pankaj Sonawane

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Conference Open access 2025

Database Log Anomaly Detection Using SLM’s

The Mini-LM model is utilized to convert unstructured log messages from the Hadoop Distributed File System (HDFS) and Android datasets into 384-dimensional semantic embeddings, capturing contextual relationships.

Pulkit Gupta, Jayani Shah, Param Chheda et al. · Proceedings of the 1st Inter... · 0 citations

#artificial intelligence Preprint Aug 2026

FRAC-MAS: A Safe and Explainable Multi-Agent System for Fracture Diagnosis

Results suggest that integrating multi-agent critics with conformal guarantees enables safer radiology triage while preserving clinician oversight, and demonstrates how cooperative agentic architectures can serve as auditable, human-in-the-loop decision support systems for safety-critical healthcare.

H. Iyer, Tirath Bhathawala, Mihir Panchal et al. · 0 citations