Samira Pouyanfar
TitleCited byYear
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), 12, 2016
1122016
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), 92, 2019
762019
Multimedia big data analytics: A survey
S Pouyanfar, Y Yang, SC Chen, ML Shyu, SS Iyengar
ACM Computing Surveys (CSUR) 51 (1), 10, 2018
372018
Music emotion recognition using two level classification
S Pouyanfar, H Sameti
2014 Iranian Conference on Intelligent Systems, (ICIS), 1-6, 2014
222014
Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning
S Pouyanfar, SC Chen
International Journal of Semantic Computing, 2017
172017
Semantic Event Detection Using Ensemble Deep Learning
S Pouyanfar, SC Chen
2016 IEEE International Symposium on Multimedia (ISM), 203-208, 2016
162016
An Efficient Deep Residual-Inception Network For Multimedia Classification
S Pouyanfar, SC Chen
IEEE International Conference on Multimedia and Expo (ICME), 2017
132017
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
122015
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
112016
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
10*2017
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
92018
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
82019
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
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
52017
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
42019
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
42017
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
32018
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
32018
T-LRA: Trend-based Learning Rate Annealing for Deep Neural Networks
S Pouyanfar, SC Chen
The Third IEEE International Conference on Multimedia Big Data (BigMM), 2017
32017
Florida International University-University of Miami TRECVID 2017
Y Yan, S Pouyanfar, Y Tao, H Tian, MP Reyes, ML Shyu, SC Chen, ...
https://www-nlpir.nist.gov/, 2017
32017
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