Using Mobile Phone Data to Predict the Spatial Spread of Cholera

Bengtsson, Linus, Gaudart, Jean, Lu, Xin, Moore, Sandra, Wetter, Erik, Sallah, Kankoe, Rebaudet, Stanislas, Piarroux, Renaud·2015·Scientific Reports

Cited by (280)

Items 101–200 of 280

  1. Transient disease dynamics across ecological scales
    Yun Tao, Jessica L. Hite, Kevin D. Lafferty, David J. D. Earn, Nita Bharti · 2021 · Theoretical Ecology
  2. Cholera
    William W. Davis, Rupa Narra, Eric D. Mintz · 2018 · Current Epidemiology Reports
  3. Climate-driven endemic cholera is modulated by human mobility in a megacity
    Javier Perez‐Saez, Aaron A. King, Andrea Rinaldo, Mohammad Yunus, Abu Syed Golam Faruque, Mercedes Pascual · 2016 · Advances in Water Resources
  4. Understanding the climate change‐migration nexus through the lens of household surveys: An empirical review to assess data gaps
    Marco Letta, Pierluigi Montalbano, Adriana Paolantonio · 2023 · Journal of Economic Surveys
  5. Human mobility in epidemic modeling
    Xin Biao Lu, Jiawei Feng, Shengjie Lai, Petter Holme, Shuo Liu, Zhanwei Du, Xiaoqian Yuan, Siqing Wang, Yun-Xuan Li, Xiaoyu Zhang et al. · 2025 · Physics Reports
  6. Understanding the Loss in Community Resilience Due to Hurricanes Using Facebook Data
    Tasnuba Binte Jamal, Samiul Hasan · 2023 · International Journal of Disaster Risk Reduction
  7. A generic framework for spatial quantitative risk assessments of infectious diseases: Lumpy skin disease case study
    Rachel A. Williamson Taylor, Alexander D. C. Berriman, Paul Gale, Louise A Kelly, Emma Snary · 2018 · Transboundary and Emerging Diseases
  8. Cell-phone traces reveal infection-associated behavioral change
    Ýmir Vigfússon, Þorgeir Auðunn Karlsson, Derek Onken, Congzheng Song, Atli F. Einarsson, Nishant Kishore, Rebecca Mitchell, Ellen Brooks‐Pollock, Guðrún Sigmundsdóttir, León Danon · 2021 · Proceedings of the National Academy of Sciences
  9. Analysis of the impact of non-compulsory measures on human mobility in Japan during the COVID-19 pandemic
    Lingling Wu, Tetsuo Shimizu · 2022 · Cities
  10. Do regionally targeted lockdowns alter movement to non-lockdown regions? Evidence from Ontario, Canada
    Jed Long, Milad Malekzadeh, Ben Klar, Gina Martin · 2021 · Health & Place
  11. Urban Network Spatial Connection and Structure in China Based on Railway Passenger Flow Big Data
    Minmin Li, Wenhua Guo, Renzhong Guo, Biao He, Zhichao Li, Xiaoming Li, Wenchao Liu, Yong Fan · 2022 · Land
  12. Modeling and optimizing the delay propagation in Chinese aviation networks
    Shuo Qin, Jianhong Mou, Saran Chen, Xin Biao Lu · 2019 · Chaos An Interdisciplinary Journal of Nonlinear Science
  13. Guiding principles to maintain public trust in the use of mobile operator data for policy purposes
    Ronald Jansen, Karoly Kovacs, Siim Esko, Erki Saluveer, Kaja Sõstra, Linus Bengtsson, Tracey Li, Wole Ademola Adewole, Jade Nester, Ayumi Arai et al. · 2021 · Data & Policy
  14. How Mobility Patterns Drive Disease Spread: A Case Study Using Public Transit Passenger Card Travel Data
    Ahmad El Shoghri, Jessica Liebig, Lauren Gardner, Raja Jurdak, Salil S. Kanhere · 2019 · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
  15. Airborne Disease Propagation on Large Scale Social Contact Networks
    Shahzamal, Raja Jurdak, Reza Arablouei, Minkyoung Kim, Kanchana Thilakarathna, Bernard Mans · 2017 · International Workshop on Social Sensing (SocialSens)
  16. Fusion of Terrain Information and Mobile Phone Location Data for Flood Area Detection in Rural Areas
    Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto · 2018 · IEEE International Conference on Big Data (BigData)
  17. Association between social asymmetry and depression in older adults: A phone Call Detail Records analysis
    Timothée Aubourg, Jacques Demongeot A, Félix Renard, Hervé Provost, Nicolas Vuillerme · 2019 · Scientific Reports
  18. Bringing 'smart' into cities to fight pandemics: With the reference to the COVID-19
    Dajana Tešić, Dragana Blagojević, Aco Lukić · 2020 · Zbornik radova Departmana za geografiju turizam i hotelijerstvo
  19. Mobile Phone-Based Population Flow Data for the COVID-19 Outbreak in Mainland China
    Xin Biao Lu, Jing Tan, Ziqiang Cao, Yiquan Xiong, Shuo Qin, Tong Wang, Chunrong Liu, Shiyao Huang, Wei Zhang, Laurie B. Marczak et al. · 2021 · Health Data Science
  20. Toward an Ethically Founded Framework for the Use of Mobile Phone Call Detail Records in Health Research
    Kerina Helen Jones, Helen Daniels, Sharon Heys, David Vincent Ford · 2018 · JMIR mhealth and uhealth
  21. Space-time personalized short message service (SMS) for infectious disease control – Policies for precise public health
    Ling Yin, Nan Lin, Xiaoqing Song, Shujiang Mei, Shih‐Lung Shaw, Zhixiang Fang, Qinglan Li, Ye Li, Liang Mao · 2019 · Applied Geography
  22. Using Human Movement Data to Identify Potential Areas of Zika Transmission: Case Study of the Largest Zika Cluster in Singapore
    Jayanthi Rajarethinam, Janet Ong, Shi-Hui Lim, Yu-Heng Tay, Wacha Bounliphone, Chee‐Seng Chong, Grace Yap, Lee Ching Ng · 2019 · International Journal of Environmental Research and Public Health
  23. Tecnologías para luchar contra la pandemia Covid-19: geolocalización, rastreo, big data, SIG, inteligencia artificial y privacidad
    Jesús Cascón-Katchadourian · 2020 · El Profesional de la Informacion
  24. Privately Connecting Mobility to Infectious Diseases via Applied Cryptography
    Alexandros Bampoulidis, A. Bruni, Lukas Helminger, Daniel Kales, Christian Rechberger, Roman Walch · 2022 · Proceedings on Privacy Enhancing Technologies
  25. Comparing sources of mobility for modelling the epidemic spread of Zika virus in Colombia
    Daniela Perrotta, Enrique Frı́as-Martı́nez, Ana Pastore y Piontti, Qian Zhang, Miguel Angel Luengo-Oroz, Daniela Paolotti, Michele Tizzoni, Alessandro Vespignani · 2022 · PLoS neglected tropical diseases
  26. Modelling the propagation of infectious disease via transportation networks
    Anupriya, Prateek Bansal, Daniel J. Graham · 2022 · Scientific Reports
  27. Machine Learning-Based Big Data Analytics Framework for Ebola Outbreak Surveillance
    Oluwafemi Abimbola Sarumi · 2021 · Advances in intelligent systems and computing
  28. Applying a Pedestrian Level of Service in the Context of Social Distancing: The Case of the City of Madrid
    Rubén Talavera-García, Rocío Pérez-Campaña · 2021 · International Journal of Environmental Research and Public Health
  29. Using big data for evaluating development outcomes: A systematic map
    Francis Rathinam, Sayak Khatua, Zeba Siddiqui, Manya Malik, Pallavi Duggal, Samantha Watson, Xavier Vollenweider · 2021 · Campbell Systematic Reviews
  30. How risky is it to visit a supermarket during the pandemic?
    Alexey A. Tsukanov, Alexandra M. Senjkevich, Maxim V. Fedorov, Nikolai V. Brilliantov · 2021 · PLoS ONE
  31. Predicting population-level socio-economic characteristics using Call Detail Records (CDRs) in Sri Lanka
    Lasantha Fernando, Aparna Surendra, Sriganesh Lokanathan, Thavisha Perera-Gomez · 2018 · International Workshop on Data Science for Macro-Modeling (DSMM)
  32. Cholera risk in Lusaka: A geospatial analysis to inform improved water and sanitation provision
    Peter W. Gething, Sophie Charlotte Emi Ayling, Josses Mugabi, Odete Duarte Muximpua, Solomon Sitinadziwe Kagulura, George Joseph · 2023 · PLOS Water
  33. Is the Phone Mightier than the Virus? Cell Phone Access and Epidemic Containment Efforts
    Robert M. Gonzalez, Elisa M. Maffioli · 2020 · Journal of Development Economics
  34. COVID-19 early-alert signals using human behavior alternative data
    Anasse Bari, Aashish Khubchandani, Junzhang Wang, Matthias Heymann, Megan P. Coffee · 2021 · Social Network Analysis and Mining
  35. Leveraging Human Mobility Data for Efficient Parameter Estimation in Epidemic Models of COVID-19
    Cunqi Shao, Mincheng Wu, Shibo He, Zhiguo Shi, Chao Li, Xinjiang Ye, Jiming Chen · 2022 · IEEE Transactions on Intelligent Transportation Systems
  36. OPAL: High performance platform for large-scale privacy-preserving location data analytics
    Axel Oehmichen, Shubham Jain, Andrea Gadotti, Yves-Alexandre de Montjoye · 2019 · IEEE International Conference on Big Data (BigData)
  37. From General Principles to Procedural Values: Responsible Digital Health Meets Public Health Ethics
    Rune Nyrup · 2021 · Frontiers in Digital Health
  38. Public-Private Partnerships for Statistics: Lessons Learned, Future Steps
    Nicholas Robin, Thilo Klein, Johannes Jütting · 2016 · OECD development co-operation working papers
  39. Twitter as a Source of Global Mobility Patterns for Social Good
    Mark H. Dredze, Manuel García–Herranz, Alex Rutherford, Mann, Gideon · 2016 · arXiv (Cornell University)
  40. Predictive modeling for infectious diarrheal disease in pediatric populations: A systematic review
    Billy Ogwel, Vincent H. Mzazi, Bryan O. Nyawanda, Gabriel Otieno Okello, Richard Omore · 2023 · Learning Health Systems
  41. Examining the Effect of the Environment and Commuting Flow from/to Epidemic Areas on the Spread of Dengue Fever
    Shuli Zhou, Shuli Zhou, Lin Liu, Meng Zhang, Min Kang, Jianpeng Xiao, Tie Song · 2019 · International Journal of Environmental Research and Public Health
  42. Infectious Disease Research in the Era of Big Data
    Peter M. Kasson · 2020 · Annual Review of Biomedical Data Science
  43. Spatiobehavioral Characteristics – Defining the Epidemiology of New Contagious Diseases at the Earliest Moment Possible
    Shujuan Yang, Chao Yu, Peng Jia · 2021 · Trends in Parasitology
  44. Computation of Infection Risk via Confidential Locational Entries: A Precedent Approach for Contact Tracing With Privacy Protection
    Junko Ami, Kunihiro Ishii, Yoshihide Sekimoto, Hiroshi Masui, Ikki Ohmukai, Yasunori Yamamoto, Takashi Okumura · 2021 · IEEE Access
  45. Google and Apple mobility data as predictors for European tourism during the COVID-19 pandemic: A neural network approach
    Benedek Nagy, Manuela Rozalia Gabor, Ioan-Bogdan Bacoș, Moaaz Kabil, Kai Zhu, Lóránt Dénes Dávid · 2023 · Equilibrium Quarterly Journal of Economics and Economic Policy
  46. Identifying Highly Influential Travellers for Spreading Disease on a Public Transport System
    Ahmad El Shoghri, Jessica Liebig, Raja Jurdak, Lauren Gardner, Salil S. Kanhere · 2020 · QUT ePrints (Queensland University of Technology)
  47. Interstate Migration in India During the COVID-19 Pandemic: An Analysis Based on Mobile Visitor Location Register and Roaming Data
    Arif Nizam, Poushikkumar Sivakumar, Sebastian Irudaya Rajan · 2022 · Journal of South Asian Development
  48. Analysis of Performance Improvements and Bias Associated with the Use of Human Mobility Data in COVID-19 Case Prediction Models
    Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez · 2023 · ACM Journal on Computing and Sustainable Societies
  49. Informing policy via dynamic models: Cholera in Haiti
    Jesse J. Wheeler, AnnaElaine Rosengart, Zhuoxun Jiang, Kevin Tan, Noah Treutle, Edward L. Ionides · 2024 · PLoS Computational Biology
  50. Privacy guarantees for personal mobility data in humanitarian response
    Nitin Kohli, Emily Aiken, Joshua Evan Blumenstock · 2024 · Scientific Reports
  51. Analytical Model of Spread of Epidemics in Open Finite Regions
    Daxin Tian, Chao Liu, Zhengguo Sheng, Min Chen, Yunpeng Wang · 2017 · IEEE Access
  52. Application of big data in COVID-19 epidemic
    Joseph Bamidele Awotunde, Abidemi Emmanuel Adeniyi, Paul Oluwatoba Kolawole, Roseline Oluwaseun Ogundokun · 2022 · Elsevier eBooks
  53. Social network analysis and modeling of cellphone-based syndromic surveillance data for Ebola in Sierra Leone
    Jia Bainga Kangbai · 2016 · Asian Pacific Journal of Tropical Medicine
  54. Using big data for evaluating development outcomes: a systematic map
    Athena Infonomics, Francis Rathinam, Sayak Khatua, 3ie, Zeba Siddiqui, 3ie, Manya Malik, 3ie, Pallavi Duggal, 3ie et al. · 2020
  55. A stitch in time: The importance of water and sanitation services (WSS) infrastructure maintenance for cholera risk. A geospatial analysis in Harare, Zimbabwe
    Sophie Charlotte Emi Ayling, Sveta Milusheva, Faith Maidei Kashangura, Yi Rong Hoo, Hugh J. W. Sturrock, George Joseph · 2023 · PLoS neglected tropical diseases
  56. How does the cellular phone help in epidemiological surveillance? A review of the scientific literature
    Boukary Ouédraogo, Jean Gaudart, Jean-Charles Dufour · 2017 · Informatics for Health and Social Care
  57. Social mixing in Fiji: Who-eats-with-whom contact patterns and the implications of age and ethnic heterogeneity for disease dynamics in the Pacific Islands
    Conall Watson, Jeremaia Coriakula, Dung Tran Thi Ngoc, Stefan Flasche, Adam J. Kucharski, Colleen L. Lau, Nga Tran Vu Thieu, Olivier le Polain de Waroux, Kitione Rawalai, Tan Trinh Van et al. · 2017 · PLoS ONE
  58. Model predicted human mobility explains COVID-19 transmission in urban space without behavioral data
    Zhenyu Han, Fengli Xu, Yong Li, Tao Jiang, James A. Evans · 2025 · Scientific Reports
  59. Measuring the impact of COVID-19 on China’s population migration with mobile phone data
    Bi-Tao Dai, Suo-Yi Tan, Sa-Ran Chen, Meng-Si Cai, Shuo Qin, Xin Biao Lu · 2021 · Acta Physica Sinica
  60. Key opportunities and challenges for the use of big data in migration research and policy
    Lydia H. V. Franklinos, Rebecca Parrish, Rachel Burns, Andrea Carlomaria Caflisch, Bishawjit Mallick, Taifur Rahman, Vasileios Routsis, Ana Sebastián López, Andrew J. Tatem, Robert Trigwell · 2021 · UCL Open Environment
  61. Ensemble model for estimating continental-scale patterns of human movement: a case study of Australia
    Karen McCulloch, Nick Golding, Jodie McVernon, Sarah Goodwin, Martin Tomko · 2021 · Scientific Reports
  62. Study on the Evolution of the Source-Flow-Sink Pattern of China’s Chunyun Population Migration Network: Evidence from Tencent Big Data
    Zeping Xiao, Manyu Bi, Yexi Zhong, Xinghua Feng, Hongzhi Ma · 2021 · Urban Science
  63. How Different Are Population Movements between Weekdays and Weekends: A Complex-Network-Based Analysis on 36 Major Chinese Cities
    Chengyue Zhang, Minmin Li, Ding Ma, Renzhong Guo · 2021 · Land
  64. Twitter, human mobility, and COVID-19
    Xiao Huang, Zhenlong Li, Yuqin Jiang, Xiaoming Li, Dwayne E. Porter · 2020 · arXiv (Cornell University)
  65. Disruption of outdoor activities caused by wildfire smoke shapes circulation of respiratory pathogens
    Beatriz Arregui García, Claudio Ascione, Arianna Pera, Boxuan Wang, Davide Stocco, Colin J. Carlson, Shweta Bansal, Eugenio Valdano, Giulia Pullano · 2025 · PLOS Climate
  66. Cross-municipality migration and spread of tuberculosis in South Africa
    Abdou Moutalab Fofana, Harry Moultrie, Lesley Erica Scott, Karen Rita Jacobson, Anne N. Shapiro, Graeme Dor, Beth Pulane Crankshaw, Pedro Da Silva, Helen Elizabeth Jenkins, Jacob H. Bor et al. · 2023 · Scientific Reports
  67. Perspectives on modelling epidemics with human mobility
    Xin Biao Lu, Jiawei Feng, Suoyi Tan · 2025 · Europhysics Letters (EPL)
  68. Delineating and Analyzing Locality-Level Determinants of Cholera, Haiti
    Karolina Griffiths, Kenny Moise, Martine Piarroux, Jean Gaudart, Samuel Beaulieu, G. Bulit, Jean-Petit Marseille, Paul Menahel Jasmin, Paul Christian Namphy, Jean Hugues Henrys et al. · 2020 · Emerging infectious diseases
  69. Outbreak investigation of cholera in a rural community, Rivers State Nigeria: an interventional epidemiological study
    Golden Owhonda Luke, Anwuri Luke, Bright O. Ogbondah, Ifeoma Nwadiuto, Victor Abikor, Emmanuel Owhondah · 2023 · International Journal of Community Medicine and Public Health
  70. Estimation of mobility and population in Spain during different phases of the COVID-19 pandemic from mobile phone data
    Joaquín Osorio Arjona, Julia de las Obras-Loscertales Sampériz · 2023 · Scientific Reports
  71. Estimating the Economic Effects of the Early Covid-19 Emergency Response in Cities Using Intracity Travel Intensity Data
    Lijiao Yang, Cai-Yun Wei, Xinyu Jiang, Qian Ye, Hirokazu Tatano · 2022 · International Journal of Disaster Risk Science
  72. Strong long ties facilitate epidemic containment on mobility networks
    Jianhong Mou, Suoyi Tan, Juanjuan Zhang, Bin Sai, Mengning Wang, Bitao Dai, Bo-Wen Ming, Shan Liu, Zhen Jin, Gui-Quan Sun et al. · 2024 · PNAS Nexus
  73. Les indicateurs d’alerte et de surveillance de la Covid-19
    Renaud Piarroux, Frédéric Batteux, Stanislas Rebaudet, Pierre‐Yves Boëlle · 2020 · Annales françaises de médecine d’urgence
  74. Impact of Human Mobility of COVID-19 Epidemic in Kuala Lumpur using GIS
    Ramzi Qwasmi, Alias bin Abdullah, Zainora bt. Asmawi, Norzailawati Mohd Noor · 2022 · American Journal of Agricultural Science Engineering and Technology
  75. Mobile Phone Data for Children on the Move: Challenges and Opportunities
    Vedran Sekara, Elisa Omodei, Laura Healy, Jan Beise, Claus Hansen, Danzhen You, Saskia Blume, Manuel García–Herranz · 2019 · Springer eBooks
  76. Detecting latent urban mobility structure using mobile phone data
    Zijia Wang, Zhi-Xiang Chen, Jiangyue Wu, Haowei Yu, Xiangming Yao · 2020 · Modern Physics Letters B
  77. Cholera Outbreak in Grande Comore: 1998–1999
    Christopher Troeger, Jean Gaudart, Romain Truillet, Kankoé Sallah, Dennis L. Chao, Renaud Piarroux · 2015 · American Journal of Tropical Medicine and Hygiene
  78. Cholera spatial-temporal patterns in Gonaives, Haiti: From contributing factors to targeted recommendations
    Stanislas Rebaudet, Karolina Griffiths, Mazard Trazillio, Anne-Gaelle Lebeau, Aaron Aruna Abedi, Gregory Bulit, Renaud Piarroux, Jean Gaudart · 2016 · Advances in Water Resources
  79. Haitian Cities
    Nancy Lozano‐Gracia, Marisa Garcia Lozano · 2017 · World Bank, Washington, DC eBooks
  80. Targeting hotspots to reduce transmission of malaria in Senegal: modeling of the effects of human mobility
    Kankoé Sallah, Roch Giorgi, El Hadj Bâ, Martine Piarroux, Renaud Piarroux, Karolina Griffiths, Badara Cissé, Jean Gaudart · 2018 · bioRxiv (Cold Spring Harbor Laboratory)
  81. The ethics of big data as a public good: which public? Whose good?
    Linnet Taylor · 2018
  82. Bias in mobility datasets drives divergence in modeled outbreak dynamics
    Taylor Chin, Michael A. Johansson, Anir Chowdhury, Shayan Chowdhury, Kawsar Hosan, Md. Tanvir Quader, Caroline O. Buckee, Ayesha S. Mahmud · 2025 · Communications Medicine
  83. Understanding Ridesourcing Mobility and the Future of Electrification: A Comparative Study in Beijing
    Wei Tu, Paolo Santi, Xiaoyi He, Tianhong Zhao, Xianglong Liu, Qingquan Li, Timothy J. Wallington, Gregory A. Keoleian, Carlo Ratti · 2020 · Journal of Urban Technology
  84. The contribution of telco data to fight the COVID-19 pandemic: Experience of Telefonica throughout its footprint
    Pedro A. de Alarcon, Alejandro Salevsky, Daniel Gheti-Kao, Willian Rosalen, Marby C. Duarte, Carlos Cuervo, Jose J. Muñoz, Juan M. Pascual, Martin Schurig, Thomas Treß et al. · 2021 · Data & Policy
  85. Unconventional data, unprecedented insights: leveraging non-traditional data during a pandemic
    Kaylin Bolt, Diana Gil‐González, Nuria Oliver · 2024 · Frontiers in Public Health
  86. Crisis analytics: big data-driven crisis
    Anwaar Ali, Raihan Ur Rasool, Andrej Zwitter, Arjuna Sathiaseelan, Jon Crowcroft · 2016
  87. Location Data Reveals Disproportionate Disaster Impact Amongst the Poor: A Case Study of the 2017 Puebla Earthquake Using Mobilkit
    Takahiro Yabe, Nicholas K.W. Jones, Nancy Lozano‐Gracia, Maham Faisal Khan, Satish V. Ukkusuri, Samuel Paul Fraiberger, Montfort, Aleister · 2021 · arXiv (Cornell University)
  88. Cholera Risk in Lusaka: A Geospatial Analysis to Inform Improved Water and Sanitation Provision
    Peter W. Gething, Sophie Charlotte Emi Ayling, Josses Mugabi, Odete Duarte Muximpua, George Joseph, Solomon Sitinadziwe Kagulura · 2023 · World Bank policy research working paper
  89. Call detail record aggregation methodology impacts infectious disease models informed by human mobility
    Hamish P. Gibbs, Anwar Musah, Omar Seidu, William Ampofo, Franklin Asiedu‐Bekoe, Jonathan Gray, Wole Ademola Adewole, James A. Cheshire, Michael Marks, Rosalind M. Eggo · 2023 · PLoS Computational Biology
  90. Hidden urban patterns: Existential discovery of urban patterns based on traffic and virtual space
    Ehsan Dorostkar, Mahsa Najarsadeghi · 2024 · Transportation Research Interdisciplinary Perspectives
  91. Spatial disease dynamics of free-living pathogens under pathogen predation
    Tommi Mononen, Lasse Ruokolainen · 2017 · Scientific Reports
  92. Scalable Estimation of Epidemic Thresholds via Node Sampling
    Anirban Dasgupta, Srijan Sengupta · 2021 · Sankhya A
  93. Targeting Malaria Hotspots to Reduce Transmission Incidence in Senegal
    Kankoé Sallah, Roch Giorgi, El Hadj Bâ, Martine Piarroux, Renaud Piarroux, Badara Cissé, Jean Gaudart · 2020 · International Journal of Environmental Research and Public Health
  94. COVID-19 Artificial Intelligence Based Surveillance Applications in The Kingdom of Saudi Arabia
    Safia Dawood, Aisha Dawood, Hind Alaskar, Tanzila Saba · 2021 · International Conference on Artificial Intelligence and Data Analytics (CAIDA)
  95. Dynamic Network Anomaly Modeling of Cell-Phone Call Detail Records for Infectious Disease Surveillance
    Carl Yang, Hongwen Song, Mingyue Tang, León Danon, Ýmir Vigfússon · 2022 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  96. Future behaviours decision-making regarding travel avoidance during COVID-19 outbreaks
    Koichi Ito, Shunsuke Kanemitsu, Ryusuke Kimura, Ryosuke Omori · 2022 · Scientific Reports
  97. Machine learning based regional epidemic transmission risks precaution in digital society
    Zhengyu Y. Shi, Haoqi Qian, Yao Li, Fan O. Wu, Libo Wu · 2022 · Scientific Reports
  98. The effects of policy changes and human mobility on the COVID-19 epidemic in the Dominican Republic, 2020–2021
    Patrick Maloney, Lyudmyla Kompaniyets, Hussain R. Yusuf, L. L. Bonilla, Carmen Figueroa, Macarena C. García · 2023 · Preventive Medicine Reports
  99. Utilizing Geospatial Information in Cellular Data Usage for Key Location Prediction
    Yinan Yu, Hailiang Chen, Baojun Ma, Benjamin Yen · 2018 · Hawaii International Conference on System Sciences (HICSS)
  100. Socio-Life Science and the COVID-19 Outbreak
    Makoto Yano, Fumihiko Matsuda, Anavaj Sakuntabhai, Shigeru Hirota · 2021 · Economics, law, and institutions in Asia Pacific