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J. Arsac

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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 2023

Intelligent Localization Using Vision and Inertial Sensor Fusion

Experimental validations conducted using the EuRoC MAV public benchmark dataset indicate that the proposed intelligent fusion architecture provides superior performance across dynamic trajectories, reducing the Absolute Trajectory Error by up to 34% compared to classical loosely-coupled filtering methods while maintain...

J. Arsac · 0 citations
Review Open access 2025

Intelligent Data Synchronization Techniques for Hybrid Data Platforms

It is concluded that AI-driven synchronization is essential for real-time analytics, distributed transactions, and scalable cloud-native applications in modern enterprise environments.

J. Arsac, Gérard Huet · 0 citations
Open access 2023

Industrial Big Data Analytics: Real-Time Decision-Making in Manufacturing

The manufacturing sector is undergoing a paradigm shift with the integration of Industry 4.0 technologies, particularly Industrial Big Data Analytics (BDA), which leverages high-velocity data from IoT sensors, PLCs, and production systems to enable real-time decision-making. This paper presents a novel edge-cloud analy...

J. Arsac, Gérard Huet · 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
Review Open access 2024

Intelligent Transportation Systems Using Vehicle-to-Everything (V2X) Communication

The proposed framework brings in intelligent decision-making algorithms and edge-enabled V2X communication to enable dynamic traffic control, accident prevention, route optimization, and emergency response coordination to enhance transportation systems and road safety.

J. Arsac · 0 citations

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