Samira Pouyanfar
Samira Pouyanfar
Verifierad e-postadress på microsoft.com
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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
3482018
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
1872016
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
932018
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
482018
Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning
S Pouyanfar, SC Chen
International Journal of Semantic Computing, 2017
342017
Music emotion recognition using two level classification
S Pouyanfar, H Sameti
2014 Iranian Conference on Intelligent Systems, (ICIS), 1-6, 2014
302014
Semantic Event Detection Using Ensemble Deep Learning
S Pouyanfar, SC Chen
2016 IEEE International Symposium on Multimedia (ISM), 203-208, 2016
252016
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
222019
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
222019
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
22*2017
An Efficient Deep Residual-Inception Network For Multimedia Classification
S Pouyanfar, SC Chen
IEEE International Conference on Multimedia and Expo (ICME), 2017
212017
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
172016
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
172015
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
122018
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
102017
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
92019
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
82017
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
72017
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
62019
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
62018
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Artiklar 1–20