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ORCIDMinh-Huong Le Nguyen
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- affiliation: Télécom Paris, Institut Polytechnique de Paris, Palaiseau, France
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2020 – today
- 2024
[i2]Cedric Kulbach, Lucas Cazzonelli, Hoang-Anh Ngo
, Minh-Huong Le Nguyen, Albert Bifet:
A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning. CoRR abs/2405.17222 (2024)- 2023
- [j3]Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet:
Exploring the potentials of online machine learning for predictive maintenance: a case study in the railway industry. Appl. Intell. 53(24): 29758-29780 (2023) - [j2]Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello, Jesse Read, Minh-Huong Le Nguyen, Albert Bifet:
A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams. ACM Comput. Surv. 55(4): 75:1-75:42 (2023) - 2022
- [c4]Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet:
Continuous Health Monitoring of Machinery using Online Clustering on Unlabeled Data Streams. IEEE Big Data 2022: 1866-1873 - [c3]Jacob Montiel, Hoang-Anh Ngo, Minh-Huong Le Nguyen, Albert Bifet:
Online Clustering: Algorithms, Evaluation, Metrics, Applications and Benchmarking. KDD 2022: 4808-4809 - 2021
- [i1]Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello, Jesse Read, Minh-Huong Le Nguyen, Albert Bifet:
A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams. CoRR abs/2106.09170 (2021) - 2020
- [c2]Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet:
Challenges of Stream Learning for Predictive Maintenance in the Railway Sector. IoT Streams/ITEM@PKDD/ECML 2020: 14-29
2010 – 2019
- 2019
- [c1]Minh-Huong Le Nguyen, Heitor Murilo Gomes, Albert Bifet:
Semi-supervised Learning over Streaming Data using MOA. IEEE BigData 2019: 553-562 - 2018
- [j1]Camille Chanial, Rédouane Dziri, Helena Galhardas, Julien Leblay, Minh-Huong Le Nguyen, Ioana Manolescu:
ConnectionLens: Finding Connections Across Heterogeneous Data Sources. Proc. VLDB Endow. 11(12): 2030-2033 (2018)
Coauthor Index
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