Fault diagnosis in railway track circuits using Dempster–Shafer classifier fusion von Oukhellou, Latifa, Debiolles, Alexandra, Denœux, Thierry, Aknin, Patrice

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Learning from partially supervised data using mixture models and belief functions von Côme, E., Oukhellou, L., Denœux, T., Aknin, P.

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Fuel cells static and dynamic characterizations as tools for the estimation of their ageing time von Onanena, R., Oukhellou, L., Candusso, D., Harel, F., Hissel, D., Aknin, P.

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Model-based clustering and segmentation of time series with changes in regime von Samé, Allou, Chamroukhi, Faicel, Govaert, Gérard, Aknin, Patrice

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A hidden process regression model for functional data description. Application to curve discrimination von Chamroukhi, Faicel, Samé, Allou, Govaert, Gérard, Aknin, Patrice

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A dynamic Bayesian network approach for prognosis computations on discrete state systems von Foulliaron, Josquin, Bouillaut, Laurent, Aknin, Patrice, Barros, Anne

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A variational Expectation–Maximization algorithm for temporal data clustering von El Assaad, Hani, Samé, Allou, Govaert, Gérard, Aknin, Patrice

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Time series modeling by a regression approach based on a latent process von Chamroukhi, Faicel, Samé, Allou, Govaert, Gérard, Aknin, Patrice

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A dynamic Bayesian network to represent discrete duration models von Donat, Roland, Leray, Philippe, Bouillaut, Laurent, Aknin, Patrice

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Estimation of fuel cell operating time for predictive maintenance strategies von Onanena, R., Oukhellou, L., Candusso, D., Same, A., Hissel, D., Aknin, P.

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A dynamic Bayesian network approach for prognosis computations on discrete states systems von Foulliaron, Josquin, Bouillaut, Laurent, Aknin, Patrice, Barros, Anne

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An Extension Graphical Duration Models Integrating Conditional Sojourn Time Distributions von Foulliaron, J, Bouillaut, L, Aknin, P, Barros, A

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Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis von Cherfi, Zohra L., Oukhellou, Latifa, Côme, Etienne, Denœux, Thierry, Aknin, Patrice

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Dedicated sensor and classifier of rail head defects von Oukhellou, Latifa, Aknin, Patrice, Perrin, Jean-Paul

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Fault diagnosis of a railway device using semi-supervised independent factor analysis with mixing constraints von Côme, Etienne, Oukhellou, Latifa, Denœux, Thierry, Aknin, Patrice

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L’ouverture des données, une opportunité pour la recherche sur les transports et la mobilité von Aknin, Patrice, Côme, Étienne, Oukhellou, Latifa

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Fuel Cell Health Monitoring Using Self Organizing Maps von Onanena, Raissa, Oukhellou, Latifa, Come, Etienne, Jemei, Samir, Candusso, Denis, Hissel, Daniel, Aknin, Patrice

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Model-Based Clustering of Temporal Data von El Assaad, Hani, Samé, Allou, Govaert, Gérard, Aknin, Patrice

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Mining Floating Train Data Sequences for Temporal Association Rules within a Predictive Maintenance Framework von Sammouri, Wissam, Côme, Etienne, Oukhellou, Latifa, Aknin, Patrice

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Dynamic bayesian networks for reliability analysis: from a Markovian point of view to semi-markovian approaches von Foulliaron, Josquin, Bouillaut, Laurent, Barros, Anne, Aknin, Patrice

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