Paroxysmal Atrial Fibrillation diagnosis based on feature extraction and classification. - Bahareh Pourbabaee; Caro Lucas (CIBCB, 2010)

Multiple-model based sensor fault diagnosis using hybrid kalman filter approach for nonlinear gas turbine engines. - Bahareh Pourbabaee; Nader Meskin; Khashayar Khorasani (ACC, 2013)

Sensor fault detection and isolation using multiple robust filters for linear systems with time-varying parameter uncertainty and error variance constraints. - Bahareh Pourbabaee; Nader Meskin; Khashayar Khorasani (CCA, 2014)

Feature leaning with deep Convolutional Neural Networks for screening patients with paroxysmal atrial fibrillation. - Bahareh Pourbabaee; Mehrsan Javan Roshtkhari; Khashayar Khorasani (IJCNN, 2016)

Sensor Fault Detection, Isolation, and Identification Using Multiple-Model-Based Hybrid Kalman Filter for Gas Turbine Engines. - Bahareh Pourbabaee; Nader Meskin; Khashayar Khorasani (IEEE Trans. Control. Syst. Technol., 2016)

Automated Detection of Sleep Arousals From Polysomnography Data Using a Dense Convolutional Neural Network. - Matthew Howe-Patterson; Bahareh Pourbabaee; Frédéric Bénard (CinC, 2018)

Deep Convolutional Neural Networks and Learning ECG Features for Screening Paroxysmal Atrial Fibrillation Patients. - Bahareh Pourbabaee; Mehrsan Javan Roshtkhari; Khashayar Khorasani (IEEE Trans. Syst. Man Cybern. Syst., 2018)

SleepNet: Automated Sleep Disorder Detection via Dense Convolutional Neural Network. - Bahareh Pourbabaee; Matthew Howe-Patterson; Matthew R. Patterson; Frédéric Bénard (CoRR, 2019)

Group Activity Detection from Trajectory and Video Data in Soccer. - Ryan Sanford; Siavash Gorji; Luiz G. Hafemann; Bahareh Pourbabaee; Mehrsan Javan (CVPR Workshops, 2020)