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ORCIDFahad Sohrab
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2020 – today
- 2024
[j4]Hasan H. Al-Khshali
, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj:
Malware Detection With Subspace Learning-Based One-Class Classification. IEEE Access 12: 81017-81029 (2024)- [c11]Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj:
Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. AINA (2) 2024: 331-343 - [i18]Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj:
Trustworthiness of X Users: A One-Class Classification Approach. CoRR abs/2402.02066 (2024) - [i17]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 abs/2402.06530 (2024) - [i16]Aoming Liang, Qi Liu, Lei Xu, Fahad Sohrab, Weicheng Cui, Changhui Song, Moncef Gabbouj:
Conformal Prediction on Quantifying Uncertainty of Dynamic Systems. CoRR abs/2412.10459 (2024) - [i15]Sertac Kilickaya, Mete Ahishali, Cansu Celebioglu, Fahad Sohrab, Levent Eren, Turker Ince, Murat Askar, Moncef Gabbouj:
Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description. CoRR abs/2412.10792 (2024) - 2023
- [j3]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-embedded subspace support vector data description. Pattern Recognit. 133: 108999 (2023) - [c10]Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj:
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. SSCI 2023: 407-412 - [c9]Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj:
One-Class Classification for Intrusion Detection on Vehicular Networks. SSCI 2023: 1176-1182 - [c8]Fahad Sohrab, Firas Laakom, Moncef Gabbouj:
Newton Method-Based Subspace Support Vector Data Description. SSCI 2023: 1372-1379 - [c7]Kai-Kristian Kemell, Ville Vakkuri, Fahad Sohrab:
How Do AI Ethics Principles Work? From Process to Product Point of View. Tethics 2023: 24-38 - [i14]Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Improved Active Fire Detection using Operational U-Nets. CoRR abs/2304.09721 (2023) - [i13]Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR abs/2304.09730 (2023) - [i12]Fahad Sohrab, Firas Laakom, Moncef Gabbouj:
Newton Method-based Subspace Support Vector Data Description. CoRR abs/2309.13960 (2023) - [i11]Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Convolutional autoencoder-based multimodal one-class classification. CoRR abs/2309.14090 (2023) - [i10]Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj:
One-Class Classification for Intrusion Detection on Vehicular Networks. CoRR abs/2309.14134 (2023) - [i9]Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj:
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. CoRR abs/2309.14880 (2023) - 2022
- [b1]Fahad Sohrab:
Subspace Support Vector Data Description and Extensions. University of Tampere, Finland, 2022 - [c6]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC 2022: 1-4 - [i8]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR abs/2204.07253 (2022) - [i7]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 abs/2209.13542 (2022) - 2021
- [j2]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal subspace support vector data description. Pattern Recognit. 110: 107648 (2021) - [c5]Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo:
AnomalyHop: An SSL-based Image Anomaly Localization Method. VCIP 2021: 1-5 - [i6]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-Embedded Subspace Support Vector Data Description. CoRR abs/2104.14370 (2021) - [i5]Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo:
AnomalyHop: An SSL-based Image Anomaly Localization Method. CoRR abs/2105.03797 (2021) - 2020
- [j1]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. IEEE Access 8: 122013-122025 (2020) - [c4]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj:
Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct 2020: 704-707 - [c3]Fahad Sohrab, Jenni Raitoharju:
Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class Classification. SSCI 2020: 928-933 - [i4]Fahad Sohrab, Jenni Raitoharju:
Boosting rare benthic macroinvertebrates taxa identification with one-class classification. CoRR abs/2002.10420 (2020) - [i3]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ellipsoidal Subspace Support Vector Data Description. CoRR abs/2003.09504 (2020)
2010 – 2019
- 2019
- [i2]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal Subspace Support Vector Data Description. CoRR abs/1904.07698 (2019) - 2018
- [c2]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Subspace Support Vector Data Description. ICPR 2018: 722-727 - [i1]Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis:
Subspace Support Vector Data Description. CoRR abs/1802.03989 (2018) - 2015
- [c1]Fahad Sohrab, Hakan Erdogan:
Recognize and separate approach for speech denoising using nonnegative matrix factorization. EUSIPCO 2015: 1083-1087
Coauthor Index
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