Martin Prodel

According to our database, Martin Prodel authored at least 10 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Optimal process mining of timed event logs.

Hugo De Oliveira, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie

Inf. Sci., 2020

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

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases.

Martin Prodel, Ludovic Lamarsalle, Vincent Augusto

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

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

Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms.

Hugo De Oliveira, Martin Prodel, Vincent Augusto

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017

Stochastic simulation of clinical pathways from raw health databases.

Martin Prodel, Vincent Augusto, Xiaolan Xie, Baptiste Jouaneton, Ludovic Lamarsalle

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.

Vincent Augusto, Xiaolan Xie, Martin Prodel, Baptiste Jouaneton, Ludovic Lamarsalle

Proceedings of the Winter Simulation Conference, 2016

2015

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

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014

Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation.

Martin Prodel, Vincent Augusto, Xiaolan Xie

Proceedings of the 2014 Winter Simulation Conference, 2014