Fahad Sohrab

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Myocardial Infarction

Support Vector Data Description

Facial Expressions

Credit Card Fraud Detection

Top Venues

Pattern Recognit.

Publications

Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj
Malware Detection With Subspace Learning-Based One-Class Classification. IEEE Access 12 (2024)
Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
Trustworthiness of X Users: A One-Class Classification Approach. CoRR (2024)
Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. AINA (2) (2024)
Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR (2024)
Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj
Improved Active Fire Detection using Operational U-Nets. CoRR (2023)
Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR (2023)
Kai-Kristian Kemell, Ville Vakkuri, Fahad Sohrab
How Do AI Ethics Principles Work? From Process to Product Point of View. Tethics (2023)
Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. CoRR (2023)
Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Convolutional autoencoder-based multimodal one-class classification. CoRR (2023)
Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
One-Class Classification for Intrusion Detection on Vehicular Networks. SSCI (2023)
Fahad Sohrab, Firas Laakom, Moncef Gabbouj
Newton Method-based Subspace Support Vector Data Description. CoRR (2023)
Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. SSCI (2023)
Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
Graph-embedded subspace support vector data description. Pattern Recognit. 133 (2023)
Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
One-Class Classification for Intrusion Detection on Vehicular Networks. CoRR (2023)
Fahad Sohrab, Firas Laakom, Moncef Gabbouj
Newton Method-Based Subspace Support Vector Data Description. SSCI (2023)
Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR (2022)
Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions. CoRR (2022)
Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC (2022)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Multimodal subspace support vector data description. Pattern Recognit. 110 (2021)
Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo
AnomalyHop: An SSL-based Image Anomaly Localization Method. VCIP (2021)
Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
Graph-Embedded Subspace Support Vector Data Description. CoRR (2021)
Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo
AnomalyHop: An SSL-based Image Anomaly Localization Method. CoRR (2021)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ellipsoidal Subspace Support Vector Data Description. IEEE Access 8 (2020)
Fahad Sohrab, Jenni Raitoharju
Boosting rare benthic macroinvertebrates taxa identification with one-class classification. CoRR (2020)
Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj
Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct (2020)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Ellipsoidal Subspace Support Vector Data Description. CoRR (2020)
Fahad Sohrab, Jenni Raitoharju
Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification. SSCI (2020)
Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Multimodal Subspace Support Vector Data Description. CoRR (2019)
Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Subspace Support Vector Data Description. CoRR (2018)
Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
Subspace Support Vector Data Description. ICPR (2018)
Fahad Sohrab, Hakan Erdogan
Recognize and separate approach for speech denoising using nonnegative matrix factorization. EUSIPCO (2015)