Suzana Veljanovska

Projekte

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

Publikationen

Schriftliche Konferenzbeiträge, peer-reviewed

• Doran, H. D., & Veljanovska, S. (2025). Partitioning of AI models for execution on mixed criticality systems : a workflow approach proposal. SAFECOMP 2025 Position Papers. https://doi.org/10.21256/zhaw-34095
• Veljanovska, S., & Doran, H. D. (2025, March 20). Workflow for Safe-AI. Embedded World Conference, Nuremberg, Germany, 11-13 March 2025. https://doi.org/10.48550/arXiv.2503.14563
• Doran, H. D., & Veljanovska, S. (2024, October 16). Reliability of CNN execution : a novel application of the single protected channel pattern. 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). https://doi.org/10.1109/etfa61755.2024.10710935
• Doran, H. D., & Veljanovska, S. (2024, October 1). An early-stage workflow proposal for the generation of safe and dependable AI classifiers. 43rd International Conference on Computer Safety, Reliability and Security (SafeComp), Florence, Italy, 17-20 September 2024. https://doi.org/10.48550/arxiv.2410.01850
• Doran, H. D., & Veljanovska, S. (2024). Hybrid convolutional neural networks with reliability guarantee [Conference paper]. 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 63–65. https://doi.org/10.1109/dsn-w60302.2024.00023
• Veljanovska, S., & Doran, H. D. (2024). Performance examination of symbolic aggregate approximation in IoT applications [Conference paper]. Proceedings of the 2024 Embedded World Conference, 468–472. https://doi.org/10.21256/zhaw-30872

Mündliche Konferenzbeiträge und Abstracts

• Veljanovska, S., & Doran, H. D. (2024, October 23). A workflow proposal for Safe-AI. European Conference on EDGE AI Technologies and Applications (EEAI), Cagliari, Italy, 21-23 October 2024.
• Veljanovska, S., & Doran, H. D. (2024, May 28). Feasibility of utilizing symbolic aggregate approximation in IoT platforms. Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
• Doran, H. D., & Veljanovska, S. (2023, October). Outlook on the deployment and execution of mixed-criticality edge-AI applications. European Conference on EDGE AI Technologies and Applications – EEAI, Athens, Greece, 17-19 October 2023.

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