Fahad Sohrab

Latest publications

• Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description

  Kilickaya, S., Ahishali, M., Celebioglu, C., Sohrab, F., Eren, L., Ince, T., Askar, M. & Gabbouj, M., 2025, 2025 IEEE Symposium on Computational Intelligence on Engineering/Cyber Physical Systems Companion (CIES Companion 2025). IEEE, p. 1-5

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Convolutional autoencoder-based multimodal one-class classification

  Laakom, F., Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2025, 2025 IEEE Symposium on Computational Intelligence in Image, Signal Processing and Synthetic Media Companion, CISM Companion 2025. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data

  Chaudhry, F. M., Ralli, J., Leudet, J., Sohrab, F., Pakdaman, F., Corbani, P. & Gabbouj, M., 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 18481-18492 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Double Layer Robust 2DPCA: Joint Flexible Cut Norm and Adaptive Weighted Learning for Small Sample Size Image Recognition

  Bi, P., Chen, M., Du, X., Sohrab, F. & Gabbouj, M., 2025, (E-pub ahead of print) In: IEEE Transactions on Consumer Electronics.

  Research output: Contribution to journal › Article › Scientific › peer-review

• To Vaccinate or Not to Vaccinate? Analyzing X Power over the Pandemic

  Khan, T., Sohrab, F., Michalas, A. & Gabbouj, M., 2025, Advanced Information Networking and Applications: Proceedings of the 39th International Conference on Advanced Information Networking and Applications (AINA-2025), Volume 7. Springer, p. 352-365 14 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 251).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Malware Detection With Subspace Learning-Based One-Class Classification

  Al-Khshali, H. H., Ilyas, M., Sohrab, F. & Gabbouj, M., 2024, In: IEEE Access. 12, p. 81017-81029 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification

  Zahid, M. U., Degerli, A., Sohrab, F., Kiranyaz, S., Hamid, T., Mazhar, R. & Gabbouj, M., 2024, 2024 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3010-3016 (Proceedings : International Conference on Image Processing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Trustworthiness of X Users: A One-Class Classification Approach

  Khan, T., Sohrab, F., Michalas, A. & Gabbouj, M., 2024, Advanced Information Networking and Applications: Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Volume 2. Springer, Vol. 2. p. 331-343 13 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 200).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Credit Card Fraud Detection with Subspace Learning-based One-Class Classification

  Zaffar, Z., Sohrab, F., Kanniainen, J. & Gabbouj, M., 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 407-412 6 p. (IEEE Symposium on Computational Intelligence in Multi-Criteria Decision Making).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Graph-embedded subspace support vector data description

  Sohrab, F., Iosifidis, A., Gabbouj, M. & Raitoharju, J., 2023, In: Pattern Recognition. 133, 13 p., 108999.

  Research output: Contribution to journal › Article › Scientific › peer-review