Spreader node detection based on the Perron-Frobenius theorem in complex networks. - Negin Samadi; Jafar Tanha; Sahar Hassanzadeh Mostafaei; Nazila Razzaghi-Asl; Soodabeh Imanzadeh (CSICC, 2022)

Biological Signals for Diagnosing Sleep Stages Using Machine Learning Models. - Sahar Hassanzadeh Mostafaei; Jafar Tanha; Amir Sharafkhaneh; Ritwick Agrawal; Zohair Hassanzadeh Mostafaei (CSICC, 2023)

OUBoost: boosting based over and under sampling technique for handling imbalanced data. - Sahar Hassanzadeh Mostafaei; Jafar Tanha (Int. J. Mach. Learn. Cybern., 2023)

A novel deep learning model based on transformer and cross modality attention for classification of sleep stages. - Sahar Hassanzadeh Mostafaei; Jafar Tanha; Amir Sharafkhaneh (J. Biomed. Informatics, 2024)

EnsembleSleepNet: a novel ensemble deep learning model based on transformers and attention mechanisms using multimodal data for sleep stages classification. - Sahar Hassanzadeh Mostafaei; Jafar Tanha; Amir Sharafkhaneh (Appl. Intell., 2025)