Researcher profile
Elena Tsiporkova
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Spatiotemporal Context Detection In Distributed Systems Events With An Application On Network Communication Alarms
2024 · Procedia Computer Science
Distributed systems, characterized by their inherent heterogeneity, frequently encounter challenges in managing and interpreting a multitude of events. In this study, we advocate for a standardized methodology designed to address these issues in diverse distributed …
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Forecasting Traffic Progression in Terms of Semantically Interpretable States by Exploring Multiple Data Representations
2025 · IEEE Transactions on Intelligent Transportation Systems
In the rapidly evolving landscape of mobility modelling, the application of deep learning approaches introduces both opportunities and challenges. Such approaches, while powerful, yield opaque models that lack interpretability and adaptability to diverse traffic contexts. …