Online change detection techniques in time series: An overview. - Bernadin Namoano; Andrew Starr 001; Christos Emmanouilidis; Cristobal Ruiz-Carcel (ICPHM, 2019)

A Real-Time Fault Detection Framework Based on Unsupervised Deep Learning for Prognostics and Health Management of Railway Assets. - Minoru Shimizu; Suresh Perinpanayagam; Bernadin Namoano (IEEE Access, 2022)

Real-Time Prognostics and Health Management Without Run-to-Failure Data on Railway Assets. - Minoru Shimizu; Suresh Perinpanayagam; Bernadin Namoano; Andrew Starr 001 (IEEE Access, 2023)

Named Entity Recognition in Aviation Products Domain Based on BERT. - Mingye Yang; Bernadin Namoano; Maryam Farsi; John Ahmet Erkoyuncu (IEEE Access, 2024)

Detecting wheel slip from railway operational data through a combined wavelet, long short-term memory and neural network classification method. - Bernadin Namoano; Christos Emmanouilidis; Andrew Starr 001 (Eng. Appl. Artif. Intell., 2024)

Study of Visualization Modalities on Industrial Robot Teleoperation for Inspection in a Virtual Co-Existence Space. - Damien Mazeas; Bernadin Namoano (Virtual Worlds, 2025)

Multi-channel anomaly detection using graphical models. - Bernadin Namoano; Christina Latsou; John Ahmet Erkoyuncu (J. Intell. Manuf., 2025)