4 citations · 5 across the 7 of their papers we have counts for
7 papers
Algorithmic exploration of the unit distance problem in the rational plane
Panteleimon Rodis
This paper presents reproducible experimental evidence on unit-distance graph density. Our approach is based on a novel algorithmic exploration of the rational plane for the genera…
Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation
Panteleimon Rodis
This paper introduces a framework specifically designed for sparse and irregular time series {risk estimation}. It is based on a Transformer Autoencoder with local attention, which…
On defining and modeling context-awareness
Panteleimon Rodis
Purpose - This paper presents a methodology for defining and modeling context-awareness and describing efficiently the interactions between systems, applications and their context.…
Towards automated data analysis: A guided framework for LLM-based risk estimation
Panteleimon Rodis
Large Language Models (LLMs) are increasingly integrated into critical decision-making pipelines, a trend that raises the demand for robust and automated data analysis. Current app…
Information entropy as an anthropomorphic concept
Panteleimon Rodis
According to E.T. Jaynes and E.P. Wigner, entropy is an anthropomorphic concept in the sense that in a physical system correspond many thermodynamic systems. The physical system ca…
Model for networks of spatial objects and simulation of geographical phenomena propagation
Panteleimon Rodis
The topic of this paper is the presentation of a new network model designed for networks consisting of spatial objects. This model allows the development of more advance representa…
Connection errors in networks of linear features and the application of geometrical reduction in spatial data algorithms
Panteleimon Rodis
We present a study on connection errors in networks of linear features and methods of error detection. We model networks with special connection specifications as networks with hie…