37 results on '"Aknin, Patrice"'
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2. Mining Floating Train Data Sequences for Temporal Association Rules within a Predictive Maintenance Framework
3. Model-Based Clustering of Temporal Data
4. Using Imprecise and Uncertain Information to Enhance the Diagnosis of a Railway Device
5. Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis
6. Ho–Kashyap with Early Stopping Versus Soft Margin SVM for Linear Classifiers –An Application
7. L’ouverture des données, une opportunité pour la recherche sur les transports et la mobilité
8. A dynamic Bayesian network approach for prognosis computations on discrete state systems
9. A variational Expectation–Maximization algorithm for temporal data clustering
10. Dynamic bayesian networks for reliability analysis: from a Markovian point of view to semi-markovian approaches
11. Multi-Sensor Systems: Diagnostics and Fusion
12. Mixture Model Estimation with Soft Labels
13. Pattern recognition approach for the prediction of infrequent target events in floating train data sequences within a predictive maintenance framework
14. A Sequential Testing Procedure for Multiple Change-Point Detection in a Stream of Pneumatic Door Signatures
15. A sequential testing approach for change-point detection on bus door systems
16. Partially supervised Independent Factor Analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis
17. Model-based clustering and segmentation of time series with changes in regime
18. A pattern recognition approach for anomaly detection on buses brake system
19. Model-based clustering with Hidden Markov Model regression for time series with regime changes
20. Fault diagnosis of a railway device using semi-supervised independent factor analysis with mixing constraints
21. A hidden process regression model for functional data description. Application to curve discrimination
22. Fault diagnosis in railway track circuits using Dempster–Shafer classifier fusion
23. A dynamic Bayesian network to represent discrete duration models
24. Estimation of Fuel Cell Life Time Using Latent Variables in Regression Context
25. Comparison of two graphical models approaches for the modelling of multi-components system's reliability
26. Time series modeling by a regression approach based on a latent process
27. A regression model with a hidden logistic process for feature extraction from time series
28. Estimation of Multi-components System's reliability: Comparison of two Graphical Model Approaches
29. Reliability Analysis using Graphical Duration Models
30. Semi-supervised IFA with Prior Knowledge on the Mixing Process: An Application to a Railway Device Diagnosis
31. Réseaux bayésiens dynamiques à variable exogène continue pour la classification des points singuliers d'une voie ferrée
32. Mixture-model-based signal denoising
33. Hybrid training of radial basis function networks in a partitioning context of classification
34. Dedicated sensor and classifier of rail head defects
35. A new approach for the modelling of track geometry recording vehicles and the deconvolution of versine measurements
36. Dedicated Sensor and Classifier of Rail Head Defects for Railway Systems
37. Eddy current sensor for the measurement of a lateral displacement. Applications in the railway domain
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