@inproceedings{ICMI2025Masoumi,title={Boosting Hierarchical Reinforcement Learning with Meta-Learning for Complex Task Adaptation},author={Khajooeinejad, A. and Masoumi, Fatemeh Sadat and Chapariniya, M.},booktitle={IEEE International Conference on Computing and Machine Intelligence (ICMI)},year={2025}}
2024
IEEE
A Transfer Learning-Based Strategy for Autonomous Driving: Leveraging Driver Experience for Vision-Based Control
A. R. BabaAhmadi, Fatemeh Sadat Masoumi, M. Ayati, and M. AmirPour
In 20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP), 2024
@inproceedings{AISP2024Masoumi,title={A Transfer Learning-Based Strategy for Autonomous Driving: Leveraging Driver Experience for Vision-Based Control},author={BabaAhmadi, A. R. and Masoumi, Fatemeh Sadat and Ayati, M. and AmirPour, M.},booktitle={20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP)},year={2024}}
IEEE
Exploring a Novel Multi-Channel Structure for Facial Expression Recognition on Occluded Samples
M. H. Zolfagharnasab, M. Bahrani, M. H. Saghayan, and Fatemeh Sadat Masoumi
In IEEE International Conference on Computing and Communication Technologies (ICCCT), 2024
@inproceedings{ICCCT2024Masoumi,title={Exploring a Novel Multi-Channel Structure for Facial Expression Recognition on Occluded Samples},author={Zolfagharnasab, M. H. and Bahrani, M. and Saghayan, M. H. and Masoumi, Fatemeh Sadat},booktitle={IEEE International Conference on Computing and Communication Technologies (ICCCT)},year={2024}}
2023
ArXiv
Augmenting Vision-Based Human Pose Estimation with Rotation Matrix
Milad Vazan, Fatemeh Sadat Masoumi, Reza Rawassizadeh, and Ruizhi Ou
@article{Pose2023MeVazan,title={Augmenting Vision-Based Human Pose Estimation with Rotation Matrix},author={Vazan, Milad and Masoumi, Fatemeh Sadat and Rawassizadeh, Reza and Ou, Ruizhi},journal={arXiv preprint arXiv:2310.06068},year={2023},}
MDPI
Regularized Contrastive Masked Autoencoder for Machinery Anomaly Detection Using Diffusion-Based Data Augmentation
Esmaeil Zahedi, Mohammad Saraee, Fatemeh Sadat Masoumi, and Mohsen Yazdinejad
@article{ASD2023meYazdiZahedi,author={Zahedi, Esmaeil and Saraee, Mohammad and Masoumi, Fatemeh Sadat and Yazdinejad, Mohsen},journal={Algorithms},year={2023},}
Thesis
A Hybrid Ensemble Learning Model Based on Decision Tree and Neural Network for Breast Cancer Survival Prediction
@phdthesis{masoumi2023maThesis,title={A Hybrid Ensemble Learning Model Based on Decision Tree and Neural Network for Breast Cancer Survival Prediction},author={Masoumi, Fatemeh Sadat},year={2023},school={Allameh Tabataba’i University, Tehran, Iran}}
2022
ArXiv
Utilizing DistilBERT Transformer Model for Sentiment Classification of COVID-19 Persian Open-Text Responses
@article{COVID2022MeBahrani,title={Utilizing DistilBERT Transformer Model for Sentiment Classification of COVID-19 Persian Open-Text Responses},author={Masoumi, Fatemeh Sadat and Bahrani, Mohammad},journal={arXiv preprint arXiv:2212.08407},year={2022},}
ArXiv
A Deep CNN-Based Multi-Task Ensemble Model for Aspect and Polarity Classification in Persian
Milad Vazan, Fatemeh Sadat Masoumi, and Sepideh Saeedi Majd
@article{NLP2022meVazan,title={A Deep CNN-Based Multi-Task Ensemble Model for Aspect and Polarity Classification in Persian},author={Vazan, Milad and Masoumi, Fatemeh Sadat and Saeedi Majd, Sepideh},journal={arXiv preprint arXiv:2201.06313},year={2022},}