| 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 | 1915 | 2018 |
| 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 | 203 | 2018 |
| Multimodal deep representation learning for video classification H Tian, Y Tao, S Pouyanfar, SC Chen, ML Shyu World Wide Web 22, 1325-1341, 2019 | 77 | 2019 |
| 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, 1893-1911, 2019 | 68 | 2019 |
| Evolutionary programming based deep learning feature selection and network construction for visual data classification H Tian, SC Chen, ML Shyu Information systems frontiers 22 (5), 1053-1066, 2020 | 49 | 2020 |
| A framework for airfare price prediction: a machine learning approach T Wang, S Pouyanfar, H Tian, Y Tao, M Alonso, S Luis, SC Chen 2019 IEEE 20th international conference on information reuse and integration …, 2019 | 49 | 2019 |
| 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 | 33 | 2019 |
| 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 | 27 | 2018 |
| Data analytics for air travel data: a survey and new perspectives H Tian, M Presa-Reyes, Y Tao, T Wang, S Pouyanfar, A Miguel, S Luis, ... ACM Computing Surveys (CSUR) 54 (8), 1-35, 2021 | 26 | 2021 |
| Correlation-based deep learning for multimedia semantic concept detection HY Ha, Y Yang, S Pouyanfar, H Tian, SC Chen Web Information Systems Engineering–WISE 2015: 16th International Conference …, 2015 | 21 | 2015 |
| MCA-NN: Multiple Correspondence Analysis based Neural Network for Disaster Information Detection H Tian, SC Chen IEEE International Conference on Multimedia Big Data (BigMM), 268-275, 2017 | 20 | 2017 |
| Sequential deep learning for disaster-related video classification H Tian, HC Zheng, SC Chen 2018 IEEE Conference on Multimedia Information Processing and Retrieval …, 2018 | 19 | 2018 |
| Genetic algorithm based deep learning model selection for visual data classification H Tian, SC Chen, ML Shyu 2019 IEEE 20th international conference on information reuse and integration …, 2019 | 14 | 2019 |
| A video-aided semantic analytics system for disaster information integration H Tian, SC Chen 2017 IEEE Third International Conference on Multimedia Big Data (BigMM), 242-243, 2017 | 13 | 2017 |
| Automated neural network construction with similarity sensitive evolutionary algorithms H Tian, SC Chen, ML Shyu, S Rubin 2019 IEEE 20th International Conference on Information Reuse and Integration …, 2019 | 11 | 2019 |
| 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 | 11 | 2017 |
| & Iyengar, SS (2018). A survey on deep learning: Algorithms, techniques, and applications S Pouyanfar, S Sadiq, Y Yan, H Tian, Y Tao, MP Reyes, ML Shyu, CC Shu AcM computing Surveys (cSUR) 51 (5), 92, 0 | 7 | |
| 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 | 6 | 2016 |
| Florida international university-university of miami trecvid 2019 Y Tao, T Wang, D Machado, R Garcia, Y Tu, MP Reyes, Y Chen, H Tian, ... TRECVID. NIST, USA, 2019 | 5 | 2019 |
| FA-MCADF: Feature affinity based multiple correspondence analysis and decision fusion framework for disaster information management H Tian, SC Chen, SH Rubin, WK Grefe 2017 IEEE International Conference on Information Reuse and Integration (IRI …, 2017 | 5 | 2017 |
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