A novel method of filtration by the discrete heap transforms. - Artyom M. Grigoryan; Mehdi Hajinoroozi (Image Processing: Algorithms and Systems, 2014)

Machine learning and image processing in astronomy with sparse data sets. - John Jenkinson; Artyom M. Grigoryan; Mehdi Hajinoroozi; Raquel Díaz-Hernández; Hayde Peregrina-Barreto; Ariel Ortiz Esquivel; Leopoldo Altamirano Robles; Vahram Chavushyan (SMC, 2014)

Prediction of driver's drowsy and alert states from EEG signals with deep learning. - Mehdi Hajinoroozi; Zijing Mao; Yufei Huang 001 (CAMSAP, 2015)

Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data. - Mehdi Hajinoroozi; Tzyy-Ping Jung; Chin-Teng Lin; Yufei Huang 001 (ChinaSIP, 2015)

EEG-based prediction of driver's cognitive performance by deep convolutional neural network. - Mehdi Hajinoroozi; Zijing Mao; Tzyy-Ping Jung; Chin-Teng Lin; Yufei Huang 001 (Signal Process. Image Commun., 2016)

Prediction of fatigue-related driver performance from EEG data by deep Riemannian model. - Mehdi Hajinoroozi; Jianqiu (Michelle) Zhang; Yufei Huang 001 (EMBC, 2017)

Deep Transfer Learning for Cross-subject and Cross-experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data. - Mehdi Hajinoroozi; Zijing Mao; Yuan-Pin Lin; Yufei Huang 001 (HCI (14), 2017)

Driver's fatigue prediction by deep covariance learning from EEG. - Mehdi Hajinoroozi; Jianqiu (Michelle) Zhang; Yufei Huang 001 (SMC, 2017)