Vincent Augusto

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 46

Top Topics

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Zhihao Peng, Vincent Augusto, Lionel Perrier, Xiaolan Xie
Optimal Process Mining of Traces With Events and Transition Attributes With Application to Care Pathways of Cancer Patients. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Jules Le Lay, Vincent Augusto, Edgar Alfonso-Lizarazo, Malek Masmoudi, Baptiste Gramont, Xiaolan Xie, Bienvenu Bongue, Thomas Celarier
COVID-19 Bed Management Using a Two-Step Process Mining and Discrete-Event Simulation Approach. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Asma Gasmi, Vincent Augusto, Jenny Faucheu, Claire Morin, Xavier Serpaggi
Anomaly Detection in Sleep Habits Using Deep Learning. CASE (2023)
Jules Le Lay, Lionel Perrier, Vincent Augusto, Xavier Boucher, Xiaolan Xie
Modelling and Simulation of Genomic Sequencing Platform Operations. WSC (2023)
Thomas Franck, Vincent Augusto, Xiaolan Xie, Regis Gonthier
A Stochastic Optimization Approach to the Long-Term Care Structure Assignment Problem for Elderly People. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Nilson Herazo-Padilla, Vincent Augusto, Benjamin Dalmas, Xiaolan Xie, Bienvenu Bongue
A Decision-Tree-Based Bayesian Approach for Chance-Constrained Health Prevention Budget Rationing. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Jules Le Lay, Julia Neveu, Benjamin Dalmas, Vincent Augusto
Automated Generation of Patient Population for Discrete-Event Simulation Using Process Mining. ANNSIM (2022)
Hamid Shojaei, Vincent Augusto
"Constructing Machine Learning models for Orthodontic Treatment Planning: a comparison of different methods". Big Data (2022)
Laura Uhl, Vincent Augusto, Vincent Lemaire, Youenn Alexandre, Fanny Jardinaud, Paolo Bercelli, Saber Aloui
Progressive prediction of hospitalisation and patient disposition in the emergency department. Big Data (2022)
Vincent Lequertier, Tao Wang, Julien Fondrevelle, Vincent Augusto, Stéphanie Polazzi, Antoine Duclos
Predicting length of stay with administrative data from acute and emergency care: an embedding approach. CASE (2021)
Asma Gasmi, Vincent Augusto, Paul-Antoine Beaudet, Jenny Faucheu, Claire Morin, Xavier Serpaggi, Franck Vassel
Supervised Classification with Short-Term Memory of Sleep Stages using Cardio-respiratory and Body Movement Variables. CASE (2021)
Hugo De Oliveira, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie
An optimization-based process mining approach for explainable classification of timed event logs. CASE (2020)
Jules Le Lay, Vincent Augusto, Xiaolan Xie, Edgar Alfonso-Lizarazo, Bienvenu Bongue, Thomas Celarier, Regis Gonthier, Malek Masmoudi
Impact of COVID-19 Epidemics on Bed Requirements in a Healthcare Center Using Data-Driven Discrete-Event Simulation. WSC (2020)
Thomas Franck, Paolo Bercelli, Saber Aloui, Vincent Augusto
A Generic Framework to Analyze and Improve Patient Pathways within a Healthcare Network Using Process Mining and Discrete-Event Simulation. WSC (2020)
Hugo De Oliveira, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie
Automatic and Explainable Labeling of Medical Event Logs With Autoencoding. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Cyriac Azefack, Vincent Augusto, Remi Bouvier, Guillaume Gardin, Claude Montuy Coquard, Raksmey Phan, Xiaolan Xie
Detection of Behavioral Changes on Activities Daily Routine in a Smart Home using Heatmaps. CASE (2020)
Hugo De Oliveira, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie
Optimal process mining of timed event logs. Inf. Sci. 528 (2020)
Asma Gasmi, Vincent Augusto, Paul-Antoine Beaudet, Jenny Faucheu, Claire Morin, Xavier Serpaggi, Franck Vassel
Sleep stages classification using cardio-respiratory variables. CASE (2020)
Nilson Herazo-Padilla, Vincent Augusto, Benjamin Dalmas, Xiaolan Xie, Bienvenu Bongue
Screening a portfolio of pathologies by subject profiling and medical test rationing. CASE (2019)
Cyriac Azefack, Raksmey Phan, Vincent Augusto, Xiaolan Xie, Guillaume Gardin, Claude Montuy Coquard, Remi Bouvier
Data-Driven Modeling and Simulation of Daily Activity Patterns of Elderlies Living in a Smart Home. WSC (2019)
Martin Prodel, Ludovic Lamarsalle, Vincent Augusto
ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases. CIBCB (2019)
Afafe Zehrouni, Vincent Augusto, Xiaolan Xie, Tu-Anh Duong
Assessment of the Impact of Teledermatology Using Discrete Event Simulation. WSC (2019)
Cyriac Azefack, Raksmey Phan, Vincent Augusto, Guillaume Gardin, Claude Montuy Coquard, Remi Bouvier, Xiaolan Xie
An Approach for Behavioral Drift Detection in a Smart Home. CASE (2019)
Raksmey Phan, Vincent Augusto, Damien Martin, Marianne Sarazin
Clinical Pathway Analysis Using Process Mining and Discrete-Event Simulation: an Application to Incisional Hernia. WSC (2019)
Carlos Rodriguez, Thierry Garaix, Xiaolan Xie, Vincent Augusto
Staff dimensioning in homecare services with uncertain demands. CoRR (2018)
Oussama Batata, Vincent Augusto, Xiaolan Xie
Mixed Machine Learning and Agent-based simulation for respite Care Evaluation. WSC (2018)
Hugo De Oliveira, Martin Prodel, Vincent Augusto
Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms. SMC (2018)
Danielle Hooijenga, Raksmey Phan, Vincent Augusto, Xiaolan Xie, Abdesslam Redjaline
Discriminant analysis and feature selection for emergency department readmission prediction. SSCI (2018)
Oussama Batata, Vincent Augusto, Xiaolan Xie
Caregivers Burnout Prediction Using Supervised Learning. SMC (2018)
Martin Prodel, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Xiaolan Xie
Optimal Process Mining for Large and Complex Event Logs. IEEE Trans Autom. Sci. Eng. 15 (3) (2018)
Vincent Augusto, Martin Murgier, Alain Viallon
A modelling and simulation Framework for Intelligent control of Emergency Units in the Case of major Crisis. WSC (2018)
Carlos Franco, Vincent Augusto, Thierry Garaix, Edgar Alfonso-Lizarazo, Magali Bourdelin, Herve Bontemps
Strategic territorial deployment of hospital pharmacy robots using a stochastic p-robust optimization approach. CASE (2018)
Nilson Herazo-Padilla, Vincent Augusto, Bienvenu Bongue, Xiaolan Xie
Profiling health prevention population for hypertension screening and ECG test rationing. CASE (2018)
Afafe Zehrouni, Vincent Augusto, Thierry Garaix, Raksmey Phan, Xiaolan Xie
Health care emergency plan modeling and simulation in case of major flood. WSC (2017)
Oussama Batata, Vincent Augusto, Setareh Ebrahimi, Xiaolan Xie
Performance evaluation of respite care services through multi-agent based simulation. WSC (2017)
Thomas Franck, Vincent Augusto, Xiaolan Xie, Regis Gonthier
An optimization-simulation approach for long term care structure assignment problem for elderly people. CASE (2017)
Martin Prodel, Vincent Augusto, Xiaolan Xie, Baptiste Jouaneton, Ludovic Lamarsalle
Stochastic simulation of clinical pathways from raw health databases. CASE (2017)
Sabri Hamana, Vincent Augusto, Xiaolan Xie
A timed Petri net approach for verification of Territorial Healthcare Information Systems. CASE (2016)
Vincent Augusto, Xiaolan Xie, Martin Prodel, Baptiste Jouaneton, Ludovic Lamarsalle
Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation. WSC (2016)
Martin Prodel, Vincent Augusto, Xiaolan Xie, Baptiste Jouaneton, Ludovic Lamarsalle
Discovery of patient pathways from a national hospital database using process mining and integer linear programming. CASE (2015)
Thomas Franck, Vincent Augusto, Xiaolan Xie, Regis Gonthier, Emilie Achour
Performance evaluation of an integrated care for geriatric departments using discrete-event simulation. WSC (2015)
Sabri Hamana, Vincent Augusto, Xiaolan Xie
Modelling Interactions Between Health Institutions in the Context of Patient Care Pathway. PRO-VE (2015)
Edgar Alfonso, Vincent Augusto, Xiaolan Xie
Mathematical Programming Models for Annual and Weekly Bloodmobile Collection Planning. IEEE Trans Autom. Sci. Eng. 12 (1) (2015)
Marine Roure, Quentin Halley, Vincent Augusto
Modelling and simulation of an outpatient surgery unit. WSC (2015)
Edgar Alfonso, Xiaolan Xie, Vincent Augusto
A simulation-optimization approach for capacity planning and appointment scheduling of blood donors based on mathematical programming representation of event dynamics. CASE (2015)
Vincent Augusto, Olfa Rejeb, Xiaolan Xie, Saber Aloui, Lionel Perrier, Pierre Biron, Thierry Durand
Performance evaluation of health information systems using aris modeling and discrete-event simulation. WSC (2015)
Canan Pehlivan, Vincent Augusto, Xiaolan Xie
Dynamic Capacity Planning and Location of Hierarchical Service Networks Under Service Level Constraints. IEEE Trans Autom. Sci. Eng. 11 (3) (2014)
Martin Prodel, Vincent Augusto, Xiaolan Xie
Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation. WSC (2014)
Vincent Augusto, Xiaolan Xie
A Modeling and Simulation Framework for Health Care Systems. IEEE Trans. Syst. Man Cybern. Syst. 44 (1) (2014)
Carlos Rodríguez-Verjan, Vincent Augusto, Xiaolan Xie, Valerie Buthion
Economic comparison between Hospital at Home and traditional hospitalization using a simulation-based approach. J. Enterp. Inf. Manag. 26 (1) (2013)
Ran Liu, Xiaolan Xie, Vincent Augusto, Carlos Rodríguez-Verjan
Heuristic algorithms for a vehicle routing problem with simultaneous delivery and pickup and time windows in home health care. Eur. J. Oper. Res. 230 (3) (2013)
Edgar Alfonso, Vincent Augusto, Xiaolan Xie
Tactical planning of bloodmobile collection systems. CASE (2013)
Canan Pehlivan, Vincent Augusto, Xiaolan Xie
Admission control in a pure loss healthcare network: MDP and DES approach. WSC (2013)
Carlos Rodríguez-Verjan, Vincent Augusto, Thierry Garaix, Xiaolan Xie, Valerie Buthion
Healthcare at home facility location-allocation problem. CASE (2012)
Canan Pehlivan, Vincent Augusto, Xiaolan Xie, Catherine Crenn-Hebert
Multi-period capacity planning for maternity facilities in a perinatal network: A queuing and optimization approach. CASE (2012)
Na Geng, Xiaolan Xie, Vincent Augusto, Zhibin Jiang
A Monte Carlo Optimization and Dynamic Programming Approach for Managing MRI Examinations of Stroke Patients. IEEE Trans. Autom. Control. 56 (11) (2011)
Vincent Augusto, Xiaolan Xie, Viviana Perdomo
Operating theatre scheduling with patient recovery in both operating rooms and recovery beds. Comput. Ind. Eng. 58 (2) (2010)
Na Geng, Vincent Augusto, Xiaolan Xie, Zhibin Jiang
Experimental study of Magnetic Resonance Imaging examination reservation process for stroke patients. CASE (2010)
Na Geng, Vincent Augusto, Xiaolan Xie, Zhibin Jiang
MRI reservation for neurovascular patients. CASE (2009)
Mehdi Lamiri, Vincent Augusto, Xiaolan Xie
Patients scheduling in a hospital operating theatre. CASE (2008)
Vincent Augusto, Xiaolan Xie, Frédéric Grimaud
A Framework for the Modeling and Simulation of Health Care Systems. CASE (2007)