affective computing

Aadam, Aadam, Tu, Shanshan, Halim, Zahid, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Alfuhaid, Hisham and Fatima, Ghulam (2026) EEG-based emotion classification using deep capsule networks for subject-independent and dependent scenarios. IEEE Transactions on Affective Computing. pp. 1-18. ISSN 1949-3045 (Online) (doi:10.1109/TAFFC.2026.3674037)

capsule networks

Aadam, Aadam, Tu, Shanshan, Halim, Zahid, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Alfuhaid, Hisham and Fatima, Ghulam (2026) EEG-based emotion classification using deep capsule networks for subject-independent and dependent scenarios. IEEE Transactions on Affective Computing. pp. 1-18. ISSN 1949-3045 (Online) (doi:10.1109/TAFFC.2026.3674037)

class-specific adapters

Zhang, Ting, Liu, Pengyi, Liu, Zhaoyinγ, Chen, Yingchun, Alfuhaid, Hisham, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Hussain, Syed Mudassir (2026) Cross-domain few-shot infrared ship segmentation with class-specific adapters and SAM refinement. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3704472)

DEAP Dataset

Aadam, Aadam, Tu, Shanshan, Halim, Zahid, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Alfuhaid, Hisham and Fatima, Ghulam (2026) EEG-based emotion classification using deep capsule networks for subject-independent and dependent scenarios. IEEE Transactions on Affective Computing. pp. 1-18. ISSN 1949-3045 (Online) (doi:10.1109/TAFFC.2026.3674037)

Deep Learning

Aadam, Aadam, Tu, Shanshan, Halim, Zahid, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Alfuhaid, Hisham and Fatima, Ghulam (2026) EEG-based emotion classification using deep capsule networks for subject-independent and dependent scenarios. IEEE Transactions on Affective Computing. pp. 1-18. ISSN 1949-3045 (Online) (doi:10.1109/TAFFC.2026.3674037)

EEG-based emotion recognition

Aadam, Aadam, Tu, Shanshan, Halim, Zahid, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Alfuhaid, Hisham and Fatima, Ghulam (2026) EEG-based emotion classification using deep capsule networks for subject-independent and dependent scenarios. IEEE Transactions on Affective Computing. pp. 1-18. ISSN 1949-3045 (Online) (doi:10.1109/TAFFC.2026.3674037)

gross-domain few-shot learning

Zhang, Ting, Liu, Pengyi, Liu, Zhaoyinγ, Chen, Yingchun, Alfuhaid, Hisham, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Hussain, Syed Mudassir (2026) Cross-domain few-shot infrared ship segmentation with class-specific adapters and SAM refinement. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3704472)

infrared ship imagery

Zhang, Ting, Liu, Pengyi, Liu, Zhaoyinγ, Chen, Yingchun, Alfuhaid, Hisham, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Hussain, Syed Mudassir (2026) Cross-domain few-shot infrared ship segmentation with class-specific adapters and SAM refinement. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3704472)

prototype learning

Zhang, Ting, Liu, Pengyi, Liu, Zhaoyinγ, Chen, Yingchun, Alfuhaid, Hisham, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Hussain, Syed Mudassir (2026) Cross-domain few-shot infrared ship segmentation with class-specific adapters and SAM refinement. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3704472)

remote sensing

Ge, Chenxu, Leng, Qiangkui, Zhang, Ting, Ullah, Sami, Namoun, Abdallah, Hussain, Syed Mudassir, Alfuhaid, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2026) SF-Net: spatial-frequency feature synthesis for semantic segmentation of High-Resolution Remote Sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. pp. 1-15. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3658488)

Segment Anything Model (SAM)

Zhang, Ting, Liu, Pengyi, Liu, Zhaoyinγ, Chen, Yingchun, Alfuhaid, Hisham, Al-Antary, Mohammad, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 and Hussain, Syed Mudassir (2026) Cross-domain few-shot infrared ship segmentation with class-specific adapters and SAM refinement. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3704472)

semantic segmentation

Ge, Chenxu, Leng, Qiangkui, Zhang, Ting, Ullah, Sami, Namoun, Abdallah, Hussain, Syed Mudassir, Alfuhaid, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2026) SF-Net: spatial-frequency feature synthesis for semantic segmentation of High-Resolution Remote Sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. pp. 1-15. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3658488)

spatial-frequency fusion

Ge, Chenxu, Leng, Qiangkui, Zhang, Ting, Ullah, Sami, Namoun, Abdallah, Hussain, Syed Mudassir, Alfuhaid, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2026) SF-Net: spatial-frequency feature synthesis for semantic segmentation of High-Resolution Remote Sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. pp. 1-15. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3658488)

state-space model

Ge, Chenxu, Leng, Qiangkui, Zhang, Ting, Ullah, Sami, Namoun, Abdallah, Hussain, Syed Mudassir, Alfuhaid, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2026) SF-Net: spatial-frequency feature synthesis for semantic segmentation of High-Resolution Remote Sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. pp. 1-15. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3658488)

subject-independent classification

Aadam, Aadam, Tu, Shanshan, Halim, Zahid, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Alfuhaid, Hisham and Fatima, Ghulam (2026) EEG-based emotion classification using deep capsule networks for subject-independent and dependent scenarios. IEEE Transactions on Affective Computing. pp. 1-18. ISSN 1949-3045 (Online) (doi:10.1109/TAFFC.2026.3674037)

wavelet transform

Ge, Chenxu, Leng, Qiangkui, Zhang, Ting, Ullah, Sami, Namoun, Abdallah, Hussain, Syed Mudassir, Alfuhaid, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2026) SF-Net: spatial-frequency feature synthesis for semantic segmentation of High-Resolution Remote Sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. pp. 1-15. ISSN 1939-1404 (Print), 2151-1535 (Online) (doi:10.1109/JSTARS.2026.3658488)