Gene regulatory networks and their applications: understanding biological and medical problems in terms of networks

F Emmert-Streib, M Dehmer… - Frontiers in cell and …, 2014 - frontiersin.org
In recent years gene regulatory networks (GRNs) have attracted a lot of interest and many
methods have been introduced for their statistical inference from gene expression data …

From the connectivity index to various Randić-type descriptors

Y Ma, Y Shi, I Gutman, B Furtula - MATCH Communications in …, 2018 - scidar.kg.ac.rs
The Randić index was proposed by Randić in 1975 and has been widely studied in different
areas. We briefly review the Randić index and various Randić-type descriptors from 1975 to …

Fifty years of graph matching, network alignment and network comparison

F Emmert-Streib, M Dehmer, Y Shi - Information sciences, 2016 - Elsevier
In this paper we survey methods for performing a comparative graph analysis and explain
the history, foundations and differences of such techniques of the last 50 years. While …

[图书][B] Quantitative graph theory

M Dehmer, V Kraus, F Emmert-Streib, S Pickl - 2014 - api.taylorfrancis.com
Graph theory [12, 83, 86] is a relatively new branch of mathematics and the main body of
fundamental results dates back to the seminal contribution due to König [111]. Earlier …

Quantitative graph theory: a new branch of graph theory and network science

M Dehmer, F Emmert-Streib, Y Shi - Information Sciences, 2017 - Elsevier
In this paper, we describe some highlights of the new branch quantitative graph theory and
explain its significant different features compared to classical graph theory. The main goal of …

Interrelations of graph distance measures based on topological indices

M Dehmer, F Emmert-Streib, Y Shi - PloS one, 2014 - journals.plos.org
In this paper, we derive interrelations of graph distance measures by means of inequalities.
For this investigation we are using graph distance measures based on topological indices …

Hosoya entropy of fullerene graphs

M Ghorbani, M Dehmer, M Rajabi-Parsa… - Applied Mathematics …, 2019 - Elsevier
Entropy-based methods are useful tools for investigating various problems in mathematical
chemistry, computational physics and pattern recognition. In this paper we introduce a …

Graph operations based on using distance-based graph entropies

M Ghorbani, M Dehmer, S Zangi - Applied Mathematics and Computation, 2018 - Elsevier
Let G be a connected graph. The eccentricity of vertex v is the maximum distance between v
and other vertices of G. In this paper, we study a new version of graph entropy based on …

Information-theoretic concepts for the analysis of complex networks

M Dehmer - Applied Artificial Intelligence, 2008 - Taylor & Francis
In this article, we present information-theoretic concepts for analyzing complex networks. We
see that the application of information-theoretic concepts to networks leads to interesting …

Integrative network biology: graph prototyping for co-expression cancer networks

KG Kugler, LAJ Mueller, A Graber, M Dehmer - PloS one, 2011 - journals.plos.org
Network-based analysis has been proven useful in biologically-oriented areas, eg, to
explore the dynamics and complexity of biological networks. Investigating a set of networks …