Fahad Sohrab

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Fahad Sohrab

 https://orcid.org/0000-0002-8080-4011
20182024

Research activity per year

  • 13 Conference contribution
  • 4 Article
  • 1 Doctoral thesis
  • 1 Preprint

Search results

  • 2024

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

    Kilickaya, S., Ahishali, M., Celebioglu, C., Sohrab, F., Eren, L., Ince, T., Askar, M. & Gabbouj, M., 14 Dec 2024, (Submitted).

    Research output: Working paper › Preprint › Research

    File
    1 Downloads (Pure)

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

    Al-Khshali, H. H., Ilyas, M., Sohrab, F. & Gabbouj, M., 2024, In: IEEE Access. 12, p. 81017-81029 13 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    28 Downloads (Pure)

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

    Zahid, M. U., Degerli, A., Sohrab, F., Kiranyaz, S., Hamid, T., Mazhar, R. & Gabbouj, M., 2024, 2024 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3010-3016 (Proceedings : International Conference on Image Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    7 Downloads (Pure)

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

    Khan, T., Sohrab, F., Michalas, A. & Gabbouj, M., 2024, Advanced Information Networking and Applications: Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Volume 2. Springer, Vol. 2. p. 331-343 13 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 200).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    1 Downloads (Pure)
  • 2023

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

    Zaffar, Z., Sohrab, F., Kanniainen, J. & Gabbouj, M., 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 407-412 6 p. (IEEE Symposium on Computational Intelligence in Multi-Criteria Decision Making).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    16 Downloads (Pure)

  • Graph-embedded subspace support vector data description

    Sohrab, F., Iosifidis, A., Gabbouj, M. & Raitoharju, J., 2023, In: Pattern Recognition. 133, 13 p., 108999.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    14 Citations (Scopus)
    16 Downloads (Pure)

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

    Kemell, K. K., Vakkuri, V. & Sohrab, F., 2023, Proceedings of the Conference on Technology Ethics 2023 - Tethics 2023: Turku, Finland, October 18-19, 2023. CEUR-WS, p. 24-38 15 p. (CEUR Workshop Proceedings; vol. 3582).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    37 Downloads (Pure)

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

    Kilickaya, S., Ahishali, M., Sohrab, F., Ince, T. & Gabbouj, M., 2023, 2023 Photonics and Electromagnetics Research Symposium, PIERS 2023 - Proceedings: Proceedings. IEEE, p. 953-959 (Photonics & Electromagnetics Research Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    6 Downloads (Pure)

  • Improved Active Fire Detection Using Operational U-nets

    Devecioglu, Ö., Ahishali, M., Sohrab, F., Ince, T. & Gabbouj, M., 2023, 2023 Photonics and Electromagnetics Research Symposium, PIERS 2023 - Proceedings. IEEE, p. 692-697 (Photonics & Electromagnetics Research Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    11 Downloads (Pure)

  • Newton Method-Based Subspace Support Vector Data Description

    Sohrab, F., Laakom, F. & Gabbouj, M., 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 1372-1379 8 p. ( IEEE Symposium on Computational Intelligence in Multi-Criteria Decision Making).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    1 Downloads (Pure)

  • One-Class Classification for Intrusion Detection on Vehicular Networks

    Guidry, J., Sohrab, F., Gottumukkala, R., Katragadda, S. & Gabbouj, M., 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 1176-1182 7 p. (IEEE Symposium on Computational Intelligence in Multi-Criteria Decision Making).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    6 Downloads (Pure)
  • 2022

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

    Degerli, A., Sohrab, F., Kiranyaz, S. & Gabbouj, M., Sept 2022, 2022 Computing in Cardiology (CinC). IEEE, Vol. 49. p. 1-4 (Computing in Cardiology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    12 Citations (Scopus)
    18 Downloads (Pure)

  • Subspace Support Vector Data Description and Extensions

    Sohrab, F., 2022, Tampere: Tampere University. (Tampere University Dissertations - Tampereen yliopiston väitöskirjat; vol. 603)

    Research output: Book/Report › Doctoral thesis › Collection of Articles

    Open Access
  • 2021

    AnomalyHop: An SSL-based Image Anomaly Localization Method

    Zhang, K., Wang, B., Wang, W., Sohrab, F., Gabbouj, M. & Kuo, C. C. J., 19 Jan 2021, 2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings. IEEE, (Visual communications and image processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    6 Downloads (Pure)

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

    Sohrab, F. & Raitoharju, J., 2021, 2020 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 928-933 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    11 Citations (Scopus)
    25 Downloads (Pure)

  • Multimodal subspace support vector data description

    Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2021, In: Pattern Recognition. 110, 13 p., 107648.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    29 Citations (Scopus)
    23 Downloads (Pure)
  • 2020

    Ellipsoidal Subspace Support Vector Data Description

    Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2020, In: IEEE Access. 8, p. 122013-122025 13 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    15 Citations (Scopus)
    46 Downloads (Pure)

  • Facial expression based satisfaction index for empathic buildings

    Sohrab, F., Raitoharju, J. & Gabbouj, M., 10 Sept 2020, UbiComp/ISWC 2020 Adjunct - Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers. ACM, p. 704-707 4 p. (UbiComp/ISWC 2020 Adjunct - Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    47 Downloads (Pure)
  • 2018

    Subspace Support Vector Data Description

    Sohrab, F., Raitoharju, J., Gabbouj, M. & Iosifidis, A., Aug 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 722-727 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    56 Citations (Scopus)