David Mulvey

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Detect Anomalies

Dimensionality Reduction

Unsupervised Learning

Top Venues

Publications

David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli
Use of Parallel Explanatory Models to Enhance Transparency of Neural Network Configurations for Cell Degradation Detection. CoRR (2024)
David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli
Cellular Network Antenna Tilt Anomaly Detection Using Federated Unsupervised Learning. ICC (2023)
Mutasem Q. Hamdan, Haeyoung Lee, Dionysia Triantafyllopoulou, Rúben Borralho, Abdulkadir Kose, Esmaeil Amiri, David Mulvey, Wenjuan Yu, Rafik Zitouni, Riccardo Pozza, Bernie Hunt, Hamidreza Bagheri, Chuan Heng Foh, Fabien Héliot, Gaojie Chen, Pei Xiao, Ning Wang, Rahim Tafazolli
Recent Advances in Machine Learning for Network Automation in the O-RAN. Sensors 23 (21) (2023)
David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli
Improved Neural Network Transparency for Cell Degradation Detection Using Explanatory Model. ICC (2020)
David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli
Cell Fault Management Using Machine Learning Techniques. IEEE Access 7 (2019)
David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli
Cell Coverage Degradation Detection Using Deep Learning Techniques. ICTC (2018)