Martin Prodel

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 8

Top Topics

Clinical Pathway

Binary Classification

Top Venues

Publications

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)
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)
Hugo De Oliveira, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie
Optimal process mining of timed event logs. Inf. Sci. 528 (2020)
Martin Prodel, Ludovic Lamarsalle, Vincent Augusto
ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases. CIBCB (2019)
Hugo De Oliveira, Martin Prodel, Vincent Augusto
Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms. 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)
Martin Prodel, Vincent Augusto, Xiaolan Xie, Baptiste Jouaneton, Ludovic Lamarsalle
Stochastic simulation of clinical pathways from raw health databases. CASE (2017)
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)
Martin Prodel, Vincent Augusto, Xiaolan Xie
Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation. WSC (2014)