Matthias Dehmer
Matthias Dehmer
Swiss Distance University of Applied Sciences, UMIT, Hall, Tyrol, Austria, Nankai University
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A history of graph entropy measures
M Dehmer, A Mowshowitz
Information Sciences 181 (1), 57-78, 2011
Information processing in complex networks: Graph entropy and information functionals
M Dehmer
Applied Mathematics and Computation 201 (1-2), 82-94, 2008
An introductory review of deep learning for prediction models with big data
F Emmert-Streib, Z Yang, H Feng, S Tripathi, M Dehmer
Frontiers in Artificial Intelligence 3, 4, 2020
Knowledge discovery and interactive data mining in bioinformatics-state-of-the-art, future challenges and research directions
A Holzinger, M Dehmer, I Jurisica
BMC bioinformatics 15 (6), 1-9, 2014
Fifty years of graph matching, network alignment and network comparison
F Emmert-Streib, M Dehmer, Y Shi
Information sciences 346, 180-197, 2016
Gene regulatory networks and their applications: understanding biological and medical problems in terms of networks
F Emmert-Streib, M Dehmer, B Haibe-Kains
Frontiers in cell and developmental biology 2, 38, 2014
On structure-sensitivity of degree-based topological indices
B Furtula, I Gutman, M Dehmer
Applied Mathematics and Computation 219 (17), 8973-8978, 2013
A review of connectivity map and computational approaches in pharmacogenomics
A Musa, LS Ghoraie, SD Zhang, G Glazko, O Yli-Harja, M Dehmer, ...
Briefings in bioinformatics 19 (3), 506-523, 2018
Extremality of degree-based graph entropies
S Cao, M Dehmer, Y Shi
Information Sciences 278, 22-33, 2014
Entropy and the complexity of graphs revisited
A Mowshowitz, M Dehmer
Entropy 14 (3), 559-570, 2012
Networks for systems biology: conceptual connection of data and function
F Emmert-Streib, M Dehmer
IET systems biology 5 (3), 185-207, 2011
Analysis of complex networks: from biology to linguistics
M Dehmer, F Emmert-Streib
John Wiley & Sons, 2009
A new coupled disease-awareness spreading model with mass media on multiplex networks
C Xia, Z Wang, C Zheng, Q Guo, Y Shi, M Dehmer, Z Chen
Information Sciences 471, 185-200, 2019
Analysis of microarray data: a network-based approach
M Dehmer, F Emmert-Streib
John Wiley & Sons, 2008
On entropy-based molecular descriptors: Statistical analysis of real and synthetic chemical structures
M Dehmer, K Varmuza, S Borgert, F Emmert-Streib
Journal of chemical information and modeling 49 (7), 1655-1663, 2009
Structural analysis of complex networks
M Dehmer
Springer Science & Business Media, 2010
A note on distance-based graph entropies
Z Chen, M Dehmer, Y Shi
Entropy 16 (10), 5416-5427, 2014
Quantitative graph theory
M Dehmer, V Kraus, F Emmert-Streib, S Pickl
CRC press, 2014
Interplay between SIR-based disease spreading and awareness diffusion on multiplex networks
C Zheng, C Xia, Q Guo, M Dehmer
Journal of Parallel and Distributed Computing 115, 20-28, 2018
Information indices with high discriminative power for graphs
M Dehmer, M Grabner, K Varmuza
PLoS One 7 (2), e31214, 2012
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