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Big Data Processing, Analysis and Applications in Mobile Cellular Networks
16 references·3 citing·43 second hopsampled
Big Data Processing, Analysis and Applications in Mobile Cellular Networks (2019)Big Data Processing, Analysis and Applica…Population mobility reductions associated with travel restrictions during the Ebola epidemic in Sierra Leone: use of mobile phone data (2018)Population mobility reduction…On the privacy-conscientious use of mobile phone data (2018)On the privacy-conscientious …Mapping poverty using mobile phone and satellite data (2017)Mapping poverty using mobile …Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)Fair, Transparent, and Accoun…Rapid and near Real-time Assessments of Population Displacement Using Mobile Phone Data Following Disasters: The 2015 Nepal Earthquake (2016)Rapid and near Real-time Asse…Mobile phone data highlights the role of mass gatherings in the spreading of cholera outbreaks (2016)Mobile phone data highlights …Big Data Analytics in Mobile Cellular Networks (2016)Big Data Analytics in Mobile …Using big data to study the link between human mobility and socio-economic development (2015)Using big data to study the l…Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)Origin–destination trips by p…A survey of results on mobile phone datasets analysis (2015)A survey of results on mobile…A multi-source dataset of urban life in the city of Milan and the Province of Trentino (2015)A multi-source dataset of urb…From mobile phone data to the spatial structure of cities (2014)From mobile phone data to the…A new insight into land use classification based on aggregated mobile phone data (2014)A new insight into land use c…AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data (2013)AllAboard: A System for Explo…A review of urban computing for mobile phone traces (2013)A review of urban computing f…A Tale of One City: Using Cellular Network Data for Urban Planning (2011)A Tale of One City: Using Cel…Analysis and Modeling of Mobile Phone Activity Data Using Interactive Cyber-Physical Social System (2024)Analysis and Modeling of Mobi…Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments—An Agent-Based Approach (2022)Combining Telecom Data with H…Evidence of urban segregation from mobile phone data: A case study of Novi Sad (2019)Evidence of urban segregation…WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Understanding individual human mobility patterns (2008)Inferring trip purposes and uncovering travel patterns from taxi trajectory data (2015)On data processing required to derive mobility patterns from passively-generated mobile phone data (2017)Measuring inequality in community resilience to natural disasters using large-scale mobility data (2021)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Limits of Predictability in Human Mobility (2010)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Modelling the scaling properties of human mobility (2010)Unravelling daily human mobility motifs (2013)The path most traveled: Travel demand estimation using big data resources (2015)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Urban Spatial Structure (2010)The universal visitation law of human mobility (2021)The Strength of Weak Ties (1973)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)Dynamic population mapping using mobile phone data (2014)The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective (2016)Urban Human Mobility (2019)scikit-mobility : A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Data (2022)Improved Response to Disasters and Outbreaks by Tracking Population Movements with Mobile Phone Network Data: A Post-Earthquake Geospatial Study in Haiti (2011)Big Data in Natural Disaster Management: A Review (2018)Applications of artificial intelligence for disaster management (2020)Social physics (2022)A Class of Decomposable Poverty Measures (1984)Transforming Our World: The 2030 Agenda for Sustainable Development (2018)Economic Growth and Income Inequality (2019)Measuring objective and subjective well-being: dimensions and data sources (2020)The scales of human mobility (2020)Microestimates of wealth for all low- and middle-income countries (2022)A theory of justice original editionThe Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)Judgment under Uncertainty: Heuristics and Biases (1974)Trustworthy AI: From Principles to Practices (2022)Trustworthy Artificial Intelligence: A Review (2022)Fairness in Machine Learning: A Survey (2023)Big Data Integration (2013)Data from mobile phone operators: A tool for smarter cities? (2014)Analyzing large-scale human mobility data: a survey of machine learning methods and applications (2018)
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References

  • 2017Fair, Transparent, and Accountable Algorithmic Decision-making Processes707 cited
  • 2015A survey of results on mobile phone datasets analysis652 cited
  • 2015Origin–destination trips by purpose and time of day inferred from mobile phone data637 cited
  • 2015A multi-source dataset of urban life in the city of Milan and the Province of Trentino566 cited
  • 2014From mobile phone data to the spatial structure of cities458 cited
  • 2014A new insight into land use classification based on aggregated mobile phone data399 cited
  • 2017Mapping poverty using mobile phone and satellite data329 cited
  • 2011A Tale of One City: Using Cellular Network Data for Urban Planning275 cited
  • 2013A review of urban computing for mobile phone traces254 cited
  • 2016Rapid and near Real-time Assessments of Population Displacement Using Mobile Phone Data Following Disasters: The 2015 Nepal Earthquake179 cited
  • 2016Mobile phone data highlights the role of mass gatherings in the spreading of cholera outbreaks176 cited
  • 2016Big Data Analytics in Mobile Cellular Networks172 cited
  • 2018On the privacy-conscientious use of mobile phone data168 cited
  • 2018Population mobility reductions associated with travel restrictions during the Ebola epidemic in Sierra Leone: use of mobile phone data141 cited

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  • 2013AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data123 cited
  • 2015Using big data to study the link between human mobility and socio-economic development116 cited
  • Cited by

    • 2022Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments—An Agent-Based Approach8 cited
    • 2024Analysis and Modeling of Mobile Phone Activity Data Using Interactive Cyber-Physical Social System4 cited
    • 2019Evidence of urban segregation from mobile phone data: A case study of Novi Sad4 cited