| A survey on deep learning: Algorithms, techniques, and applications S Pouyanfar, S Sadiq, Y Yan, H Tian, Y Tao, MP Reyes, ML Shyu, ... ACM computing surveys (CSUR) 51 (5), 1-36, 2018 | 2006 | 2018 |
| A progressive morphological filter for removing nonground measurements from airborne LIDAR data K Zhang, SC Chen, D Whitman, ML Shyu, J Yan, C Zhang IEEE transactions on geoscience and remote sensing 41 (4), 872-882, 2003 | 1402 | 2003 |
| A novel anomaly detection scheme based on principal component classifier ML Shyu, SC Chen, K Sarinnapakorn, LW Chang Proceedings of the IEEE foundations and new directions of data mining …, 2003 | 1100 | 2003 |
| Automatic construction of building footprints from airborne LIDAR data K Zhang, J Yan, SC Chen IEEE Transactions on Geoscience and Remote Sensing 44 (9), 2523-2533, 2006 | 354 | 2006 |
| Survey of data management and analysis in disaster situations V Hristidis, SC Chen, T Li, S Luis, Y Deng Journal of Systems and Software 83 (10), 1701-1714, 2010 | 337 | 2010 |
| Computational health informatics in the big data age: a survey R Fang, S Pouyanfar, Y Yang, SC Chen, SS Iyengar ACM Computing Surveys (CSUR) 49 (1), 1-36, 2016 | 300 | 2016 |
| Semantics of ranking queries for probabilistic data and expected ranks G Cormode, F Li, K Yi 2009 IEEE 25th International Conference on Data Engineering, 305-316, 2009 | 252 | 2009 |
| Multimedia big data analytics: A survey S Pouyanfar, Y Yang, SC Chen, ML Shyu, SS Iyengar ACM computing surveys (CSUR) 51 (1), 1-34, 2018 | 219 | 2018 |
| Dynamic sampling in convolutional neural networks for imbalanced data classification S Pouyanfar, Y Tao, A Mohan, H Tian, AS Kaseb, K Gauen, R Dailey, ... 2018 IEEE conference on multimedia information processing and retrieval …, 2018 | 216 | 2018 |
| Deep learning for imbalanced multimedia data classification Y Yan, M Chen, ML Shyu, SC Chen 2015 IEEE international symposium on multimedia (ISM), 483-488, 2015 | 207 | 2015 |
| Video semantic event/concept detection using a subspace-based multimedia data mining framework ML Shyu, Z Xie, M Chen, SC Chen IEEE transactions on multimedia 10 (2), 252-259, 2008 | 158 | 2008 |
| Data-driven techniques in disaster information management T Li, N Xie, C Zeng, W Zhou, L Zheng, Y Jiang, Y Yang, HY Ha, W Xue, ... ACM Computing Surveys (CSUR) 50 (1), 1-45, 2017 | 143 | 2017 |
| A decision tree-based multimodal data mining framework for soccer goal detection SC Chen, ML Shyu, M Chen, C Zhang 2004 IEEE International Conference on Multimedia and Expo (ICME)(IEEE Cat …, 2004 | 103 | 2004 |
| Predicting losses of residential structures in the state of Florida by the public hurricane loss evaluation model S Hamid, BMG Kibria, S Gulati, M Powell, B Annane, S Cocke, JP Pinelli, ... Statistical methodology 7 (5), 552-573, 2010 | 97 | 2010 |
| Towards a business continuity information network for rapid disaster recovery K Saleem, S Luis, Y Deng, SC Chen, V Hristidis, T Li Proceedings of the 2008 international conference on Digital government …, 2008 | 95 | 2008 |
| Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems SC Chen, ML Shyu, S Peeta, C Zhang IEEE Transactions on Intelligent Transportation Systems 4 (3), 154-167, 2003 | 95 | 2003 |
| Video Scene Change Detection Method Using Unsupervised Segmentation And Object Tracking. SC Chen, ML Shyu, C Zhang, RL Kashyap ICME 1, 56-59, 2001 | 95 | 2001 |
| Data mining meets the needs of disaster information management L Zheng, C Shen, L Tang, C Zeng, T Li, S Luis, SC Chen IEEE Transactions on Human-Machine Systems 43 (5), 451-464, 2013 | 92 | 2013 |
| Multimodal deep representation learning for video classification H Tian, Y Tao, S Pouyanfar, SC Chen, ML Shyu World Wide Web 22, 1325-1341, 2019 | 81 | 2019 |
| Handling nominal features in anomaly intrusion detection problems ML Shyu, K Sarinnapakorn, I Kuruppu-Appuhamilage, SC Chen, ... 15th International Workshop on Research Issues in Data Engineering: Stream …, 2005 | 79 | 2005 |
