D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 31 Citations 8,282 69 World Ranking 7705 National Ranking 108

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Statistics
  • Machine learning

Sergio Gómez mainly focuses on Theoretical computer science, Modularity, Centrality, Complex system and Structure. The concepts of his Theoretical computer science study are interwoven with issues in Ranking, Multiplex, Markov chain and Virtual network. His Modularity research spans across into fields like Function, Computational complexity theory and Network topology.

In his study, Structure and Measure is inextricably linked to Partition, which falls within the broad field of Function. His Centrality study integrates concerns from other disciplines, such as Cluster analysis, Representation and Network theory. His Structure research integrates issues from Distributed computing and Topology.

His most cited work include:

  • Mathematical Formulation of Multilayer Networks (619 citations)
  • Diffusion dynamics on multiplex networks. (609 citations)
  • Dynamical Interplay between Awareness and Epidemic Spreading in Multiplex Networks (526 citations)

What are the main themes of his work throughout his whole career to date?

The scientist’s investigation covers issues in Theoretical computer science, Structure, Complex system, Multiplex and Modularity. His Theoretical computer science research is multidisciplinary, incorporating elements of Centrality, Transitive relation, Representation, Cluster analysis and Computation. His Centrality study deals with Network theory intersecting with Data science.

His Complex system study combines topics in areas such as Structure, Distributed computing, Partition and Algorithm. His studies in Multiplex integrate themes in fields like Layer and Topology. His Data mining research incorporates themes from Community structure and Single-linkage clustering.

He most often published in these fields:

  • Theoretical computer science (25.17%)
  • Structure (12.59%)
  • Complex system (11.89%)

What were the highlights of his more recent work (between 2017-2021)?

  • Theoretical computer science (25.17%)
  • Econometrics (3.50%)
  • Pairwise comparison (2.80%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Theoretical computer science, Econometrics, Pairwise comparison, Molecular network and Software engineering. His study deals with a combination of Theoretical computer science and Complete linkage. Sergio Gómez interconnects Estimation and Network theory in the investigation of issues within Econometrics.

His Network theory research includes elements of Betweenness centrality, Centrality, Mathematical optimization and Spatial dependence. His work investigates the relationship between Pairwise comparison and topics such as Statistical physics that intersect with problems in Markov chain. The various areas that he examines in his Partition study include Disease and Identification.

Between 2017 and 2021, his most popular works were:

  • A mathematical model for the spatiotemporal epidemic spreading of COVID19 (92 citations)
  • Effective approach to epidemic containment using link equations in complex networks (38 citations)
  • Abrupt phase transition of epidemic spreading in simplicial complexes (27 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Statistics
  • Machine learning

His primary areas of investigation include Econometrics, Reproduction, Secondary infection, Metapopulation and Mainland China. He has included themes like Relation and Network theory in his Econometrics study. His Reproduction studies intersect with other subjects such as Social distance and Psychological intervention.

His study on Metapopulation is intertwined with other disciplines of science such as Scale and Estimation. Mainland China is connected with Basic reproduction number, Outbreak, Incidence, Demography and Intensive care in his research. Sergio Gómez incorporates Basic reproduction number and Epidemiology in his studies.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Mathematical Formulation of Multilayer Networks

Manlio De Domenico;Albert Solé-Ribalta;Emanuele Cozzo;Mikko Kivelä.
Physical Review X (2013)

969 Citations

Diffusion dynamics on multiplex networks.

Sergio Gomez;Albert Diaz-Guilera;Albert Diaz-Guilera;Jesus Gomez-Gardeñes;Conrad J. Perez-Vicente.
Physical Review Letters (2013)

803 Citations

Dynamical Interplay between Awareness and Epidemic Spreading in Multiplex Networks

Clara Granell;Sergio Gómez;Alex Arenas.
Physical Review Letters (2013)

641 Citations

Analysis of the structure of complex networks at different resolution levels

Alex Arenas;Alex Arenas;Alex Arenas;Alberto Fernandez;Sergio Gomez.
New Journal of Physics (2008)

624 Citations

Mathematical Formulation of Multi-Layer Networks

Manlio De Domenico;Albert Solè-Ribalta;Emanuele Cozzo;Mikko Kivelä.
arXiv: Physics and Society (2013)

583 Citations

Explosive synchronization transitions in scale-free networks.

Jesús Gómez-Gardeñes;Sergio Gómez;Alex Arenas;Alex Arenas;Yamir Moreno.
Physical Review Letters (2011)

416 Citations

Discrete-time Markov chain approach to contact-based disease spreading in complex networks

S. Gómez;A. Arenas;Javier Borge-Holthoefer;S. Meloni;S. Meloni.
EPL (2010)

388 Citations

Portfolio selection using neural networks

Alberto Fernández;Sergio Gómez.
Computers & Operations Research (2007)

372 Citations

Navigability of interconnected networks under random failures

Manlio De Domenico;Albert Solé-Ribalta;Sergio Gómez;Alex Arenas.
Proceedings of the National Academy of Sciences of the United States of America (2014)

358 Citations

LHCb calorimeters : Technical Design Report

O Omelaenko;P Dalpiaz;Z Guzik;E Spiridenkov.
(2000)

349 Citations

Best Scientists Citing Sergio Gómez

Yamir Moreno

Yamir Moreno

University of Zaragoza

Publications: 83

Mason A. Porter

Mason A. Porter

University of California, Los Angeles

Publications: 73

Alex Arenas

Alex Arenas

Rovira i Virgili University

Publications: 66

Jürgen Kurths

Jürgen Kurths

Potsdam Institute for Climate Impact Research

Publications: 59

Vito Latora

Vito Latora

Queen Mary University of London

Publications: 59

Stefano Boccaletti

Stefano Boccaletti

Institute for Complex Systems

Publications: 48

Jesús Gómez-Gardeñes

Jesús Gómez-Gardeñes

University of Zaragoza

Publications: 35

Danielle S. Bassett

Danielle S. Bassett

University of Pennsylvania

Publications: 32

Ginestra Bianconi

Ginestra Bianconi

Queen Mary University of London

Publications: 31

Matjaz Perc

Matjaz Perc

University of Maribor

Publications: 28

Renaud Lambiotte

Renaud Lambiotte

University of Oxford

Publications: 27

Ying-Cheng Lai

Ying-Cheng Lai

Arizona State University

Publications: 27

Michael Small

Michael Small

University of Western Australia

Publications: 25

Hai-Feng Zhang

Hai-Feng Zhang

Chinese Academy of Sciences

Publications: 25

Peter J. Mucha

Peter J. Mucha

Dartmouth College

Publications: 24

Ljupco Kocarev

Ljupco Kocarev

Macedonian Academy of Sciences and Arts

Publications: 24

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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