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Tao Wang

Associate Professor at University Jean Monnet, chef de dépt QLIO || DISP Lab (disp-lab.fr), INSA Lyon, Univ Lyon1, Univ Lyon2, Univ Saint-Etienne. Resp. axis Healthcare. Co-resp. axis Service
61
Documents

Domaines de recherche

Intelligence artificielle [cs.AI]

Compétences

Decision support Operations Research Data Science Personalized Medecine Digital twin Production management and optimization

Publications

Length of Stay Prediction With Standardized Hospital Data From Acute and Emergency Care Using a Deep Neural Network

Vincent Lequertier , Tao Wang , Julien Fondrevelle , Vincent Augusto , Stéphanie Polazzi
Article dans une revue hal-04454483v1

Collaborative optimization of surgery and ICU under uncertainty

Fang Wan , Tao Wang , Julien Fondrevelle , Antoine Duclos
Expert Systems with Applications, 2024, 243 (1), pp.122950. ⟨10.1016/j.eswa.2023.122950⟩
Article dans une revue hal-04496543v1
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A bi-objective home health care routing and scheduling problem under uncertainty

Jiao Zhao , Tao Wang , Thibaud Monteiro
International Journal of Environmental Research and Public Health, 2024, 21 (3), pp.377. ⟨10.3390/ijerph21030377⟩
Article dans une revue hal-04526989v1

An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data

Lijuan Ren , Aicha Sekhari , Haiqing Zhang , Tao Wang , Abdelaziz Bouras
Information Systems, 2023, 111, pp.102122. ⟨10.1016/j.is.2022.102122⟩
Article dans une revue hal-04040673v1
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A review on missing values for main challenges and methods

Lijuan Ren , Tao Wang , Aicha Seklouli-Sekhari , Haiqing Zhang , Abdelaziz Bouras
Information Systems, 2023, 119, pp.102268. ⟨10.1016/j.is.2023.102268⟩
Article dans une revue hal-04426492v1

Two-stage multi-objective optimization for ICU bed allocation under multiple sources of uncertainty

Fang Wan , Julien Fondrevelle , Tao Wang , Antoine Duclos
Scientific Reports, 2023, 13 (1), pp.18925. ⟨10.1038/s41598-023-45777-x⟩
Article dans une revue hal-04496560v1

Two-stage multi-objective optimization for ICU bed allocation under multiple sources of uncertainty

Fang Wan , Julien Fondrevelle , Tao Wang , Antoine Duclos
Scientific Reports, 2023, 13 (1), pp.18925. ⟨10.1038/s41598-023-45777-x⟩
Article dans une revue hal-04298890v1

Développement et évaluation d’un réseau de neurones pour l’aide au diagnostic étiologique des uvéites

R. Jacquot , R. Lijuan , T. Wang , A. Duclos , L. Kodjikian
La Revue de Médecine Interne, 2023, 44, pp.A363. ⟨10.1016/j.revmed.2023.10.063⟩
Article dans une revue hal-04406924v1

Diagnosis, Classification, and Assessment of the Underlying Etiology of Uveitis by Artificial Intelligence: A Systematic Review

Robin Jacquot , Pascal Sève , Timothy Jackson , Tao Wang , Antoine Duclos
Journal of Clinical Medicine, 2023, 12 (11), pp.3746. ⟨10.3390/jcm12113746⟩
Article dans une revue hal-04109361v1

A review on missing values for main challenges and methods

Lijuan Ren , Tao Wang , Aicha Seklouli-Sekhari , Haiqing Zhang , Abdelaziz Bouras
Information Systems, 2023, 119, pp.102268. ⟨10.1016/j.is.2023.102268⟩
Article dans une revue hal-04192018v1

Stacking-based multi-objective ensemble framework for prediction of hypertension

Lijuan Ren , Haiqing Zhang , Aicha Sekhari Seklouli , Tao Wang , Abdelaziz Bouras
Expert Systems with Applications, 2023, 215, pp.119351. ⟨10.1016/j.eswa.2022.119351⟩
Article dans une revue hal-04040699v1

Prediction of hospital length of stay to achieve flexible healthcare in the field of Internet of Vehicles

Tao Wang , Haiqing Zhang , Antoine Duclos , Cécile Payet , Daiwei Li
Transactions on emerging telecommunications technologies, 2022, 33 (5), pp.e3854. ⟨10.1002/ett.3854⟩
Article dans une revue hal-02463386v1

Hybrid Missing Value Imputation Algorithms Using Fuzzy C-Means and Vaguely Quantified Rough Set

Daiwei Li , Haiqing Zhang , Tianrui Li , Abdelaziz Bouras , Xi Yu
IEEE Transactions on Fuzzy Systems, 2022, 30 (5), pp.1396-1408. ⟨10.1109/TFUZZ.2021.3058643⟩
Article dans une revue hal-04217408v1
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Simulation-based fuzzy-rough nearest neighbour fault classification and prediction for aircraft maintenance

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet
Journal of Simulation, 2021, 15 (3), pp.202-216. ⟨10.1080/17477778.2019.1680261⟩
Article dans une revue hal-02344426v1

Hospital Length of Stay Prediction Methods: A Systematic Review

Vincent Lequertier , Tao Wang , Julien Fondrevelle , Vincent Augusto , Antoine Duclos
Medical Care, 2021, 59 (10), pp.929-938. ⟨10.1097/MLR.0000000000001596⟩
Article dans une revue hal-03538348v1
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An improved approach on the model checking for an agent-based simulation system

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet
Software and Systems Modeling, 2020, ⟨10.1007/s10270-020-00807-4⟩
Article dans une revue hal-02946293v1
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The design and simulation of an autonomous system for aircraft maintenance scheduling

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet , Guohua Shen
Computers & Industrial Engineering, 2019, 137, pp.106041. ⟨10.1016/j.cie.2019.106041⟩
Article dans une revue hal-02305653v1

Design of shared unit-dose drug distribution network using multi-level particle swarm optimization

Linjie Chen , Thibaud Monteiro , Tao Wang , Eric Marcon
Health Care Management Science, 2019, 22 (2), pp.304-317. ⟨10.1007/s10729-018-9438-6⟩
Article dans une revue hal-01723854v1

Uncertainty and Equivalence Relation Analysis for Hesitant Fuzzy-Rough Sets and Their Applications in Classification

Haiqing Zhang , Daiwei Li , Tao Wang , Tianrui Li , Abdelaziz Bouras
Computing in Science and Engineering, 2018, 21 (6), pp.26-39. ⟨10.1109/MCSE.2018.110150747⟩
Article dans une revue hal-01787919v1

Hesitant extension of fuzzy-rough set to address uncertainty in classification

Haiqing Zhang , Daiwei Li , Tao Wang , Tianrui Li , Xi Yu
Journal of Intelligent and Fuzzy Systems, 2018, 34 (4), pp.2535 - 2550. ⟨10.3233/JIFS-17415⟩
Article dans une revue hal-01787924v1
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ESM-SnowMIP: assessing snow models and quantifying snow-related climate feedbacks

Gerhard Krinner , Chris Derksen , Richard Essery , Mark G. Flanner , Stefan Hagemann
Geoscientific Model Development Discussions, 2018, 11 (12), pp.5027-5049. ⟨10.5194/gmd-11-5027-2018⟩
Article dans une revue hal-02165393v1

Maximal fuzzy supplement frequent pattern mining based on advanced pattern-aware dynamic search strategy and an effective FSFP-array technique

Haiqing Zhang , Tao Wang , Daiwei Li , Abdelaziz Bouras , Xi Xiong
Journal of Intelligent and Fuzzy Systems, 2018, 34 (1), pp.141-152. ⟨10.3233/JIFS-17092⟩
Article dans une revue hal-01787910v1

Surgical scheduling with antagonistic human resource objectives

Thibaud Monteiro , Nadine Meskens , Tao Wang
International Journal of Production Research, 2015, 53 (24), pp.7434-7449. ⟨10.1080/00207543.2015.1082040⟩
Article dans une revue hal-01531297v1

Scheduling operating theatres: Mixed integer programming vs. constraint programming

Tao Wang , Nadine Meskens , David Duvivier
European Journal of Operational Research, 2015, 247 (2), pp.401 - 413. ⟨10.1016/j.ejor.2015.06.008⟩
Article dans une revue hal-01787907v1
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Matrix metalloproteinase 2-sensitive multifunctional polymeric micelles for tumor-specific co-delivery of siRNA and hydrophobic drugs

Tao Wang , Lin Zhu , Federico Perche , Anton Taigind , Vladimir P Torchilin
Biomaterials, 2014, 35 (13), pp.4213 - 4222. ⟨10.1016/j.biomaterials.2014.01.060⟩
Article dans une revue hal-02995779v1

Modelling and simulation of emergency services with ARIS and Arena. Case study: the emergency department of Saint Joseph and Saint Luc Hospital

Tao Wang , Alain Guinet , Aissam Belaidi , Beatrix Besombes
Production Planning and Control, 2009, 20 (6), pp.484-495. ⟨10.1080/09537280902938605⟩
Article dans une revue hal-01469455v1

Modeling and simulation of emergency services with ARIS and Arena - Case study: the Emergency department of Saint Joseph and Saint Luc Hospital

Tao Wang , Alain Guinet , Aissam Belaidi , Beatrix Besombes
Production Planning and Control, 2009, 20 (6), pp.484-495
Article dans une revue hal-00276095v1
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A Prediction Framework for Lifestyle-Related Disease Prediction Using Healthcare Data

Lijuan Ren , Haiqing Zhang , Aicha Seklouli-Sekhari , Tao Wang , Abdelaziz Bouras
2023 The 3rd International Conference on Big Data Engineering and Education (BDEE 2023), Chengdu University, Aug 2023, CHENGDU, China
Communication dans un congrès hal-04188124v1

Hypertension Prediction Using Optimal Random Forest and Real Medical Data

Lijuan Ren , Aicha Sekhari , Tao Wang , Haiqing Zhang , Abdelaziz Bouras
2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), Dec 2022, Phnom Penh, Cambodia. pp.67-72, ⟨10.1109/SKIMA57145.2022.10029572⟩
Communication dans un congrès hal-04040693v1
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Planning of home health care activities with uncertain service time

Jiao Zhao , Tao Wang , Thibaud Monteiro
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03595380v1
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A bi-objective home health care routing and scheduling by multidirectional local search

Jiao Zhao , Tao Wang , Monteiro Thibaud
Conférence Francophone en Gestion et Ingénierie des Systèmes Hospitaliers, Jul 2022, Saint-Etienne, France
Communication dans un congrès hal-03775468v1

Missing Values for Classification of Machine Learning in Medical data

Lijuan REN , Tao Wang , Aicha Sekhari , Haiqing Zhang , Abdelaziz Bouras
2022 5th International Conference on Artificial Intelligence and Big Data (ICAIBD), May 2022, Chengdu, China. pp.101-106, ⟨10.1109/ICAIBD55127.2022.9820448⟩
Communication dans un congrès hal-04040620v1

Predicting length of stay with administrative data from acute and emergency care: an embedding approach

Vincent Lequertier , Tao Wang , Julien Fondrevelle , Vincent Augusto , Stephanie Polazzi
2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. pp.1395-1400, ⟨10.1109/CASE49439.2021.9551429⟩
Communication dans un congrès hal-03538359v1

An Improved Approach on the Model Checking for An Agent-Based Simulation System

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet
MODELS 2021: ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems, Oct 2020, Montréal, Canada
Communication dans un congrès hal-03054274v1

An agent-based simulation system for aircraft maintenance scheduling

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet
Journées Doctorales et Journées Nationales du GDR MACS (JD-JN-MACS 2019), Jun 2019, Bordeaux, France
Communication dans un congrès hal-02152369v1
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Information Systems Simulation for Performance Evaluation - Application in Aircraft Maintenance

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet
15th IFIP International Conference on Product Lifecycle Management (PLM 2018), Jul 2018, Turin, Italy. pp.789-799, ⟨10.1007/978-3-030-01614-2_72⟩
Communication dans un congrès hal-01849562v1
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An Emergency Management Plan to Face a Foodborne Criminal Attack

A. Guinet , Houssem Barkaoui , Tao Wang , Eric Dubost
7th International Conference on Information Systems, Logistics and Supply Chain (ILS 2018), Jul 2018, Lyon, France
Communication dans un congrès hal-01895901v1

Securing Home Health Care structures facing forecastable natural disasters: A new tool to regulate between evacuation and adaptive home support services

Houssem Barkaoui , A. Guinet , Tao Wang
16th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2018), Jun 2018, Bergame, Italy. pp.986 - 991, ⟨10.1016/j.ifacol.2018.08.479⟩
Communication dans un congrès hal-01895880v1
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PrHoDom : Protection de l'Hospitalisation à Domicile

A. Guinet , Houssem Barkaoui , Tao Wang , E. Dubost
9ème Conférence francophone en Gestion et Ingénierie de SystèmEs Hospitaliers (GISEH 2018), Aug 2018, Genève, Suisse
Communication dans un congrès hal-01895921v1

Aircraft Maintenance Service System Modeling based on Fault Events

Yinling Liu , Tao Wang , Haiqing Zhang , Vincent Cheutet
20th IFAC World Congress of the International Federation of Automatic Control (IFAC 2017), Jul 2017, Toulouse, France. 6 p
Communication dans un congrès hal-01576275v1

A Mitigation Tool to Protect a Home Health Care Structure Facing a Hydrological Disaster

Alain Guinet , Houssem Barkaoui , Tao Wang , Eric Dubost
20th IFAC World Congress of the International Federation of Automatic Control (IFAC 2017), Jul 2017, Toulouse, France
Communication dans un congrès hal-01563937v1

A pattern-aware method for maximal fuzzy supplement frequent pattern mining

Haiqing Zhang , Daiwei Li , Tianrui Li , Xi Yu , Tao Wang
2nd International Conference on Image, Vision and Computing (ICIVC 2017), Jun 2017, Chengdu, China. pp.173-179, ⟨10.1109/ICIVC.2017.7984541⟩
Communication dans un congrès hal-01858500v1

Absinthe Reborn: Relegitimation of Deinstitutionalized Practices

Tao Wang , Karim Ben Slimane , Damien Chaney , Vaara Eero
27th Annual Conference, Strategic Management Society, Oct 2017, Houston, United States
Communication dans un congrès hal-03006984v1

Home Health Care Vulnerability Assessment Using Graph Theory and Matrix Methods

Houssem Barkaoui , A. Guinet , Tao Wang
20th IFAC World Congress of the International Federation of Automatic Control (IFAC 2017), Jul 2017, Toulouse, France
Communication dans un congrès hal-01563931v1
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Les plans de gestion de crises dans les pays francophones

Houssem Barkaoui , Alain Guinet , Tao Wang , Nadine Meskens
8ème Conférence francophone en Gestion et Ingénierie de SystèmEs Hospitaliers (GISEH 2016), Jul 2016, Casablanca, Maroc
Communication dans un congrès halshs-01439601v1

A Multi-objective Patient Admission Planning Improving Resources Utilisation Under Bed Capacity Constraints

Alain Guinet , Nadine Meskens , Tao Wang
2nd International Conference on Health Care Systems Engineering (HCSE 2015), May 2015, Lyon, France. pp.13-24, ⟨10.1007/978-3-319-35132-2_2⟩
Communication dans un congrès hal-01469415v1

Simulation de la filière des urgences dans un contexte de réseau

Tao Wang , Eric Marcon , Alain Guinet
8ème ENIM IFAC Conférence Internationale de Modélisation et Simulation : MOSIM 2010, May 2010, Hammamet, Tunisie. 10 p
Communication dans un congrès hal-00586358v1

Simulation d'un système de chimiothérapie à domicile piloté par un centre de coordination

Tian Zhang , Eric Marcon , Maria Di Mascolo , Tao Wang
8th International Conference of Modeling and Simulation (MOSIM'10) - May 10-12, 2010 - Hammamet - Tunisia, May 2010, Hammamet, Tunisie. pp.8
Communication dans un congrès hal-00580018v1

Simulation modeling of emergency service with the impact of inpatient bed resource

Tao Wang , Alain Guinet , Béatrix Besombes
INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS, LOGISTICS AND SUPPLY CHAIN, May 2008, Madison, WI, United States. pp.NC
Communication dans un congrès hal-00274716v1

Connaissance des disponibilités en lits d'aval au service des urgences et Apport d'un outil de planification des admissions par simulation

Tao Wang , Alain Guinet , Beatrix Besombes
Journée STP GDR MACS, Mar 2008, Roanne, France
Communication dans un congrès hal-00274907v1

Apport de la simulation pour l'amélioration des services d'urgence

Tao Wang , Alain Guinet , Beatrix Besombes
Journée Gestion et Ingénierie des SystèmEs Hospitaliers (GISEH), Jun 2007, Trois-Rivières, Canada
Communication dans un congrès hal-00274895v1

A sizing tool for allocation planning of hospital bed resources

Tao Wang , Alain Guinet , Beatrix Besombes
The 33rd International Conference on Operational Research Applied to Health Services, Jul 2007, Saint-Etienne, France. pp.241-250
Communication dans un congrès hal-00172725v1

Modeling and Simulation of emergency services with ARIS and Arena

Tao Wang , Aissam Belaidi , Alain Guinet , Béatrix Besombes
International Conference on Industrial Engineering and Systems Management IESM 2007, May 2007, BeiJing, China. pp.239
Communication dans un congrès hal-00172720v1

Amélioration du flux des patients aux services d'urgences

Tao Wang , Alain Guinet , Beatrix Besombes
Journée STP du GDR, Nov 2006, Valenciennes, France
Communication dans un congrès hal-00274888v1

Modélisation et simulation du processus de passage des patients aux urgences à l'aide d'ARIS : Étude de cas au SAU du Centre Hospitalier Saint Joseph et Saint Luc

Tao Wang , Alain Guinet , S. Meyran
Conférence GISEH 2006, Sep 2006, Luxembourg, Luxembourg. pp.529-537
Communication dans un congrès hal-00201884v1
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Protection of civilian population

A. Guinet , Tao Wang
21ème Journées internationales de l'INSA (2018), Oct 2018, Villeurbanne, France
Poster de conférence hal-01900528v1

Chapitre 7. Mutualisation de la préparation des piluliers dans un réseau d’établissements de santé

Linjie Chen , Tao Wang , Eric Marcon , Thibaud Monteiro
Supply Chain Management de la santé, 2019, 978-2-37687-173-6
Chapitre d'ouvrage hal-02430755v1

Modeling and Simulation of the Emergency Department of an Italian Hospital.

Wanying Chen , Alain Guinet , Tao Wang
Stochastic Modeling and Analytics in Healthcare Delivery Systems, Edited by Li J., Kong N., Xie X., ISBN: 978-981-3220-84-3, 2017
Chapitre d'ouvrage hal-01765126v1

A Sizing Tool for Allocation Planning of Hospital Bed Resources

Tao Wang , Alain Guinet , Beatrix Besombes
Sally McClean, Peter Millard, Elia El-Darzi. Intelligent Patient Management, 189, Springer, pp.113-125, 2009, Studies in Computational Intelligence, 978-3-642-00178-9. ⟨10.1007/978-3-642-00179-6_7⟩
Chapitre d'ouvrage hal-01469363v1

Cas d'application d'une méthodologie de réorganisation des services d'urgences basée sur la modélisation, la simulation et la mise en place d'indicateurs de performance

Aissam Belaidi , Béatrix Besombes , Tao Wang , Alain Guinet , Eric Marcon
Cluster GOSPI. Système de Production, HERMES, pp.77-92, 2007
Chapitre d'ouvrage hal-00274904v1