Suzana Veljanovska

Projects

• Machine Learning Mathematical Extension To Multiple Processors / Team member / ongoing
• Smart Cyber Defense: AI and Machine Learning for Industrial Control Systems / Team member / ongoing
• Reconfigurable Heterogeneous Highly Parallel Processing Platform for safe and secure AI / Team member / ongoing

Publications

• Veljanovska, Suzana; Doran, Hans Dermot,

  2025.

  Workflow for Safe-AI[paper].

  In:

  Embedded World Conference, Nuremberg, Germany, 11-13 March 2025.

  arXiv.

  Available from: https://doi.org/10.48550/arXiv.2503.14563

• Doran, Hans Dermot; Veljanovska, Suzana,

  2024.

  Reliability of CNN execution : a novel application of the single protected channel pattern[paper].

  In:

  2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA).

  29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova, Italy, 10-13 September 2024.

  IEEE.

  Available from: https://doi.org/10.1109/etfa61755.2024.10710935

• Doran, Hans Dermot; Veljanovska, Suzana,

  2024.

  An early-stage workflow proposal for the generation of safe and dependable AI classifiers[paper].

  In:

  43rd International Conference on Computer Safety, Reliability and Security (SafeComp), Florence, Italy, 17-20 September 2024.

  arXiv.

  Available from: https://doi.org/10.48550/arxiv.2410.01850

• Doran, Hans Dermot; Veljanovska, Suzana,

  2024.

  Hybrid convolutional neural networks with reliability guarantee[paper].

  In:

  2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W).

  54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Brisbane, Australia, 24-27 June 2024.

  IEEE.

  pp. 63-65.

  Available from: https://doi.org/10.1109/dsn-w60302.2024.00023

• Veljanovska, Suzana; Doran, Hans Dermot,

  2024.

  Performance examination of symbolic aggregate approximation in IoT applications[paper].

  In:

  Proceedings of the 2024 Embedded World Conference.

  Embedded World Conference, Nuremberg, Germany, 9-11 April 2024.

  WEKA.

  pp. 468-472.

  Available from: https://doi.org/10.21256/zhaw-30872

• Veljanovska, Suzana; Doran, Hans Dermot,

  2024.

  A workflow proposal for Safe-AI.

  In:

  European Conference on EDGE AI Technologies and Applications (EEAI), Cagliari, Italy, 21-23 October 2024.

• Veljanovska, Suzana; Doran, Hans Dermot,

  2024.

  Feasibility of utilizing symbolic aggregate approximation in IoT platforms.

  In:

  Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.

• Doran, Hans Dermot; Veljanovska, Suzana,

  2023.

  Outlook on the deployment and execution of mixed-criticality edge-AI applications.

  In:

  European Conference on EDGE AI Technologies and Applications – EEAI, Athens, Greece, 17-19 October 2023.

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