Recognize and separate approach for speech denoising using nonnegative matrix factorization. - Fahad Sohrab; Hakan Erdogan (EUSIPCO, 2015)

Subspace Support Vector Data Description. - Fahad Sohrab; Jenni Raitoharju; Moncef Gabbouj; Alexandros Iosifidis (ICPR, 2018)

Facial expression based satisfaction index for empathic buildings. - Fahad Sohrab; Jenni Raitoharju; Moncef Gabbouj (UbiComp/ISWC Adjunct, 2020)

Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification. - Fahad Sohrab; Jenni Raitoharju (SSCI, 2020)

Ellipsoidal Subspace Support Vector Data Description. - Fahad Sohrab; Jenni Raitoharju; Alexandros Iosifidis; Moncef Gabbouj (IEEE Access, 2020)

AnomalyHop: An SSL-based Image Anomaly Localization Method. - Kaitai Zhang; Bin Wang 040; Wei Wang 352; Fahad Sohrab; Moncef Gabbouj; C.-C. Jay Kuo (VCIP, 2021)

Multimodal subspace support vector data description. - Fahad Sohrab; Jenni Raitoharju; Alexandros Iosifidis; Moncef Gabbouj (Pattern Recognit., 2021)

Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. - Aysen Degerli; Fahad Sohrab; Serkan Kiranyaz; Moncef Gabbouj (CinC, 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)

Subspace Support Vector Data Description and Extensions. - Fahad Sohrab (2022)

One-Class Classification for Intrusion Detection on Vehicular Networks. - Jake Guidry; Fahad Sohrab; Raju Gottumukkala; Satya Katragadda; Moncef Gabbouj (SSCI, 2023)

Newton Method-Based Subspace Support Vector Data Description. - Fahad Sohrab; Firas Laakom; Moncef Gabbouj (SSCI, 2023)

Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. - Zaffar Zaffar; Fahad Sohrab; Juho Kanniainen; Moncef Gabbouj (SSCI, 2023)

How Do AI Ethics Principles Work? From Process to Product Point of View. - Kai-Kristian Kemell; Ville Vakkuri; Fahad Sohrab (Tethics, 2023)

Improved Active Fire Detection using Operational U-Nets. - Ozer Can Devecioglu; Mete Ahishali; Fahad Sohrab; Turker Ince; 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)

Convolutional autoencoder-based multimodal one-class classification. - Firas Laakom; Fahad Sohrab; Jenni Raitoharju; Alexandros Iosifidis; Moncef Gabbouj (CoRR, 2023)

Graph-embedded subspace support vector data description. - Fahad Sohrab; Alexandros Iosifidis; Moncef Gabbouj; Jenni Raitoharju (Pattern Recognit., 2023)

Trustworthiness of $ mathbb {X}$ Users: A One-Class Classification Approach. - Tanveer Khan; Fahad Sohrab; Antonis Michalas; Moncef Gabbouj (AINA (2), 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 (ICIP, 2024)

Malware Detection With Subspace Learning-Based One-Class Classification. - Hasan H. Al-Khshali; Muhammad Ilyas 001; Fahad Sohrab; Moncef Gabbouj (IEEE Access, 2024)

Trustworthiness of X Users: A One-Class Classification Approach. - Tanveer Khan; Fahad Sohrab; Antonis Michalas; 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)

Conformal Prediction on Quantifying Uncertainty of Dynamic Systems. - Aoming Liang; Qi Liu; Lei Xu 036; Fahad Sohrab; Weicheng Cui; Changhui Song; Moncef Gabbouj (CoRR, 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)

To Vaccinate or Not to Vaccinate? Analyzing $ mathbb {X}$ Power over the Pandemic. - Tanveer Khan; Fahad Sohrab; Antonis Michalas; Moncef Gabbouj (AINA (7), 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)

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, 2025)

To Vaccinate or not to Vaccinate? Analyzing 𝕏 Power over the Pandemic. - Tanveer Khan; Fahad Sohrab; Antonis Michalas; Moncef Gabbouj (CoRR, 2025)