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Artificial Intelligence, Multi-agent systems, Metaheuristics, Collaborative optimization, Operational research, Logistics, Healthcare logistics, Workflow
France

Activities

Employment (2)

Université de Lille Faculté d'Ingénierie et Management de la Santé: Loos, Hauts-de-France, FR

2021-09-01 to present | Full Professor
Employment
Source: Self-asserted source
Hayfa ZGAYA-BIAU

Université de Lille Faculté d'Ingénierie et Management de la Santé: Loos, Hauts-de-France, FR

2010-09-01 to 2021-08-31 | Associate professor (Faculté d'Ingénierie et Management de la Santé)
Employment
Source: Self-asserted source
Hayfa ZGAYA-BIAU

Education and qualifications (2)

Ecole Centrale de Lille: Villeneuve d'Ascq, Nord-Pas-de-Calais, FR

2004-06-01 to 2007-07-06 | PhD (LAGIS UMR CNRS 8219)
Education
Source: Self-asserted source
Hayfa ZGAYA-BIAU

University of Nantes: Nantes, FR

2001-09-01 to 2002-09-01 | Master of Advanced Studies in software architecture
Education
Source: Self-asserted source
Hayfa ZGAYA-BIAU

Works (50 of 63)

Items per page:
Page 1 of 2

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

Engineering Applications of Artificial Intelligence
2025-01 | Journal article
Contributors: Idriss Jairi; Amelle Rekbi; Sarah Ben-Othman; Slim Hammadi; Ludivine Canivet; Hayfa Zgaya-Biau
Source: check_circle
Crossref

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

IEEE Transactions on Automation Science and Engineering
2024 | Journal article
Contributors: Giulia Tresca; Hadrien Salem; Graziana Cavone; Hayfa Zgaya-Biau; Sarah Ben-Othman; Slim Hammadi; Mariagrazia Dotoli
Source: check_circle
Crossref

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

Environmental Technology & Innovation
2024-11 | Journal article
Contributors: Idriss Jairi; Sarah Ben-Othman; Ludivine Canivet; Hayfa Zgaya-Biau
Source: check_circle
Crossref

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

Engineering Applications of Artificial Intelligence
2024-07 | Journal article
Contributors: Idriss Jairi; Sarah Ben-Othman; Ludivine Canivet; Hayfa Zgaya-Biau
Source: check_circle
Crossref

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

Transportation Research Record: Journal of the Transportation Research Board
2024-05 | Journal article
Contributors: Corwin Fèvre; Hayfa Zgaya-Biau; Philippe Mathieu; Slim Hammadi
Source: check_circle
Crossref

Agent-based dynamic optimization for managing the workflow of the patient's pathway

Simulation Modelling Practice and Theory
2019-11 | Journal article
Contributors: Faten Ajmi; Hayfa Zgaya; Sarah Ben Othman; Slim Hammadi
Source: check_circle
Crossref

A multivalued agent-based model for the study of noncommunicable diseases

Journal of Biomedical Informatics
2019-03 | Journal article
Part of ISSN: 1532-0464
Source: Self-asserted source
Hayfa ZGAYA-BIAU

A Multi-Agent Advanced Traveler Information System for Optimal Trip Planning in a Co-Modal Framework

IEEE Transactions on Intelligent Transportation Systems
2017 | Journal article
EID:

2-s2.0-85010672602

Contributors: Dotoli, M.; Zgaya, H.; Russo, C.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

An agent-based Decision Support System for resources' scheduling in Emergency Supply Chains

Control Engineering Practice
2017 | Journal article
EID:

2-s2.0-84999780416

Contributors: Ben Othman, S.; Zgaya, H.; Dotoli, M.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

An innovative approach to jointly scheduling and assigning a consultation time to patients arriving in the emergency department

Studies in Health Technology and Informatics
2017 | Book
EID:

2-s2.0-85040534061

Contributors: Ajmi, F.; Othman, S.B.; Zgaya, H.; Hammadi, S.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Agents endowed with uncertainty management behaviors to solve a multiskill healthcare task scheduling

Journal of Biomedical Informatics
2016 | Journal article
EID:

2-s2.0-84989196165

Contributors: Ben Othman, S.; Zgaya, H.; Hammadi, S.; Quilliot, A.; Martinot, A.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Agents’ coalition for collaborative workflow orchestration of patient pathway in the pediatric emergency department

Uncertainty Modelling in Knowledge Engineering and Decision Making - Proceedings of the 12th International FLINS Conference, FLINS 2016
2016 | Conference paper
EID:

2-s2.0-85037342962

Contributors: Ben Othman, S.; Ajmi, F.; Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Case Studies and Contributions to the Resolution of Logistics System-related Problems

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010332677

Contributors: Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

General Conclusion and Perspectives

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010281208

Contributors: Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Health Logistics: Toward Collaborative Approaches and Tools

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010424086

Contributors: Zgaya, H.; Hammadi, S.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Introduction

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010408672

Contributors: Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Logistics Engineering

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010285139

Contributors: Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Logistics Engineering and Health

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010298768

Contributors: Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Preface

Logistics Engineering and Health
2016 | Book
EID:

2-s2.0-85010411106

Contributors: Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

SimNCD: An agent-based formalism for the study of noncommunicable diseases

Engineering Applications of Artificial Intelligence
2016 | Journal article
EID:

2-s2.0-84962175645

Contributors: Aziza, R.; Borgi, A.; Zgaya, H.; Guinhouya, B.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Simulating Complex systems: Complex system theories, their behavioural characteristics and their simulation

ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence
2016 | Conference paper
EID:

2-s2.0-84962131398

Contributors: Aziza, R.; Borgi, A.; Zgaya, H.; Guinhouya, B.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Mapping patient path in the Pediatric Emergency Department: A workflow model driven approach

Journal of Biomedical Informatics
2015 | Journal article
EID:

2-s2.0-84927962409

Contributors: Ajmi, I.; Zgaya, H.; Gammoudi, L.; Hammadi, S.; Martinot, A.; Beuscart, R.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Multi-agent Architecture for the Multi-Skill Tasks Modeling at the Pediatric Emergency Department

Studies in Health Technology and Informatics
2015 | Conference paper
EID:

2-s2.0-84937438149

Contributors: Ajmi, I.; Zgaya, H.; Hammadi, S.; Gammoudi, L.; Martinot, A.; Beuscart, R.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A multi-agent simulation: The case of physical activity and childhood obesity

Advances in Intelligent Systems and Computing
2014 | Book
EID:

2-s2.0-84906056221

Contributors: Aziza, R.; Borgi, A.; Zgaya, H.; Guinhouya, B.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A Workflow Model to Analyse Pediatric Emergency Overcrowding

Studies in Health Technology and Informatics
2014 | Book
EID:

2-s2.0-84929517680

Contributors: Zgaya, H.; Ajmi, I.; Gammoudi, L.; Hammadi, S.; Martinot, A.; Beuscart, R.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Adaptive collaborative agent-based system for crisis management

Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014
2014 | Conference paper
EID:

2-s2.0-84931676478

Contributors: Othman, S.B.; Zoghlami, N.; Hammadi, S.; Zgaya, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Mapping patient flow in the Jeanne de Flandres Hospital's operating rooms

19th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2014
2014 | Conference paper
EID:

2-s2.0-84988231350

Contributors: Ajmi, I.; Gammoudi, L.; Carruel, M.; Zgaya, H.; Hammadi, S.; Renard, J.-M.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A multi-agent Decision Support System for optimization of co-modal transportation route planning services

Proceedings of the IEEE Conference on Decision and Control
2013 | Conference paper
EID:

2-s2.0-84902324424

Contributors: Dotoli, M.; Hammadi, S.; Jeribi, K.; Russo, C.; Zgaya, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

An Agent-Based Distributed Scheduling For Crisis Management Supply Chain

International Journal of Computational Intelligence Systems
2013 | Journal article
EID:

2-s2.0-84872374965

Contributors: Kaddoussi, A.; Zoghlami, N.; Hammadi, S.; Zgaya, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

An Agent-based Information System for Searching and Creating Mobility-aiding Services

Advanced Mobility and Transport Engineering
2013 | Book
EID:

2-s2.0-84887192894

Contributors: Hammadi, S.; Zgaya, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Does biological maturity actually confound gender-related differences in physical activity in preadolescence?

Child: Care, Health and Development
2013 | Journal article
EID:

2-s2.0-84884989223

Contributors: Guinhouya, B.C.; Fairclough, S.J.; Zitouni, D.; Samouda, H.; Vilhelm, C.; Zgaya, H.; de Beaufort, C.; Lemdani, M.; Hubert, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Optimization of order picker path based on agent communication in warehouse logistics

IFAC Proceedings Volumes (IFAC-PapersOnline)
2013 | Conference paper
EID:

2-s2.0-84885767372

Contributors: Gharbi, S.; Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Optimized Workflow for the Healthcare Logistic: Case of the Pediatric Emergency Department

Advances in Intelligent Systems and Computing
2013 | Book
EID:

2-s2.0-84880385946

Contributors: Ajmi, I.; Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Agent-based architecture to optimize support services to mobility: Towards a design of a ubiquitous space,Architecture à base d'agents pour optimiser les services d'aide à la mobilité: Vers une conception d'un espace ubiquitaire

IC 2012 - 23es Journees Francophones d'Ingenierie des Connaissances
2012 | Conference paper
EID:

2-s2.0-84875665106

Contributors: Bousselmi, A.; Zgaya, H.; Bourdeaud'huy, T.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Combination of an evolutionary approach and multi-agent coalition in a co-modal transport system

Advances in Intelligent and Soft Computing
2012 | Book
EID:

2-s2.0-84864198590

Contributors: Jeribi, K.; Mejri, H.; Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Generic need estimating agents for resources forecasting

WMSCI 2012 - The 16th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings
2012 | Conference paper
EID:

2-s2.0-84875408906

Contributors: Kaddoussi, A.; Hammadi, S.; Duflos, E.; Vanheeghe, P.; Zgaya, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A novel approach based on a distributed dynamic graph modeling set up over a subdivision process to deal with distributed optimized real time carpooling requests

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2011 | Conference paper
EID:

2-s2.0-83755194788

Contributors: Sghaier, M.; Zgaya, H.; Hammadi, S.; Tahon, C.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A preventive anticipation model for crisis management supply chain

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2011 | Conference paper
EID:

2-s2.0-83755194679

Contributors: Kaddoussi, A.; Zoghlami, N.; Zgaya, H.; Hammadi, S.; Bretaudeau, F.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

An agent-based distributed scheduling for military logistics

International Conference on Intelligent Systems Design and Applications, ISDA
2011 | Conference paper
EID:

2-s2.0-84857527270

Contributors: Kaddoussi, A.; Zoghlami, N.; Hammadi, S.; Zgaya, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

An optimized dynamic carpooling system based on communicating agents operating over a distributed architecture

International Conference on Intelligent Systems Design and Applications, ISDA
2011 | Conference paper
EID:

2-s2.0-84857510891

Contributors: Sghaier, M.; Hammadi, S.; Zgaya, H.; Tahon, C.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Disruption management optimization for military logistics

IFIP Advances in Information and Communication Technology
2011 | Book
EID:

2-s2.0-80055052409

Contributors: Kaddoussi, A.; Zoghlami, N.; Zgaya, H.; Hammadi, S.; Bretaudeau, F.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Distributed architecture for a co-modal transport system

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2011 | Conference paper
EID:

2-s2.0-83755163817

Contributors: Jeribi, K.; Zgaya, H.; Zoghlami, N.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Distributed graphs for solving co-modal transport problems

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2011 | Conference paper
EID:

2-s2.0-83755188117

Contributors: Jeribi, K.; Mejri, H.; Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Vehicle sharing services optimization based on multi-agent approach

IFAC Proceedings Volumes (IFAC-PapersOnline)
2011 | Conference paper
EID:

2-s2.0-84866759307

Contributors: Jeribi, K.; Mejri, H.; Zgaya, H.; Hammadi, S.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A distributed dijkstra's algorithm for the implementation of a real time carpooling service with an optimized aspect on siblings

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2010 | Conference paper
EID:

2-s2.0-78650472856

Contributors: Sghaier, M.; Zgaya, H.; Hammadi, S.; Tahon, C.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

A dynamic patient scheduling at the Emergency Department in hospitals

2010 IEEE Workshop on Health Care Management, WHCM 2010
2010 | Conference paper
EID:

2-s2.0-77952529933

Contributors: Daknou, A.; Zgaya, H.; Hammadi, S.; Hubert, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

ORTiC: A novel Approach towards optimized real time CarPooling with an advanced network representation model on siblings

IFAC Proceedings Volumes (IFAC-PapersOnline)
2010 | Conference paper
EID:

2-s2.0-84901952412

Contributors: Sghaier, M.; Zgaya, H.; Hammadi, S.; Tahon, C.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Agent-based architecture for the healthcare of patients at the emergency department

IFAC Proceedings Volumes (IFAC-PapersOnline)
2009 | Conference paper
EID:

2-s2.0-79960946308

Contributors: Daknou, A.; Zgaya, H.; Hammadi, S.; Hubert, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Assignment of tasks to multi skills in agent-based architecture at the emergency department

IFAC Proceedings Volumes (IFAC-PapersOnline)
2009 | Conference paper
EID:

2-s2.0-79960917544

Contributors: Daknou, A.; Zgaya, H.; Hammadi, S.; Hubert, H.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier

Negotiation model in a multi-agent supply chain system for the crisis management

IFAC Proceedings Volumes (IFAC-PapersOnline)
2009 | Conference paper
EID:

2-s2.0-79960919373

Contributors: Zgaya, H.; Zoghlami, N.; Hammadi, S.; Bretaudeau, F.
Source: Self-asserted source
Hayfa ZGAYA-BIAU via Scopus - Elsevier
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Peer review (5 reviews for 1 publication/grant)

Review activity for Engineering applications of artificial intelligence. (5)