652 citations
- University of CreteGR12 papers
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114 papers
The Informational Content in Lepto-Variance and Its Relation to Higher Moments
Vassilis Polimenis
Lepto-regression is defined as the machine learning process of constructing a Regression Tree of a target feature on itself. It is a novel, model-free method potentially revealing…
PEDESTRIAN: An Egocentric Vision Dataset for Obstacle Detection on Pavements
Marios Thoma, Zenonas Theodosiou, Harris Partaourides +3
Walking has always been a primary mode of transportation and is recognized as an essential activity for maintaining good health. Despite the need for safe walking conditions in urb…
Multi-node quantum key distribution network using existing underground optical fibre infrastructure
Mariella Minder, Andreas Siakolas, Stephanos Yerolatsitis +2
Quantum key distribution (QKD) offers unconditional information security by allowing two distant users to establish a common encryption key resilient to hacking. Resultingly, QKD n…
Instability and self-propulsion of flexible autophoretic filaments
Ursy Makanga, Akhil Varma, Panayiota Katsamba
Over the past decade, autophoretic colloids have emerged as a prototypical system for studying self-propelled motion at microscopic scales, with promising applications in microflui…
Accelerating Policy Synthesis in Large-Scale MDPs via Hierarchical Adaptive Refinement
Alexandros Evangelidis, Gricel Vázquez, Simos Gerasimou
Software-intensive systems, such as software product lines and robotics, utilise Markov decision processes (MDPs) to capture uncertainty and analyse sequential decision-making prob…
High-resolution optical and acoustic remote sensing datasets of the Puck Lagoon, Southern Baltic
Łukasz Janowski, Dimitrios Skarlatos, Panagiotis Agrafiotis +9
The very shallow marine basin of Puck Lagoon in the southern Baltic Sea, on the Northern coast of Poland, hosts valuable benthic habitats and cultural heritage sites. These include…