Shu-ching Chen
Shu-ching Chen
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
Video Scene Change Detection Method Using Unsupervised Segmentation And Object Tracking.
SC Chen, ML Shyu, C Zhang, RL Kashyap
ICME 1, 56-59, 2001
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
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
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
Semantic event detection via multimodal data mining
M Chen, SC Chen, ML Shyu, K Wickramaratna
IEEE Signal Processing Magazine 23 (2), 38-46, 2006
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
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