Minh-Huong Le Nguyen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Manifold Regularization

Machine Learning

Supervised Learning

Top Venues

IoT Streams/ITEM@PKDD/ECML

Proc. VLDB Endow.

Publications

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 (2024)
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) (2023)
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) (2023)
Jacob Montiel, Hoang-Anh Ngo, Minh-Huong Le Nguyen, Albert Bifet
Online Clustering: Algorithms, Evaluation, Metrics, Applications and Benchmarking. KDD (2022)
Minh-Huong Le Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet
Continuous Health Monitoring of Machinery using Online Clustering on Unlabeled Data Streams. Big Data (2022)
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 (2021)
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)
Minh-Huong Le Nguyen, Heitor Murilo Gomes, Albert Bifet
Semi-supervised Learning over Streaming Data using MOA. IEEE BigData (2019)
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) (2018)