Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation. - Martin Prodel; Vincent Augusto; Xiaolan Xie (WSC, 2014)

Discovery of patient pathways from a national hospital database using process mining and integer linear programming. - Martin Prodel; Vincent Augusto; Xiaolan Xie; Baptiste Jouaneton; Ludovic Lamarsalle (CASE, 2015)

Evaluation of discovered clinical pathways using process mining and joint agent-based discrete-event simulation. - Vincent Augusto; Xiaolan Xie; Martin Prodel; Baptiste Jouaneton; Ludovic Lamarsalle (WSC, 2016)

Stochastic simulation of clinical pathways from raw health databases. - Martin Prodel; Vincent Augusto; Xiaolan Xie; Baptiste Jouaneton; Ludovic Lamarsalle (CASE, 2017)

Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms. - Hugo De Oliveira; Martin Prodel; Vincent Augusto (SMC, 2018)

Optimal Process Mining for Large and Complex Event Logs. - Martin Prodel; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Xiaolan Xie (IEEE Trans Autom. Sci. Eng., 2018)

ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases. - Martin Prodel; Ludovic Lamarsalle; Vincent Augusto (CIBCB, 2019)

An optimization-based process mining approach for explainable classification of timed event logs. - Hugo De Oliveira; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Martin Prodel; Xiaolan Xie (CASE, 2020)

Optimal process mining of timed event logs. - Hugo De Oliveira; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Martin Prodel; Xiaolan Xie (Inf. Sci., 2020)

Automatic and Explainable Labeling of Medical Event Logs With Autoencoding. - Hugo De Oliveira; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Martin Prodel; Xiaolan Xie (IEEE J. Biomed. Health Informatics, 2020)