| From Twitter to detector: Real-time traffic incident detection using social media data Y Gu, ZS Qian, F Chen Transportation research part C: emerging technologies 67, 321-342, 2016 | 469 | 2016 |
| 'Beating the news' with EMBERS: forecasting civil unrest using open source indicators N Ramakrishnan, P Butler, S Muthiah, N Self, R Khandpur, P Saraf, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 306 | 2014 |
| Non-parametric scan statistics for event detection and forecasting in heterogeneous social media graphs F Chen, DB Neill Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 219 | 2014 |
| Multi-task learning for spatio-temporal event forecasting L Zhao, Q Sun, J Ye, F Chen, CT Lu, N Ramakrishnan Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 196 | 2015 |
| Road traffic congestion monitoring in social media with hinge-loss Markov random fields PT Chen, F Chen, Z Qian 2014 IEEE international conference on data mining, 80-89, 2014 | 143 | 2014 |
| Road traffic speed prediction: A probabilistic model fusing multi-source data L Lin, J Li, F Chen, J Ye, J Huai IEEE Transactions on Knowledge and Data Engineering 30 (7), 1310-1323, 2017 | 135 | 2017 |
| On detecting spatial outliers D Chen, CT Lu, Y Kou, F Chen Geoinformatica 12, 455-475, 2008 | 135 | 2008 |
| Uncertainty aware semi-supervised learning on graph data X Zhao, F Chen, S Hu, JH Cho Advances in Neural Information Processing Systems 33, 12827-12836, 2020 | 131 | 2020 |
| Activity analysis based on low sample rate smart meters F Chen, J Dai, B Wang, S Sahu, M Naphade, CT Lu Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 109 | 2011 |
| Unsupervised Spatial Event Detection in Targeted Domains with Applications to Civil Unrest Modeling L Zhao, F Chen, J Dai, T Hua, CT Lu, N Ramakrishnan PloS one 9 (10), e110206, 2014 | 98 | 2014 |
| Retrieve: Coreset selection for efficient and robust semi-supervised learning K Killamsetty, X Zhao, F Chen, R Iyer Advances in neural information processing systems 34, 14488-14501, 2021 | 94 | 2021 |
| STED: semi-supervised targeted-interest event detectionin in twitter T Hua, F Chen, L Zhao, CT Lu, N Ramakrishnan Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 94 | 2013 |
| Simnest: Social media nested epidemic simulation via online semi-supervised deep learning L Zhao, J Chen, F Chen, W Wang, CT Lu, N Ramakrishnan 2015 IEEE international conference on data mining, 639-648, 2015 | 92 | 2015 |
| Spatiotemporal event forecasting in social media L Zhao, F Chen, CT Lu, N Ramakrishnan Proceedings of the 2015 SIAM international conference on data mining, 963-971, 2015 | 85 | 2015 |
| Urban traffic flow prediction using a spatio-temporal random effects model YJ Wu, F Chen, CT Lu, S Yang Journal of Intelligent Transportation Systems 20 (3), 282-293, 2016 | 83 | 2016 |
| Hierarchical incomplete multi-source feature learning for spatiotemporal event forecasting L Zhao, J Ye, F Chen, CT Lu, N Ramakrishnan Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 73 | 2016 |
| Uncertainty characteristics of subjective opinions A Josang, JH Cho, F Chen 2018 21st International Conference on Information Fusion (FUSION), 1998-2005, 2018 | 68 | 2018 |
| Examining political mobilization of online communities through e-petitioning behavior in We the People CL Dumas, D LaManna, TM Harrison, SS Ravi, C Kotfila, N Gervais, ... Big Data & Society 2 (2), 2053951715598170, 2015 | 66 | 2015 |
| Gls-sod: a generalized local statistical approach for spatial outlier detection F Chen, CT Lu, AP Boedihardjo Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 64 | 2010 |
| Bridging the gap between spatial and spectral domains: A survey on graph neural networks Z Chen, F Chen, L Zhang, T Ji, K Fu, L Zhao, F Chen, L Wu, C Aggarwal, ... arXiv preprint arXiv:2002.11867, 2020 | 61 | 2020 |
Chang-Tien Lu, IEEE FellowComputer Science, Virginia TechVerified email at vt.edu