Active transfer learning and selective instance transfer with active learning for motor imagery based BCI. - Ibrahim Hossain; Abbas Khosravi; Saeid Nahavandi (IJCNN, 2016)

Weighted informative inverse active class selection for motor imagery brain computer interface. - Ibrahim Hossain; Abbas Khosravi; Saeid Nahavandi (CCECE, 2017)

Informative instance transfer learning with subject specific frequency responses for motor imagery brain computer interface. - Ibrahim Hossain; Abbas Khosravi; Imali Thanuja Hettiarachchi; Saeid Nahavandi (SMC, 2017)

Deep Imitation Learning: The Impact of Depth on Policy Performance. - Parham M. Kebria; Abbas Khosravi; Syed Moshfeq Salaken; Ibrahim Hossain; Hussain Mohammed Dipu Kabir; Afsaneh Koohestani; Roohallah Alizadehsani; Saeid Nahavandi (ICONIP (1), 2018)

Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active Learning. - Ibrahim Hossain; Imali Hettiarachchi (IJCNN, 2018)

Percentile range around the mean of center distance based informative transfer for motor imagery Brain-Computer Interface. - Ibrahim Hossain; Abbas Khosravi; Imali Hettiarachchi; Saeid Nahavandi (IJCNN, 2018)

Calibration Time Reduction Using Subjective Features Selection Based Transfer Learning For Multiclass BCI. - Ibrahim Hossain; Abbas Khosravi; Imali Hettiarachchi; Saeid Nahavandi (SMC, 2018)

Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface. - Ibrahim Hossain; Abbas Khosravi; Imali Hettiarachchi; Saeid Nahavandi (Comput. Intell. Neurosci., 2018)

Evaluating Architecture Impacts on Deep Imitation Learning Performance for Autonomous Driving. - Parham M. Kebria; Roohallah Alizadehsani; Syed Moshfeq Salaken; Ibrahim Hossain; Abbas Khosravi; Hussain Mohammed Dipu Kabir; Afsaneh Koohestani; Houshyar Asadi; Saeid Nahavandi; Edward W. Tunstel; Mehrdad Saif (ICIT, 2019)

Autonomous Navigation via Deep Imitation and Transfer Learning: A Comparative Study. - Parham M. Kebria; Abbas Khosravi; Ibrahim Hossain; Navid Mohajer; Hussain Mohammed Dipu Kabir; Seyed Mohammad Jafar Jalali; Darius Nahavandi; Syed Moshfeq Salaken; Saeid Nahavandi; Aurelien Lagrandcourt; Navneet Bhasin (SMC, 2020)

Autonomous Convoying: A Survey on Current Research and Development. - Saeid Nahavandi; Shady M. K. Mohamed; Ibrahim Hossain; Darius Nahavandi; Syed Moshfeq Salaken; Mohammad Rokonuzzaman; Rachael Ayoub; Robin Smith (IEEE Access, 2022)

Controlled Dropout for Uncertainty Estimation. - Mehedi Hasan; Abbas Khosravi; Ibrahim Hossain; Ashikur Rahman; Saeid Nahavandi (CoRR, 2022)

Controlled Dropout for Uncertainty Estimation. - Mehedi Hasan; Ibrahim Hossain; Ashikur Rahman; Saeid Nahavandi (SMC, 2023)

Uncertainty-Aware Deep Learning for Segmenting Ultrasound Images of Breast Tumours. - Afsana Ahmed Munia; Ibrahim Hossain; Seyed Mohammad Jafar Jalali; Pegah Tabarisaadi; Ashikur Rahman; Saeid Nahavandi (SMC, 2023)

Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing. - Mehedi Hasan; Moloud Abdar; Abbas Khosravi; Uwe Aickelin; Pietro Lio'; Ibrahim Hossain; Ashikur Rahman; Saeid Nahavandi (CoRR, 2023)

Autonomous Vehicle Path Tracking with Unreliable Reference Path. - Mohammad Rokonuzzaman; Navid Mohajer; Ibrahim Hossain; Douglas C. Creighton (ANZCC, 2024)

Attention-guided hierarchical fusion U-Net for uncertainty-driven medical image segmentation. - Afsana Ahmed Munia; Moloud Abdar; Mehedi Hasan; Mohammad S. Jalali; Biplab Banerjee; Abbas Khosravi; Ibrahim Hossain; Huazhu Fu; Alejandro F. Frangi (Inf. Fusion, 2025)

Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing. - Md Mehedi Hasan; Moloud Abdar; Abbas Khosravi; Uwe Aickelin; Pietro Lio; Ibrahim Hossain; Ashikur Rahman; Saeid Nahavandi (ACM Comput. Surv., 2025)

A Comprehensive Review on Autonomous Navigation. - Saeid Nahavandi; Roohallah Alizadehsani; Darius Nahavandi; Shady M. K. Mohamed; Navid Mohajer; Mohammad Rokonuzzaman; Ibrahim Hossain (ACM Comput. Surv., 2025)