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 44 Citations 11,005 89 World Ranking 3681 National Ranking 1886

Overview

What is she best known for?

The fields of study she is best known for:

  • Statistics
  • Quantum mechanics
  • Artificial intelligence

Marta C. González spends much of her time researching Mobile phone, Data science, Computer security, Transport engineering and Human dynamics. Marta C. González merges many fields, such as Mobile phone and Phone, in her writings. She usually deals with Data science and limits it to topics linked to Mobility model and Popularity.

Her research in the fields of Traffic congestion and TRIPS architecture overlaps with other disciplines such as Duration and Names of the days of the week. Marta C. González combines subjects such as Probability and statistics, Focus and Space time with her study of Human dynamics. As a member of one scientific family, Marta C. González mostly works in the field of Econometrics, focusing on Lévy flight and, on occasion, Individual mobility.

Her most cited work include:

  • Understanding individual human mobility patterns (4477 citations)
  • A universal model for mobility and migration patterns (819 citations)
  • Uncovering individual and collective human dynamics from mobile phone records (492 citations)

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

Her main research concerns Mobile phone, Transport engineering, Data science, Big data and Social network. Her biological study spans a wide range of topics, including Computer security, Econometrics and Individual mobility. Her Cluster analysis research extends to the thematically linked field of Econometrics.

Individual mobility is closely attributed to Environmental planning in her work. Marta C. González has included themes like Environmental economics, Fuel efficiency, Urban planning and Traffic congestion in her Big data study. Her study in Social network is interdisciplinary in nature, drawing from both Distance decay and Economic geography.

She most often published in these fields:

  • Mobile phone (34.47%)
  • Transport engineering (17.96%)
  • Data science (14.56%)

What were the highlights of her more recent work (between 2018-2021)?

  • Transport engineering (17.96%)
  • Environmental planning (12.14%)
  • Mobile phone (34.47%)

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

The scientist’s investigation covers issues in Transport engineering, Environmental planning, Mobile phone, Pandemic and Aviation. Her Transport engineering research incorporates themes from Census, Point of interest and Urban planning. Her Urban sprawl study in the realm of Urban planning connects with subjects such as Context.

The study incorporates disciplines such as World population and Occupancy in addition to Mobile phone. There are a combination of areas like Software deployment, Individual mobility, Hand washing and Transit integrated together with her Pandemic study. Her work in Work covers topics such as Telecommunications which are related to areas like TRIPS architecture.

Between 2018 and 2021, her most popular works were:

  • Hand‐Hygiene Mitigation Strategies Against Global Disease Spreading through the Air Transportation Network (29 citations)
  • Hand‐Hygiene Mitigation Strategies Against Global Disease Spreading through the Air Transportation Network (29 citations)
  • Hand‐Hygiene Mitigation Strategies Against Global Disease Spreading through the Air Transportation Network (29 citations)

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

  • Statistics
  • Quantum mechanics
  • The Internet

Her primary areas of investigation include Traffic congestion, Transport engineering, Occupancy, Mobile phone and Standard methods. Her research integrates issues of Environmental mitigation, Environmental resource management and Big data in her study of Traffic congestion. Her Transport engineering investigation overlaps with Scale and Urban building.

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

Understanding individual human mobility patterns

Marta C. González;A R Cesar Hidalgo;A R Cesar Hidalgo;Albert-László Barabási;Albert-László Barabási;Albert-László Barabási.
Nature (2008)

6716 Citations

A universal model for mobility and migration patterns

Filippo Simini;Marta C. González;Amos Maritan;Albert-László Barabási;Albert-László Barabási;Albert-László Barabási.
Nature (2012)

1171 Citations

Uncovering individual and collective human dynamics from mobile phone records

Julián Candia;Julián Candia;Marta C González;Marta C González;Pu Wang;Pu Wang;Timothy Schoenharl.
Journal of Physics A (2008)

683 Citations

Understanding the spreading patterns of mobile phone viruses.

Pu Wang;Marta C. González;A R Cesar Hidalgo;Albert-László Barabási.
Science (2009)

594 Citations

Origin-destination trips by purpose and time of day inferred from mobile phone data

Lauren Alexander;Shan Jiang;Mikel Murga;Marta C. González.
Transportation Research Part C-emerging Technologies (2015)

471 Citations

Unravelling daily human mobility motifs

Christian M. Schneider;Vitaly Belik;Vitaly Belik;Thomas Couronné;Zbigniew Smoreda.
Journal of the Royal Society Interface (2013)

452 Citations

Development of origin–destination matrices using mobile phone call data

Md. Shahadat Iqbal;Charisma F. Choudhury;Charisma F. Choudhury;Charisma F. Choudhury;Pu Wang;Pu Wang;Marta C. González.
Transportation Research Part C-emerging Technologies (2014)

428 Citations

Geographic Constraints on Social Network Groups

Jukka-Pekka Onnela;Samuel Arbesman;Marta C. González;Albert-László Barabási;Albert-László Barabási;Albert-László Barabási.
PLOS ONE (2011)

390 Citations

Understanding road usage patterns in urban areas

Pu Wang;Pu Wang;Timothy Hunter;Alexandre M. Bayen;Katja Schechtner;Katja Schechtner.
Scientific Reports (2012)

383 Citations

The path most traveled: Travel demand estimation using big data resources

Jameson L. Toole;Serdar Colak;Bradley Sturt;Lauren P. Alexander.
Transportation Research Part C-emerging Technologies (2015)

365 Citations

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Vodafone (Italy)

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