Fahad Sohrab

According to our database, Fahad Sohrab authored at least 22 papers between 2015 and 2024.

Collaborative distances:

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

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

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