Citizens sensor networks, International Workshop on Citizen in Sensor Networks, pp.1-5, 2012. ,
Social media mining: an introduction, 2014. ,
Sense-making in social media during extreme events, Journal of Contingencies and Crisis Management, vol.26, issue.1, pp.4-15, 2018. ,
Twitter adoption and use in mass convergence and emergency events, International journal of emergency management, vol.6, issue.3-4, pp.248-260, 2009. ,
Number of monthly active twitter users worldwide from 1st quarter 2010 to 4th quarter 2017 (in millions), 2018. ,
Processing social media messages in mass emergency: A survey, ACM Computing Surveys (CSUR), vol.47, issue.4, p.67, 2015. ,
Density-based spatiotemporal clustering algorithm for extracting bursty areas from georeferenced documents, Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on, pp.2079-2084, 2013. ,
Social sensing of floods in the uk, PloS one, vol.13, issue.1, p.189327, 2018. ,
A multi-element approach to location inference of twitter: A case for emergency response, ISPRS International Journal of Geo-Information, vol.5, issue.5, p.56, 2016. ,
Evidential location estimation for events detected in twitter, Proceedings of the 7th Workshop on Geographic Information Retrieval, pp.9-16, 2013. ,
# earthquake: Twitter as a distributed sensor system, Transactions in GIS, vol.17, issue.1, pp.124-147, 2013. ,
Earthquake shakes twitter users: real-time event detection by social sensors, Proceedings of the 19th international conference on World wide web, pp.851-860, 2010. ,
What to expect when the unexpected happens: Social media communications across crises, Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp.994-1009, 2015. ,
Giving you more characters to express yourself, Twitter Blog, vol.26, 2017. ,
Tutorials filtering tweets by location, 2018. ,
You are where you tweet: a content-based approach to geo-locating twitter users, Proceedings of the 19th ACM international conference on Information and knowledge management, pp.759-768, 2010. ,
Knowing the tweeters: Deriving sociologically relevant demographics from twitter, Sociological research online, vol.18, issue.3, pp.1-11, 2013. ,
Is the sample good enough? comparing data from twitter's streaming api with twitter's firehose, ICWSM, 2013. ,
Statistical modeling: The two cultures (with comments and a rejoinder by the author), Statistical science, vol.16, issue.3, pp.199-231, 2001. ,
Random forests, Machine learning, vol.45, issue.1, pp.5-32, 2001. ,
, Bagging predictors, Machine learning, vol.24, issue.2, pp.123-140, 1996.
An introduction to the bootstrap, 1994. ,
Missforest-non-parametric missing value imputation for mixed-type data, Bioinformatics, vol.28, issue.1, pp.112-118, 2011. ,