19 citations · 29 across the 6 of their papers we have counts for
6 papers
Spectral properties of the Laplacian of temporal networks following a constant block Jacobi model
Zhana Kuncheva, Ognyan Kounchev
We study the behavior of the eigenvectors associated with the smallest eigenvalues of the Laplacian matrix of temporal networks. We consider the multilayer representation of tempor…
The TVBG-SEIR spline model for analysis of COVID-19 spread, and a Tool for prediction scenarios
Ognyan Kounchev, Georgi Simeonov, Zhana Kuncheva
Mathematical models are traditionally used to analyze the long-term global evolution of epidemics, to determine the potential and severity of an outbreak, and to provide critical i…
Spectral Multi-scale Community Detection in Temporal Networks with an Application
Zhana Kuncheva, Giovanni Montana
The analysis of temporal networks has a wide area of applications in a world of technological advances. An important aspect of temporal network analysis is the discovery of communi…
Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets
Zhana Kuncheva, Giovanni Montana
Spectral graph wavelets introduce a notion of scale in networks, and are thus used to obtain a local view of the network from each node. By carefully constructing a wavelet filter…
Exploring brain transcriptomic patterns: a topological analysis using spatial expression networks
Zhana Kuncheva, Michelle L. Krishnan, Giovanni Montana
Characterizing the transcriptome architecture of the human brain is fundamental in gaining an understanding of brain function and disease. A number of recent studies have investiga…
Community detection in multiplex networks using locally adaptive random walks
Zhana Kuncheva, Giovanni Montana
Multiplex networks, a special type of multilayer networks, are increasingly applied in many domains ranging from social media analytics to biology. A common task in these applicati…