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2020 – today
- 2020
[j3]Hugo De Oliveira
, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie:
Optimal process mining of timed event logs. Inf. Sci. 528: 58-78 (2020)- [j2]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): 3076-3084 (2020) - [c7]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: 43-48
2010 – 2019
- 2019
- [c6]Martin Prodel, Ludovic Lamarsalle, Vincent Augusto:
ATLAS: A Robust Algorithm for Temporal Sequence Alignment of Treatment Lines using Claim Databases. CIBCB 2019: 1-8 - 2018
- [j1]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): 1309-1325 (2018) - [c5]Hugo De Oliveira, Martin Prodel, Vincent Augusto:
Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms. SMC 2018: 1743-1748 - 2017
- [c4]Martin Prodel, Vincent Augusto, Xiaolan Xie, Baptiste Jouaneton, Ludovic Lamarsalle:
Stochastic simulation of clinical pathways from raw health databases. CASE 2017: 580-585 - 2016
- [c3]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: 2135-2146 - 2015
- [c2]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: 1409-1414 - 2014
- [c1]Martin Prodel, Vincent Augusto, Xiaolan Xie:
Hospitalization admission control of emergency patients using markovian decision processes and discrete event simulation. WSC 2014: 1433-1444
Coauthor Index
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