Fahad Sohrab

According to our database, Fahad Sohrab authored at least 33 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Reports to Ontologies: Ontology-Guided Representation Learning for 12-Lead ECG.

Lei Xu, Fahad Sohrab, Mehmet Yamac, Merja Heinäniemi, Moncef Gabbouj

CoRR, May, 2026

Optimizing Material Flow in Industrial Warehousing: A Human-Centric Industrial Metaverse.

Anni Lignell, Fahad Sohrab, Moncef Gabbouj

IEEE Access, 2026

A Two-Way Survey of Intrinsically Interpretable Deep Learning for Tabular Data: Bridging Methods and Systems.

Muhammad Ilyas, Kenenna Okafor, Fahad Sohrab, Pekka Abrahamsson

IEEE Access, 2026

2025

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

Pengfei Bi, Mei Chen, Xue Du, Fahad Sohrab, Moncef Gabbouj

IEEE Trans. Consumer Electron., November, 2025

To Vaccinate or not to Vaccinate? Analyzing 𝕏 Power over the Pandemic.

Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj

CoRR, March, 2025

Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach.

Thomas Debelle, Fahad Sohrab, Pekka Abrahamsson, Moncef Gabbouj

CoRR, February, 2025

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

Faiz Muhammad Chaudhry, Jarno Ralli, Jérôme Leudet, Fahad Sohrab, Farhad Pakdaman, Pierre Corbani, Moncef Gabbouj

IEEE Trans Autom. Sci. Eng., 2025

To Vaccinate or Not to Vaccinate? Analyzing $\mathbb {X}$ Power over the Pandemic.

Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj

Proceedings of the Advanced Information Networking and Applications, 2025

2024

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

Sertac Kilickaya, Mete Ahishali, Cansu Celebioglu, Fahad Sohrab, Levent Eren, Turker Ince, Murat Askar, Moncef Gabbouj

CoRR, 2024

Conformal Prediction on Quantifying Uncertainty of Dynamic Systems.

Aoming Liang, Qi Liu, Lei Xu, Fahad Sohrab, Weicheng Cui, Changhui Song, Moncef Gabbouj

CoRR, 2024

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

Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj

CoRR, 2024

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

Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj

CoRR, 2024

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

Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj

IEEE Access, 2024

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

Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj

Proceedings of the IEEE International Conference on Image Processing, 2024

Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach.

Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj

Proceedings of the Advanced Information Networking and Applications, 2024

2023

Graph-embedded subspace support vector data description.

Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju

Pattern Recognit., 2023

Convolutional autoencoder-based multimodal one-class classification.

Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2023

Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification.

Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj

CoRR, 2023

Improved Active Fire Detection using Operational U-Nets.

Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj

CoRR, 2023

How Do AI Ethics Principles Work? From Process to Product Point of View.

Kai-Kristian Kemell, Ville Vakkuri, Fahad Sohrab

Proceedings of the Conference on Technology Ethics 2023 - Tethics 2023, 2023

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

Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Newton Method-Based Subspace Support Vector Data Description.

Fahad Sohrab, Firas Laakom, Moncef Gabbouj

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

One-Class Classification for Intrusion Detection on Vehicular Networks.

Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022

Subspace Support Vector Data Description and Extensions.

Fahad Sohrab

PhD thesis, 2022

EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions.

Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

CoRR, 2022

Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography.

Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the Computing in Cardiology, 2022

2021

Multimodal subspace support vector data description.

Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

Pattern Recognit., 2021

AnomalyHop: An SSL-based Image Anomaly Localization Method.

Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

2020

Ellipsoidal Subspace Support Vector Data Description.

Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

IEEE Access, 2020

Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification.

Fahad Sohrab, Jenni Raitoharju

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Facial expression based satisfaction index for empathic buildings.

Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2018

Subspace Support Vector Data Description.

Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2015

Recognize and separate approach for speech denoising using nonnegative matrix factorization.

Fahad Sohrab, Hakan Erdogan

Proceedings of the 23rd European Signal Processing Conference, 2015