Hayfa ZGAYA-BIAU

Full Professor

France

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Hayfa ZGAYA-BIAU is a Full Professor at Université de Lille Faculté d'Ingénierie et Management de la Santé in France. Her research focuses on machine learning applications in environmental health, particularly in risk assessment of air pollution and logistics optimization. Recent articles include work on neural transfer learning for air quality prediction and matheuristic approaches for dynamic vehicle routing. She is actively contributing to advancements in air pollution classification and ridesharing optimization.

Articles (5)

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Collaborators (2)

Philippe MATHIEU

Full Professor

Université de Lille

FRANCE

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Ludivine CANIVET

Associate professor

Université de Lille

FRANCE

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Hayfa ZGAYA-BIAU

Research Interests

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Articles (5)

Enhancing particulate matter risk assessment with novel machine learning-driven toxicity threshold prediction

Enhancing air pollution prediction: A neural transfer learning approach across different air pollutants

Explainable based approach for the air quality classification on the granular computing rule extraction technique

Preferential Optimization of Multi-Hop Dynamic Ridesharing Based on R-Trees and Multi-Agent Systems

A Matheuristic Approach for Delivery Planning and Dynamic Vehicle Routing in Logistics 4.0

Collaborators (2)

Philippe MATHIEU

Ludivine CANIVET

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