Zobrazeno 1 - 10
of 58
pro vyhledávání: '"Maletić, Slobodan"'
Publikováno v:
In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena May 2024 182
A general method for constructing simplicial complex from observed time series of dynamical systems based on the delay coordinate reconstruction procedure is presented. The obtained simplicial complex preserves all pertinent topological features of t
Externí odkaz:
http://arxiv.org/abs/1510.06933
Publikováno v:
FME Transactions, Vol 49, Iss 1, Pp 225-232 (2021)
This paper presents two Machine Learning models that classify time series data given from smartwatch accelerometer of observed subjects. For the purpose of classification we use Deep Neural Network and Random Forest classifier algorithms. The compari
Externí odkaz:
https://doaj.org/article/042bc27ebef74825adba420854eecb94
Akademický článek
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In online communications, patterns of conduct of individual actors and use of emotions in the process can lead to a complex social graph exhibiting multilayered structure and mesoscopic communities. Using simplicial complexes representation of graphs
Externí odkaz:
http://arxiv.org/abs/1410.7259
Autor:
Maletic, Slobodan, Rajkovic, Milan
Geometric realization of opinion is considered as a simplex and the opinion space of a group of individuals is a simplicial complex whose topological features are monitored in the process of opinion formation. The agents are physically located on the
Externí odkaz:
http://arxiv.org/abs/1212.1940
Publikováno v:
Thermal Science. 2022, Vol. 26 Issue 6B, p5043-5051. 9p.
Long lived topological features are distinguished from short lived ones (considered as topological noise) in simplicial complexes constructed from complex networks. A new topological invariant, persistent homology, is determined and presented as a pa
Externí odkaz:
http://arxiv.org/abs/0811.2203
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 15 July 2018 502:459-468
Autor:
Maletić, Slobodan, Zhao, Yi
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 15 February 2018 492:1419-1430