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Shu-Ching Chen, Ph.D., Fellow of IEEE, AAAS
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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
20042018
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
14042003
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
10972003
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
3542006
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
3372010
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
3002016
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
2192018
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
2142018
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
2072015
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
1582008
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
1432017
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
1022004
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
972010
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
952008
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
952003
Video scene change detection method using unsupervised segmentation and object tracking
SC Chen, ML Shyu, CC Zhang, RL Kashyap
IEEE International Conference on Multimedia and Expo, 57-60, 2001
952001
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
922013
Multimodal deep representation learning for video classification
H Tian, Y Tao, S Pouyanfar, SC Chen, ML Shyu
World Wide Web 22, 1325-1341, 2019
812019
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
792005
Semantic event detection via multimodal data mining
M Chen, SC Chen, ML Shyu, K Wickramaratna
IEEE Signal Processing Magazine 23 (2), 38-46, 2006
782006
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Artigos 1–20