Minh-Huong Le Nguyen

According to our database, Minh-Huong Le Nguyen authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning.

Cedric Kulbach, Lucas Cazzonelli, Hoang-Anh Ngo, Minh-Huong Le Nguyen, Albert Bifet

CoRR, 2024

2023

Exploring the potentials of online machine learning for predictive maintenance: a case study in the railway industry.

Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet

Appl. Intell., December, 2023

A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams.

Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello, Jesse Read, Minh-Huong Le Nguyen, Albert Bifet

ACM Comput. Surv., 2023

2022

Online Clustering: Algorithms, Evaluation, Metrics, Applications and Benchmarking.

Jacob Montiel, Hoang-Anh Ngo, Minh-Huong Le Nguyen, Albert Bifet

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Continuous Health Monitoring of Machinery using Online Clustering on Unlabeled Data Streams.

Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Challenges of Stream Learning for Predictive Maintenance in the Railway Sector.

Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

2019

Semi-supervised Learning over Streaming Data using MOA.

Minh-Huong Le Nguyen, Heitor Murilo Gomes, Albert Bifet

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

ConnectionLens: Finding Connections Across Heterogeneous Data Sources.

Camille Chanial, Rédouane Dziri, Helena Galhardas, Julien Leblay, Minh-Huong Le Nguyen, Ioana Manolescu

Proc. VLDB Endow., 2018