CORDIS Project
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This research focuses on detecting anomalies in multidimensional networks, particularly in biomedical contexts. It aims to develop algorithms for centralized and distributed anomaly detection, leveraging topological frameworks and information theory to enhance performance in complex network environments.
The main research theme in this proposal is non-parametric anomaly (novelty) detection in multidimensional distributed networks.
First, we will address the centralized version of anomaly detection.
We will reformulate this abstract problem in a topological hypothesis testing framework that is directly applicable to bio-medical applications.
The research will focus on algorithm design, performance assessment and uncertainty management.
As part of this quest, we will investigate other closely rela…
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TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY
Israel, Haifa
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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