Kernel PLS-SVC for Linear and Nonlinear Classification. - Roman Rosipal; Leonard J. Trejo; Bryan Matthews (ICML, 2003)

EEG-Based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model. - Leonard J. Trejo; Kevin H. Knuth; Raquel Prado; Roman Rosipal; Karla Kubitz; Rebekah Kochavi; Bryan Matthews; Yuzheng Zhang (HCI (16), 2007)

Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events. - Marc-Henri Bleu-Laine; Tejas G. Puranik; Dimitri N. Mavris; Bryan Matthews (CoRR, 2021)

Multiclass Multiple-Instance Learning for Predicting Precursors to Aviation Safety Events. - Marc-Henri Bleu-Laine; Tejas G. Puranik; Dimitri N. Mavris; Bryan Matthews (J. Aerosp. Inf. Syst., 2022)

Multiclass Anomaly Detection in Flight Data Using Semi-Supervised Explainable Deep Learning Model. - Milad Memarzadeh; Bryan Matthews; Thomas Templin (J. Aerosp. Inf. Syst., 2022)

Semi-Supervised Active Learning for Anomaly Detection in Aviation. - Milad Memarzadeh; Bryan Matthews; Thomas Templin; Aida Sharif Rohani; Daniel Weckler (J. Aerosp. Inf. Syst., 2023)