Journal Articles
Mohammadi, Mehrnoush, Berahmand, Kamal, Forouzandeh, Saman, Zhou, Xujuan and Khosravi, Hassan (2025). Dual-view entropy-regularized nonnegative matrix factorization for attributed graph clustering. Information Sciences, 721 122566. doi: 10.1016/j.ins.2025.122566
Mohammadi, Mehrnoush, Berahmand, Kamal, Azizi, Shadi, Sheikhpour, Razieh and Khosravi, Hassan (2025). Semi-supervised adaptive symmetric nonnegative matrix factorization for multi-view clustering. IEEE Transactions on Network Science and Engineering, 12 (6), 4967-4981. doi: 10.1109/TNSE.2025.3578315
Berahmand, Kamal, Mohammadi, Mehrnoush, Sheikhpour, Razieh, Jalili, Mahdi, Nayak, Richi and Khosravi, Hassan (2025). Relative entropy-based regularized non-negative matrix factorization for attributed graph clustering. ACM Transactions on Knowledge Discovery from Data, 19 (9) 162. doi: 10.1145/3765742
Mohammadi, Mehrnoush, Tajik, Elham, Martinez-Maldonado, Roberto, Sadiq, Shazia, Tomaszewski, Wojtek and Khosravi, Hassan (2025). Artificial intelligence in multimodal learning analytics: a systematic literature review. Computers and Education: Artificial Intelligence, 8 100426, 1-30. doi: 10.1016/j.caeai.2025.100426
Sheikhpour, Razieh, Mohammadi, Mehrnoush, Berahmand, Kamal, Saberi-Movahed, Farid and Khosravi, Hassan (2025). Robust semi-supervised multi-label feature selection based on shared subspace and manifold learning. Information Sciences, 699 121800, 1-25. doi: 10.1016/j.ins.2024.121800
Sheikhpour, Razieh, Berahmand, Kamal, Mohammadi, Mehrnoush and Khosravi, Hassan (2025). Sparse feature selection using hypergraph Laplacian-based semi-supervised discriminant analysis. Pattern Recognition, 157 110882, 110882. doi: 10.1016/j.patcog.2024.110882
Conference Paper
Mohammadi, Mehrnoush, Berahmand, Kamal, Sadiq, Shazia and Khosravi, Hassan (2025). Knowledge tracing with a temporal hypergraph memory network. 26th International Conference, AIED 2025, Palermo, Italy, 22–26 July 2025. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-99267-4_10