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Máté Szalay-Beko

dblp:93/10544 · DBLP profile ↗
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2ranked-venue papers
1as first author
0since 2021 · last 2019
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 2 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
2 papers
Bioinformatics and computational biology · 100%

Topics — the 6 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology › network bioinformatics › biological network analysis › network visualization
biological network visualization
0.412019
The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein-protein interaction and signalling networks · Bioinform. 2019
Bioinformatics and computational biology › biological network
network biology
0.412019
The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein-protein interaction and signalling networks · Bioinform. 2019
Bioinformatics and computational biology › network bioinformatics › biological network analysis
functional module identification
0.112012
ModuLand plug-in for Cytoscape: determination of hierarchical layers of overlapping network modules and community centrality · Bioinform. 2012
Bioinformatics and computational biology › network bioinformatics › biological network analysis
network analysis
0.112012
ModuLand plug-in for Cytoscape: determination of hierarchical layers of overlapping network modules and community centrality · Bioinform. 2012
Bioinformatics and computational biology › protein analysis › protein-protein interaction
protein-protein interaction network
0.112019
The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein-protein interaction and signalling networks · Bioinform. 2019
Bioinformatics and computational biology › systems biology
metabolic network
0.012012
ModuLand plug-in for Cytoscape: determination of hierarchical layers of overlapping network modules and community centrality · Bioinform. 2012

Methods — techniques the papers use, named apart from their topics

network representation theory · 0.4information loss scoring · 0.4hierarchical module detection · 0.1community centrality · 0.1
YearPublicationVenuePosition
2019 The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein-protein interaction and signalling networks
abstract
MOTIVATION: Network visualizations of complex biological datasets usually result in 'hairball' images, which do not discriminate network modules. RESULTS: We present the EntOptLayout Cytoscape plug-in based on a recently developed network representation theory. The plug-in provides an efficient visualization of network modules, which represent major protein complexes in protein-protein interaction and signalling networks. Importantly, the tool gives a quality score of the network visualization by calculating the information loss between the input data and the visual representation showing a 3- to 25-fold improvement over conventional methods. AVAILABILITY AND IMPLEMENTATION: The plug-in (running on Windows, Linux, or Mac OS) and its tutorial (both in written and video forms) can be downloaded freely under the terms of the MIT license from: http://apps.cytoscape.org/apps/entoptlayout. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
Bence Ágg, Andrea Császár, Máté Szalay-Beko, Dániel V. Veres, Réka Mizsei, Péter Ferdinandy, Peter Csermely, István A. Kovács
Bioinform.3
2012 ModuLand plug-in for Cytoscape: determination of hierarchical layers of overlapping network modules and community centrality
abstract
UNLABELLED: The ModuLand plug-in provides Cytoscape users an algorithm for determining extensively overlapping network modules. Moreover, it identifies several hierarchical layers of modules, where meta-nodes of the higher hierarchical layer represent modules of the lower layer. The tool assigns module cores, which predict the function of the whole module, and determines key nodes bridging two or multiple modules. The plug-in has a detailed JAVA-based graphical interface with various colouring options. The ModuLand tool can run on Windows, Linux or Mac OS. We demonstrate its use on protein structure and metabolic networks. AVAILABILITY: The plug-in and its user guide can be downloaded freely from: http://www.linkgroup.hu/modules.php.
Máté Szalay-Beko, Robin Palotai, Balázs Szappanos, István A. Kovács, Balázs Papp, Peter Csermely
Bioinform.1