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
Engineering and Technology D-index 74 Citations 27,627 174 World Ranking 211 National Ranking 2

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Statistics
  • The Internet

Alain Barrat mostly deals with Theoretical computer science, Complex network, Evolving networks, Statistical physics and Face-to-face. His Theoretical computer science research includes themes of Network topology, Structure, The Internet and Communications system. His studies link Data science with Complex network.

His work carried out in the field of Data science brings together such families of science as Causal structure and Network data. The concepts of his Statistical physics study are interwoven with issues in Discrete mathematics and Degree. His study in Public health is interdisciplinary in nature, drawing from both Developmental psychology and Isolation.

His most cited work include:

  • The architecture of complex weighted networks (2732 citations)
  • Dynamical Processes on Complex Networks (1271 citations)
  • The role of the airline transportation network in the prediction and predictability of global epidemics (860 citations)

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

Alain Barrat spends much of his time researching Statistical physics, Complex network, Theoretical computer science, Data mining and Data science. His work on Statistical mechanics as part of general Statistical physics research is frequently linked to Focus, bridging the gap between disciplines. His study looks at the relationship between Complex network and topics such as Complex system, which overlap with Pairwise comparison.

His studies deal with areas such as Evolving networks, Structure, Centrality and The Internet as well as Theoretical computer science. As part of the same scientific family, Alain Barrat usually focuses on Data mining, concentrating on Computational model and intersecting with Dynamic network analysis and Raw data. Alain Barrat has included themes like Data collection and Social network in his Data science study.

He most often published in these fields:

  • Statistical physics (27.38%)
  • Complex network (29.39%)
  • Theoretical computer science (22.77%)

What were the highlights of his more recent work (between 2016-2021)?

  • Theoretical computer science (22.77%)
  • Data mining (25.36%)
  • Social network (11.53%)

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

His main research concerns Theoretical computer science, Data mining, Social network, Social group and Contact tracing. The various areas that he examines in his Theoretical computer science study include Centrality, Relevance and Group cohesiveness. His Data mining research incorporates themes from Surrogate data, Probability distribution, Universality and Complex network.

The Complex network study combines topics in areas such as Simplicial complex, Pairwise comparison and Emotional contagion. His Social network study combines topics in areas such as Data science and Computational sociology. In his study, Weighted network is strongly linked to Structure, which falls under the umbrella field of Social group.

Between 2016 and 2021, his most popular works were:

  • Simplicial models of social contagion (128 citations)
  • Simplicial models of social contagion (128 citations)
  • Decentralized Privacy-Preserving Proximity Tracing (80 citations)

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

  • Artificial intelligence
  • Statistics
  • Topology

Alain Barrat mostly deals with Complex network, Theoretical computer science, Econometrics, Null model and Complex system. His work in Complex network is not limited to one particular discipline; it also encompasses Social group. His biological study spans a wide range of topics, including Centrality, Relevance, Graph and Group cohesiveness.

His research integrates issues of Interpersonal ties, Structure and Set in his study of Null model. His Complex system research includes elements of Simplicial complex, Statistical physics, Pairwise comparison and Discontinuous transition. His Pairwise comparison research is multidisciplinary, incorporating perspectives in Outcome, Network model, Emotional contagion and Social system.

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

The architecture of complex weighted networks

Alain Barrat;Marc Barthelemy;Romualdo Pastor-Satorras;Alessandro Vespignani.
Proceedings of the National Academy of Sciences of the United States of America (2004)

3934 Citations

The Architecture of Complex Weighted Networks: Measurements and Models

Alain Barrat;Marc Barthélemy;Alessandro Vespignani.
lssd (2007)

2936 Citations

Dynamical Processes on Complex Networks

Alain Barrat;Marc Barthlemy;Alessandro Vespignani.
(2008)

2928 Citations

The role of the airline transportation network in the prediction and predictability of global epidemics

Vittoria Colizza;Alain Barrat;Marc Barthélemy;Alessandro Vespignani.
Proceedings of the National Academy of Sciences of the United States of America (2006)

1145 Citations

On the properties of small-world network models

A. Barrat;M. Weigt.
European Physical Journal B (2000)

1120 Citations

Dynamical Processes on Complex Networks

Alain Barrat;Marc Barthélemy;Alessandro Vespignani.
dpcn (2012)

981 Citations

Weighted Evolving Networks: Coupling Topology and Weight Dynamics

Alain Barrat;Marc Barthélemy;Alessandro Vespignani.
Physical Review Letters (2004)

816 Citations

Velocity and Hierarchical Spread of Epidemic Outbreaks in Scale-Free Networks

Marc Barthélemy;Alain Barrat;Romualdo Pastor-Satorras;Alessandro Vespignani.
Physical Review Letters (2004)

773 Citations

Modeling the Worldwide Spread of Pandemic Influenza: Baseline Case and Containment Interventions

Vittoria Colizza;Alain Barrat;Marc Barthelemy;Marc Barthelemy;Alain-Jacques Valleron.
PLOS Medicine (2007)

772 Citations

Dynamics of person-to-person interactions from distributed RFID sensor networks.

Ciro Cattuto;Wouter Van den Broeck;Alain Barrat;Vittoria Colizza.
PLOS ONE (2010)

723 Citations

Best Scientists Citing Alain Barrat

Alessandro Vespignani

Alessandro Vespignani

Northeastern University

Publications: 89

Yamir Moreno

Yamir Moreno

University of Zaragoza

Publications: 66

Tao Zhou

Tao Zhou

University of Electronic Science and Technology of China

Publications: 63

Albert-László Barabási

Albert-László Barabási

Northeastern University

Publications: 60

Petter Holme

Petter Holme

Tokyo Institute of Technology

Publications: 59

Romualdo Pastor-Satorras

Romualdo Pastor-Satorras

Universitat Politècnica de Catalunya

Publications: 47

Zhongzhi Zhang

Zhongzhi Zhang

Fudan University

Publications: 44

Vito Latora

Vito Latora

Queen Mary University of London

Publications: 43

Ginestra Bianconi

Ginestra Bianconi

Queen Mary University of London

Publications: 42

Renaud Lambiotte

Renaud Lambiotte

University of Oxford

Publications: 41

Guanrong Chen

Guanrong Chen

City University of Hong Kong

Publications: 40

János Kertész

János Kertész

Central European University

Publications: 39

Gerd Stumme

Gerd Stumme

University of Kassel

Publications: 38

Kimmo Kaski

Kimmo Kaski

Aalto University

Publications: 37

Guido Caldarelli

Guido Caldarelli

Ca Foscari University of Venice

Publications: 36

Bing-Hong Wang

Bing-Hong Wang

University of Science and Technology of China

Publications: 35

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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