Processing social media messages in mass emergency: A survey M Imran, C Castillo, F Diaz, S Vieweg ACM Computing Surveys (CSUR) 47 (4), 1-38, 2015 | 993 | 2015 |
AIDR: Artificial Intelligence for Disaster Response M Imran, C Castillo, J Lucas, P Meier, V Sarah In Proceedings of the 23rd International World Wide Web Conference (WWW '14), 2014 | 668 | 2014 |
Extracting Information Nuggets from Disaster-Related Messages in Social Media M Imran, S Elbassuoni, C Castillo, F Diaz, P Meier International Conference on Information Systems for Crisis Response and …, 2013 | 559 | 2013 |
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages M Imran, P Mitra, C Castillo In Proceedings of the 10th Language Resources and Evaluation Conference (LREC), 2016 | 412 | 2016 |
Practical extraction of disaster-relevant information from social media M Imran, S Elbassuoni, C Castillo, F Diaz, P Meier In Word Wide Web Conference (WWW'13) workshops, 1021-1024, 2013 | 345 | 2013 |
CrisisMMD: Multimodal twitter datasets from natural disasters F Alam, F Ofli, M Imran Twelfth International AAAI Conference on Web and Social Media, 2018 | 324 | 2018 |
Robust classification of crisis-related data on social networks using convolutional neural networks D Nguyen, KA Al Mannai, S Joty, H Sajjad, M Imran, P Mitra Proceedings of the international AAAI conference on web and social media 11 …, 2017 | 251 | 2017 |
Damage Assessment from Social Media Imagery Data During Disasters DT Nguyen, F Ofli, M Imran, P Mitra IEEE/ACM International Conference on Advances in Social Networks Analysis …, 2017 | 218 | 2017 |
Automatic identification of eyewitness messages on twitter during disasters K Zahra, M Imran, FO Ostermann Information processing & management 57 (1), 102107, 2020 | 200 | 2020 |
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response F Ofli, P Meier, M Imran, C Castillo, D Tuia, N Rey, J Briant, P Millet, ... Big Data Journal 4 (1), 47-59, 2016 | 195 | 2016 |
GeoCoV19: a dataset of hundreds of millions of multilingual COVID-19 tweets with location information U Qazi, M Imran, F Ofli SIGSPATIAL Special 12 (1), 6-15, 2020 | 183 | 2020 |
Domain Adaptation with Adversarial Training and Graph Embeddings F Alam, S Joty, M Imran The 56th Annual Meeting of the Association for Computational Linguistics (ACL), 2018 | 157 | 2018 |
Using AI and social media multimodal content for disaster response and management: Opportunities, challenges, and future directions M Imran, F Ofli, D Caragea, A Torralba Information Processing & Management 57 (5), 102261, 2020 | 155 | 2020 |
Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters S Vieweg, C Castillo, M Imran In Proceedings of the 6th International Conference on Social Informatics …, 2014 | 140 | 2014 |
From situational awareness to actionability: Towards improving the utility of social media data for crisis response H Zade, K Shah, V Rangarajan, P Kshirsagar, M Imran, K Starbird Proceedings of the ACM on human-computer interaction 2 (CSCW), 1-18, 2018 | 131 | 2018 |
Processing social media images by combining human and machine computing during crises F Alam, F Ofli, M Imran International Journal of Human–Computer Interaction 34 (4), 311-327, 2018 | 130 | 2018 |
Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria F Alam, F Ofli, M Imran Behaviour & Information Technology 39 (3), 288-318, 2020 | 121 | 2020 |
Applications of Online Deep Learning for Crisis Response Using Social Media Information DT Nguyen, S Joty, M Imran, H Sajjad, P Mitra Social Web for Disaster Management (SWDM 2016) - CIKM workshop, 2016 | 119 | 2016 |
Image4Act: Online Social Media Image Processing for Disaster Response F Alam, M Imran, F Ofli IEEE/ACM International Conference on Advances in Social Networks Analysis …, 2017 | 114 | 2017 |
Processing social media messages in mass emergency: Survey summary M Imran, C Castillo, F Diaz, S Vieweg Companion Proceedings of the The Web Conference 2018, 507-511, 2018 | 111 | 2018 |