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Author

Louis Pouzin

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Open access 2021

Agent-Based Machine Learning Frameworks for Autonomous Predictive Decision Systems

Compared with conventional centralized approaches, ABML-APDS enhances prediction accuracy, scalability, explainability, computational efficiency, fault tolerance, and autonomous decision-making, providing a robust foundation for Industry 5.0, cyber-physical systems, and AI-driven digital transformation.

Louis Pouzin, J. Arsac · 0 citations
Open access 2024

Retrieval-Augmented Generation (RAG) Systems for Knowledge Management

A comprehensive Retrieval-Augmented Generation framework for intelligent knowledge management systems is proposed, demonstrating improved semantic understanding, reduced hallucinations, enhanced factual correctness, and real-time knowledge updates compared with conventional keyword-based knowledge management systems.

Louis Pouzin, J. Arsac · 0 citations
Review Open access 2019

Machine Vision-Based Quality Inspection in Robotic Manufacturing Lines

Machine vision has become a key technology in modern industrial automation, enabling fully automated quality inspection in robotic manufacturing systems. Unlike traditional human inspection methods, machine vision offers higher accuracy, consistency, speed, and lower operational costs. These systems use cameras, lighti...

Louis Pouzin, J. Arsac · 0 citations
Open access 2018

AI-Based Resource Scheduling in Distributed Data Engineering Platforms

Experimental results demonstrate improved resource utilization, reduced scheduling latency, enhanced scalability, lower operational costs, and better workload balancing compared to conventional scheduling approaches, making the framework well-suited for cloud-native and large-scale distributed data engineering environm...

Louis Pouzin · 0 citations

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