Samira Pouyanfar
Samira Pouyanfar
Verified email at microsoft.com
Title
Cited by
Cited by
Year
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
2032018
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
1422016
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
682018
Music emotion recognition using two level classification
S Pouyanfar, H Sameti
2014 Iranian Conference on Intelligent Systems, (ICIS), 1-6, 2014
282014
Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning
S Pouyanfar, SC Chen
International Journal of Semantic Computing, 2017
262017
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
252018
Semantic Event Detection Using Ensemble Deep Learning
S Pouyanfar, SC Chen
2016 IEEE International Symposium on Multimedia (ISM), 203-208, 2016
202016
An Efficient Deep Residual-Inception Network For Multimedia Classification
S Pouyanfar, SC Chen
IEEE International Conference on Multimedia and Expo (ICME), 2017
182017
Multimodal deep learning based on multiple correspondence analysis for disaster management
S Pouyanfar, Y Tao, H Tian, SC Chen, ML Shyu
World Wide Web 22 (5), 1893-1911, 2019
152019
DeepFood: Automatic Multi-Class Classification of Food Materials Using Deep Learning
L Pan, S Pouyanfar, H Chen, J Qin, SC Chen
The 3rd IEEE International Conference on Collaboration and Internet Computing, 2017
15*2017
Semantic concept detection using weighted discretization multiple correspondence analysis for disaster information management
S Pouyanfar, SC Chen
2016 IEEE 17th International Conference on Information Reuse and Integration …, 2016
142016
Multimodal deep representation learning for video classification
H Tian, Y Tao, S Pouyanfar, SC Chen, ML Shyu
World Wide Web 22 (3), 1325-1341, 2019
132019
Correlation-based deep learning for multimedia semantic concept detection
HY Ha, Y Yang, S Pouyanfar, H Tian, SC Chen
International Conference on Web Information Systems Engineering, 473-487, 2015
132015
Automatic convolutional neural network selection for image classification using genetic algorithms
H Tian, S Pouyanfar, J Chen, SC Chen, SS Iyengar
2018 IEEE International Conference on Information Reuse and Integration (IRI …, 2018
82018
IF-MCA: Importance factor-based multiple correspondence analysis for multimedia data analytics
Y Yang, S Pouyanfar, H Tian, M Chen, SC Chen, ML Shyu
IEEE Transactions on Multimedia 20 (4), 1024-1032, 2017
62017
Multimedia Data Management for Disaster Situation Awareness
M E. Presa Reyes, S Pouyanfar, H Cen Zheng, HY Ha, SC Chen
International Symposium on Sensor Networks, Systems and Security, 2017
62017
Domain knowledge assisted data processing for florida public hurricane loss model
Y Yan, S Pouyanfar, H Tian, S Guan, HY Ha, SC Chen, ML Shyu, S Hamid
2016 IEEE 17th International Conference on Information Reuse and Integration …, 2016
62016
Unconstrained Flood Event Detection Using Adversarial Data Augmentation
S Pouyanfar, Y Tao, S Sadiq, H Tian, Y Tu, T Wang, SC Chen, ML Shyu
2019 IEEE International Conference on Image Processing (ICIP), 155-159, 2019
42019
A multi-label multimodal deep learning framework for imbalanced data classification
S Pouyanfar, T Wang, SC Chen
2019 IEEE conference on multimedia information processing and retrieval …, 2019
42019
Deep spatio-temporal representation learning for multi-class imbalanced data classification
S Pouyanfar, SC Chen, ML Shyu
2018 IEEE International Conference on Information Reuse and Integration (IRI …, 2018
42018
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