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Marie-Christine Suhner

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Journal Articles

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2018
[j5]
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  - journals/cii/ThomasHSTZN18
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Philippe Thomas, Hind Bril El Haouzi, Marie-Christine Suhner, André Thomas, Emmanuel Zimmermann, Mélanie Noyel:
Using a classifier ensemble for proactive quality monitoring and control: The impact of the choice of classifiers types, selection criterion, and fusion process. Comput. Ind. 99: 193-204 (2018)
2015
[j4]
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Philippe Thomas, Marie-Christine Suhner:
A New Multilayer Perceptron Pruning Algorithm for Classification and Regression Applications. Neural Process. Lett. 42(2): 437-458 (2015)
2013
[j3]
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Philippe Thomas, Marie-Christine Suhner, André Thomas:
Variance Sensitivity Analysis of Parameters for Pruning of a Multilayer Perceptron: Application to a Sawmill Supply Chain Simulation Model. Adv. Artif. Neural Syst. 2013: 284570:1-284570:17 (2013)
2008
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  - journals/ress/MullerSI08
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Alexandre Muller, Marie-Christine Suhner, Benoît Iung:
Formalisation of a new prognosis model for supporting proactive maintenance implementation on industrial system. Reliab. Eng. Syst. Saf. 93(2): 234-253 (2008)
2004
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Philippe Weber, Marie-Christine Suhner:
Modélisation de processus industriels par réseaux bayésiens orientés objet (RBOO). Rev. d'Intelligence Artif. 18(2): 299-326 (2004)

Conference and Workshop Papers

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2019
[c6]
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  - conf/ijcnn/0001SD19
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Philippe Thomas, Marie-Christine Suhner, William Derigent:
Relearning procedure to adapt pollutant prediction neural model: Choice of relearning algorithm. IJCNN 2019: 1-8
2017
[c5]
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Philippe Thomas, Marie-Christine Suhner, Emmanuel Zimmermann, Hind Bril El Haouzi, André Thomas, Mélanie Noyel:
Neural Network Inverse Model for Quality Monitoring - Application to a High Quality Lackering Process. IJCCI 2017: 186-191
[c4]
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Marie-Christine Suhner, Philippe Thomas:
Impact of Hidden Weights Choice on Accuracy of MLP with Randomly Fixed Hidden Neurons for Regression Problems. IJCCI 2017: 223-230
2014
[c3]
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  - conf/ifip5-7/ThomasST14
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Philippe Thomas, Marie-Christine Suhner, André Thomas:
CART for Supply Chain Simulation Models Reduction - Application to a Sawmill Internal Supply Chain. APMS (3) 2014: 530-537
[c2]
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Philippe Thomas, William Derigent, Marie-Christine Suhner:
Prediction Model Adaptation Thanks to Control Chart Monitoring - Application to Pollutants Prediction. IJCCI (NCTA) 2014: 172-179
2013
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Philippe Thomas, Mélanie Noyel, Marie-Christine Suhner, Patrick Charpentier, André Thomas:
Neural Networks Ensemble for Quality Monitoring. IJCCI 2013: 515-522

Informal and Other Publications

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2018
[i1]
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  - journals/corr/abs-1804-01684
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Philippe Thomas, Hind Bril El Haouzi, Marie-Christine Suhner, André Thomas, Emmanuel Zimmermann, Mélanie Noyel:
Using a Classifier Ensemble for Proactive Quality Monitoring and Control: the impact of the choice of classifiers types, selection criterion, and fusion process. CoRR abs/1804.01684 (2018)

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