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Data-Driven Capability-based Health Monitoring Method for Automotive Manufacturing

Alexandre Gaffet , Pauline Ribot , Elodie Chanthery , Nathalie Barbosa , Christophe Merle
EUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( PHM Europe), PHM society, Jun 2021, Turin (virtual), Italy
Communication dans un congrès hal-03277031v1
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A Hierarchical XGBoost Early Detection Method for Quality and Productivity Improvement of Electronics Manufacturing Systems

Alexandre Gaffet , Nathalie Barbosa Roa , Pauline Ribot , Elodie Chanthery , Christophe Merle
7th European Conference of the Prognostics and Health Management Society 2022, Jul 2022, Turin, Italy
Communication dans un congrès hal-03711267v1
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Data Stream Clustering Methods: A Review

Nathalie A Barbosa , Louise Travé-Massuyès , Victor Hugo Grisales
2014
Pré-publication, Document de travail hal-02315833v1
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Electronic board production process knowledge extraction for global optimization

Le Toan Duong , Louise Travé-Massuyès , Audine Subias , Nathalie Barbosa Roa
ANITI EVALUATION, Mar 2022, Toulouse, France. 2022
Poster de conférence hal-03608222v2
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Trend-Based Dynamic Classification for on-line Diagnosis of Time-Varying Dynamic Systems

Nathalie Andrea Barbosa Roa , Louise Travé-Massuyès , Victor Hugo Grisales Palacio
9th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC, Sep 2015, Paris, France
Communication dans un congrès hal-01205313v1
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A novel algorithm for dynamic clustering: properties and performance

Nathalie Barbosa Roa , Louise Travé-Massuyès , Victor H Grisales
2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), Dec 2016, Anaheim, United States. pp.565-570, ⟨10.1109/ICMLA.2016.0099⟩
Communication dans un congrès hal-02004417v1
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Assessing product quality from the production process health status

Le Toan Duong , Louise Travé-Massuyès , Audine Subias , Nathalie Barbosa Roa
31st International Workshop on Principles of Diagnosis: DX-2020, Sep 2020, Nashville, Tennessee, United States
Communication dans un congrès hal-03011772v1
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A Health Monitoring Method for Automotive Surface Mount Technologies

Alexandre Gaffet , Pauline Ribot , Elodie Chanthery , Nathalie Barbosa , Christophe Merle
SAFEPROCESS 2022, Jun 2022, Paphos, Cyprus
Communication dans un congrès hal-03711286v1
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Comparison of spatial indexes

Nathalie Andrea Barbosa Roa
[Research Report] Rapport LAAS n° 16631, LAAS-CNRS. 2016, 13p
Rapport hal-01701560v1
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Diagnosability improvement of dynamic clustering through automatic learning of discrete event models

Nathalie A Barbosa , Louise Travé-Massuyès , Victor H Grisales
IFAC-PapersOnLine, 2017, 50 (1), pp.1037-1042. ⟨10.1016/j.ifacol.2017.08.214⟩
Article dans une revue hal-02004430v1
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Online Data Stream Clustering: Proposal

Nathalie A Barbosa , Louise Travé-Massuyès , Victor H Grisales
2014
Pré-publication, Document de travail hal-02315834v1
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DyClee: Dynamic clustering for tracking evolving environments

Nathalie Barbosa Roa , Louise Travé-Massuyès , Victor Hugo Grisales
Pattern Recognition, 2019, 94, pp.162-186. ⟨10.1016/j.patcog.2019.05.024⟩
Article dans une revue hal-02135580v1
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Assessing product quality from the production process logs

Le Toan Duong , Louise Travé-Massuyès , Audine Subias , Nathalie Barbosa Roa
International Journal of Advanced Manufacturing Technology, 2021, 117, pp.1615-1631. ⟨10.1007/s00170-021-07764-2⟩
Article dans une revue hal-03326882v1
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Deviation tracking with incomplete and distorted data - Application to motion trajectories of industrial robots

Charlotte Lacoquelle , Louise Travé-Massuyès , Xavier Pucel , Nathalie Barbosa Roa , Christophe Merle
33rd International Workshop on Principle of Diagnosis – DX 2022, LAAS-CNRS-ANITI, Sep 2022, Toulouse, France
Communication dans un congrès hal-03773781v1
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Classification dynamique pour le diagnostic de procédés en contexte évolutif

Nathalie Andrea Barbosa Roa
Automatique. Université Paul Sabatier - Toulouse III, 2016. Français. ⟨NNT : 2016TOU30245⟩
Thèse tel-01578956v1