Vincent Augusto

Orcid: 0000-0002-5063-0831

According to our database1, Vincent Augusto authored at least 59 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Modelling and Simulation of Genomic Sequencing Platform Operations.
Proceedings of the Winter Simulation Conference, 2023

Anomaly Detection in Sleep Habits Using Deep Learning.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
A Decision-Tree-Based Bayesian Approach for Chance-Constrained Health Prevention Budget Rationing.
IEEE Trans Autom. Sci. Eng., 2022

A Stochastic Optimization Approach to the Long-Term Care Structure Assignment Problem for Elderly People.
IEEE Trans Autom. Sci. Eng., 2022

Progressive prediction of hospitalisation and patient disposition in the emergency department.
Proceedings of the IEEE International Conference on Big Data, 2022

"Constructing Machine Learning models for Orthodontic Treatment Planning: a comparison of different methods".
Proceedings of the IEEE International Conference on Big Data, 2022

Automated Generation of Patient Population for Discrete-Event Simulation Using Process Mining.
Proceedings of the Annual Modeling and Simulation Conference, 2022

2021
Predicting length of stay with administrative data from acute and emergency care: an embedding approach.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Supervised Classification with Short-Term Memory of Sleep Stages using Cardio-respiratory and Body Movement Variables.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Automatic and Explainable Labeling of Medical Event Logs With Autoencoding.
IEEE J. Biomed. Health Informatics, 2020

Optimal process mining of timed event logs.
Inf. Sci., 2020

Impact of COVID-19 Epidemics on Bed Requirements in a Healthcare Center Using Data-Driven Discrete-Event Simulation.
Proceedings of the Winter Simulation Conference, 2020

A Generic Framework to Analyze and Improve Patient Pathways within a Healthcare Network Using Process Mining and Discrete-Event Simulation.
Proceedings of the Winter Simulation Conference, 2020

An optimization-based process mining approach for explainable classification of timed event logs.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Sleep stages classification using cardio-respiratory variables.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Detection of Behavioral Changes on Activities Daily Routine in a Smart Home using Heatmaps.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Assessment of the Impact of Teledermatology Using Discrete Event Simulation.
Proceedings of the 2019 Winter Simulation Conference, 2019

Clinical Pathway Analysis Using Process Mining and Discrete-Event Simulation: an Application to Incisional Hernia.
Proceedings of the 2019 Winter Simulation Conference, 2019

Data-Driven Modeling and Simulation of Daily Activity Patterns of Elderlies Living in a Smart Home.
Proceedings of the 2019 Winter Simulation Conference, 2019

ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

Screening a portfolio of pathologies by subject profiling and medical test rationing.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

An Approach for Behavioral Drift Detection in a Smart Home.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Optimal Process Mining for Large and Complex Event Logs.
IEEE Trans Autom. Sci. Eng., 2018

Staff dimensioning in homecare services with uncertain demands.
CoRR, 2018

Mixed Machine Learning and Agent-based simulation for respite Care Evaluation.
Proceedings of the 2018 Winter Simulation Conference, 2018

A modelling and simulation Framework for Intelligent control of Emergency Units in the Case of major Crisis.
Proceedings of the 2018 Winter Simulation Conference, 2018

Discriminant analysis and feature selection for emergency department readmission prediction.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Caregivers Burnout Prediction Using Supervised Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Profiling health prevention population for hypertension screening and ECG test rationing.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Strategic territorial deployment of hospital pharmacy robots using a stochastic p-robust optimization approach.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Health care emergency plan modeling and simulation in case of major flood.
Proceedings of the 2017 Winter Simulation Conference, 2017

Performance evaluation of respite care services through multi-agent based simulation.
Proceedings of the 2017 Winter Simulation Conference, 2017

Stochastic simulation of clinical pathways from raw health databases.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

An optimization-simulation approach for long term care structure assignment problem for elderly people.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016
Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation.
Proceedings of the Winter Simulation Conference, 2016

A timed Petri net approach for verification of Territorial Healthcare Information Systems.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Mathematical Programming Models for Annual and Weekly Bloodmobile Collection Planning.
IEEE Trans Autom. Sci. Eng., 2015

Modelling and simulation of an outpatient surgery unit.
Proceedings of the 2015 Winter Simulation Conference, 2015

Performance evaluation of an integrated care for geriatric departments using discrete-event simulation.
Proceedings of the 2015 Winter Simulation Conference, 2015

Performance evaluation of health information systems using aris modeling and discrete-event simulation.
Proceedings of the 2015 Winter Simulation Conference, 2015

Modelling Interactions Between Health Institutions in the Context of Patient Care Pathway.
Proceedings of the Risks and Resilience of Collaborative Networks, 2015

Discovery of patient pathways from a national hospital database using process mining and integer linear programming.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

A simulation-optimization approach for capacity planning and appointment scheduling of blood donors based on mathematical programming representation of event dynamics.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
A Modeling and Simulation Framework for Health Care Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Dynamic Capacity Planning and Location of Hierarchical Service Networks Under Service Level Constraints.
IEEE Trans Autom. Sci. Eng., 2014

Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Economic comparison between Hospital at Home and traditional hospitalization using a simulation-based approach.
J. Enterp. Inf. Manag., 2013

Heuristic algorithms for a vehicle routing problem with simultaneous delivery and pickup and time windows in home health care.
Eur. J. Oper. Res., 2013

Admission control in a pure loss healthcare network: MDP and DES approach.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Tactical planning of bloodmobile collection systems.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012
Healthcare at home facility location-allocation problem.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

Multi-period capacity planning for maternity facilities in a perinatal network: A queuing and optimization approach.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
A Monte Carlo Optimization and Dynamic Programming Approach for Managing MRI Examinations of Stroke Patients.
IEEE Trans. Autom. Control., 2011

2010
Operating theatre scheduling with patient recovery in both operating rooms and recovery beds.
Comput. Ind. Eng., 2010

Experimental study of Magnetic Resonance Imaging examination reservation process for stroke patients.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

2009
MRI reservation for neurovascular patients.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2009

2008
Patients scheduling in a hospital operating theatre.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007
A Framework for the Modeling and Simulation of Health Care Systems.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007


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