Tao Wang Associate Professor at University Jean Monnet, DISP Lab (disp-lab.fr),INSA Lyon, Univ Lyon1, Univ Lyon2, Univ Saint-Etienne. Resp. axis Info system and data.

Publications

Article dans une revue (29)

Enhancing healthcare resource allocation through large language models Fang Wan,Kezhi Wang,Tao Wang,Hu Qin,Julien Fondrevelleet al. Swarm and Evolutionary Computation, 2025, 94, pp.101859. ⟨10.1016/j.swevo.2025.101859⟩ Article dans une revue hal-04936274v1
Surgery scheduling based on large language models Fang Wan,Tao Wang,Kezhi Wang,Yuanhang Si,Julien Fondrevelleet al. Artificial Intelligence in Medicine, 2025, pp.103151. ⟨10.1016/j.artmed.2025.103151⟩ Article dans une revue hal-05062261v1
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
Neural networks for predicting etiological diagnosis of uveitis Robin Jacquot,Lijuan Ren,Tao Wang,Insaf Mellahk,Antoine Ducloset al. Eye, 2024, ⟨10.1038/s41433-024-03530-2⟩ Article dans une revue hal-04852414v1
Leveraging single‐cell RNA‐seq for uncovering naïve B cells associated with better prognosis of hepatocellular carcinoma Qingjia Sun,Rui Gao,Yingxin Lin,Xianchao Zhou,Tao Wanget al. MedComm, 2024, 5 (9), ⟨10.1002/mco2.563⟩ Article dans une revue hal-04691807v1
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 Polazziet al. Medical Care, 2024, ⟨10.1097/MLR.0000000000001975⟩ 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
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. Kodjikianet al. La Revue de Médecine Interne, 2023, 44, pp.A363. ⟨10.1016/j.revmed.2023.10.063⟩ Article dans une revue hal-04406924v1
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
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
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
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 Ducloset al. Journal of Clinical Medicine, 2023, 12 (11), pp.3746. ⟨10.3390/jcm12113746⟩ Article dans une revue hal-04109361v1
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
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 Yuet al. IEEE Transactions on Fuzzy Systems, 2022, 30 (5), pp.1396-1408. ⟨10.1109/TFUZZ.2021.3058643⟩ Article dans une revue hal-04217408v1
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
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, 2021, 20, pp.429-445. ⟨10.1007/s10270-020-00807-4⟩ Article dans une revue hal-02946293v1
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
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
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
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 Xionget al. Journal of Intelligent and Fuzzy Systems, 2018, 34 (1), pp.141-152. ⟨10.3233/JIFS-17092⟩ Article dans une revue hal-01787910v1
ESM-SnowMIP: assessing snow models and quantifying snow-related climate feedbacks Gerhard Krinner,Chris Derksen,Richard Essery,Mark G. Flanner,Stefan Hagemannet al. Geoscientific Model Development, 2018, 11 (12), pp.5027-5049. ⟨10.5194/gmd-11-5027-2018⟩ Article dans une revue hal-02165393v1
Hesitant extension of fuzzy-rough set to address uncertainty in classification Haiqing Zhang,Daiwei Li,Tao Wang,Tianrui Li,Xi Yuet al. Journal of Intelligent and Fuzzy Systems, 2018, 34 (4), pp.2535 - 2550. ⟨10.3233/JIFS-17415⟩ Article dans une revue hal-01787924v1
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
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
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
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

Communication dans un congrès (38)

Modélisation de trajectoires à partir de données non longitudinales à l'aide de l'analyse formelle de concepts Randa Cheima Bendjeddou,Giacomo Kahn,Aicha Sekhari Seklouli,Tao Wang GAST Workshop, Jan 2026, Anglet, France Communication dans un congrès hal-05489932v1
Integrating Digital Biomarkers with Feedback-Driven Clustering for Optimized CPAP Adherence in OSA Management Yasaman Kakaei Siahkal,Néjib Moalla,Aicha Seklouli-Sekhari,Tao Wang,Olivier Grasset The 16th IEEE International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2025), Jun 2025, Paisley, United Kingdom Communication dans un congrès hal-05082783v1
Dynamic Portfolio for Personalized CPAP Treatment: Adaptive Digital Biomarker-Driven Strategies Across the OSA Care Pathway Yasaman Kakaei Siahkal,Néjib Moalla,Aicha Seklouli-Sekhari,Tao Wang,Olivier Grasset The 38th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Jun 2025, Madrid, Spain Communication dans un congrès hal-05082782v1
CPAP Adherence Improvement for OSA Patients through Integrated Feedback Systems Yasaman Kakaei Siahkal,Nejib Moalla,Aïcha Sekhari,Tao Wang,Olivier Grasset IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2024), IEEE EBMS Society, Nov 2024, Houston, Texas, United States Communication dans un congrès hal-04847300v1
Multi-objective optimization for home health care planning considering multiple stakeholders’ needs Jiao Zhao,Tao Wang,Thibaud Monteiro 8th International Conference on Control, Automation and Diagnosis (ICCAD 2024), May 2024, Paris, France. pp.1-6, ⟨10.1109/ICCAD60883.2024.10553950⟩ Communication dans un congrès hal-04820561v1
Optimizing a Multi-Level Logistics Network: Exploring the Location and Assignment of 3D Printed Orthotic Facilities Siyu Guo,Tao Wang,Thibaud Monteiro 21st International Conference on Informatics in Control, Automation and Robotics (ICINCO 2024), Nov 2024, Porto, Portugal. pp.261-268, ⟨10.5220/0012926900003822⟩ Communication dans un congrès hal-04820524v1
Optimizing Small-Scale Surgery Scheduling with Large Language Model Fang Wan,Julien Fondrevelle,Tao Wang,Kezhi Wang,Antoine Duclos 21st International Conference on Informatics in Control, Automation and Robotics ICINCO, Nov 2024, Porto, Portugal. pp.222-228, ⟨10.5220/0012894400003822⟩ Communication dans un congrès hal-04846736v1
Diagnosis of Uveitis with Artificial Intelligence: A Predictive Approach Insaf Mellakh,Tao Wang,Robin Jacquot,Néjib Moalla,Rabaa Youssef-Douss 15th International IEEE Conference on Software, Knowledge, Information Management and Applications (SKIMA 2023), Dec 2023, Kuala Lumpur, Malaysia Communication dans un congrès hal-04406974v1
A Prediction Framework for Lifestyle-Related Disease Prediction Using Healthcare Data Lijuan Ren,Haiqing Zhang,Aicha Seklouli-Sekhari,Tao Wang,Abdelaziz Bouras 3rd International Conference on Big Data Engineering and Education (BDEE 2023), Chengdu University, Aug 2023, CHENGDU, China Communication dans un congrès hal-04188124v1
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
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
Hypertension Prediction Using Optimal Random Forest and Real Medical Data Lijuan Ren,Aicha Sekhari,Tao Wang,Haiqing Zhang,Abdelaziz Bouras 14th IEEE International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2022), Dec 2022, Phnom Penh, Cambodia. pp.67-72, ⟨10.1109/SKIMA57145.2022.10029572⟩ Communication dans un congrès hal-04040693v1
Prédiction des durées de séjours avec des données médicoadministratives à l'aide d'un réseau de neurones V. Lequertier,Tao Wang,Julien Fondrevelle,Vincent Augusto,S. Polazziet al. VIIIe Colloque national Adelf-Emois, Mar 2022, Dijon, France. pp.S9, ⟨10.1016/j.respe.2022.01.071⟩ Communication dans un congrès hal-04846716v1
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 (ROADEF 2022), INSA Lyon, Feb 2022, Villeurbanne - Lyon, France Communication dans un congrès hal-03595380v1
Predicting length of stay with administrative data from acute and emergency care: an embedding approach Vincent Lequertier,Tao Wang,Julien Fondrevelle,Vincent Augusto,Stephanie Polazziet al. IEEE 17th International Conference on Automation Science and Engineering (CASE 2021), 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
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
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
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
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
A pattern-aware method for maximal fuzzy supplement frequent pattern mining Haiqing Zhang,Daiwei Li,Tianrui Li,Xi Yu,Tao Wanget al. 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
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
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
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
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
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
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
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
Iterative Power and Subcarrier Allocation for Maximizing WSMR in Cellular OFDMA Systems Tao Wang,Luc Vandendorpe WiOpt'10: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, May 2010, Avignon, France. pp.318-323 Communication dans un congrès inria-00502006v1
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
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
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
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

Poster de conférence (1)

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 d'ouvrage (3)

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 istex hal-01469363v1

Thèse (1)

Organisation et pilotage des services sur le trajet des urgences Tao Wang Informatique [cs]. INSA de Lyon, 2008. Français. ⟨NNT : ⟩ Thèse tel-00378501v1