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Haiman Tian
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2020 – today
- 2022
- [j6]Haiman Tian, Maria E. Presa Reyes, Yudong Tao, Tianyi Wang, Samira Pouyanfar, Miguel Alonso, Steven Luis
, Mei-Ling Shyu, Shu-Ching Chen, Sundaraja Sitharama Iyengar:
Data Analytics for Air Travel Data: A Survey and New Perspectives. ACM Comput. Surv. 54(8): 167:1-167:35 (2022) - 2020
- [j5]Haiman Tian
Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification. Inf. Syst. Frontiers 22(5): 1053-1066 (2020) - [c19]Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu:
Evolutionary Programming Based Deep Feature and Model Selection for Visual Data Classification. MIPR 2020: 61-66
2010 – 2019
- 2019
- [j4]Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao
A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM Comput. Surv. 51(5): 92:1-92:36 (2019) - [j3]Haiman Tian, Yudong Tao
Multimodal deep representation learning for video classification. World Wide Web 22(3): 1325-1341 (2019) - [j2]Samira Pouyanfar, Yudong Tao
Multimodal deep learning based on multiple correspondence analysis for disaster management. World Wide Web 22(5): 1893-1911 (2019) - [c18]Samira Pouyanfar, Yudong Tao
Unconstrained Flood Event Detection Using Adversarial Data Augmentation. ICIP 2019: 155-159 - [c17]Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu:
Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. IRI 2019: 127-134 - [c16]Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao
A Framework for Airfare Price Prediction: A Machine Learning Approach. IRI 2019: 200-207 - [c15]Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin:
Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. IRI 2019: 283-290 - [c14]Yudong Tao, Tianyi Wang, Diana Machado, Raúl García, Yuexuan Tu, Maria E. Presa Reyes, Yeda Chen, Haiman Tian, Mei-Ling Shyu, Shu-Ching Chen:
Florida International University - University ofMiami TRECVID 2019. TRECVID 2019 - 2018
- [j1]Yimin Yang, Samira Pouyanfar, Haiman Tian
IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics. IEEE Trans. Multim. 20(4): 1024-1032 (2018) - [c13]Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar:
Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. IRI 2018: 444-451 - [c12]Haiman Tian, Hector Cen Zheng, Shu-Ching Chen:
Sequential Deep Learning for Disaster-Related Video Classification. MIPR 2018: 106-111 - [c11]Samira Pouyanfar, Yudong Tao
Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. MIPR 2018: 112-117 - [c10]Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Yuexuan Tu, Yilin Yan, Tianyi Wang, Hector Cen Zheng, Yingxin Li, Saad Sadiq, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen:
Florida International University - University of Miami TRECVID 2018. TRECVID 2018 - 2017
- [c9]Haiman Tian, Shu-Ching Chen:
A Video-Aided Semantic Analytics System for Disaster Information Integration. BigMM 2017: 242-243 - [c8]Haiman Tian, Shu-Ching Chen:
MCA-NN: Multiple Correspondence Analysis Based Neural Network for Disaster Information Detection. BigMM 2017: 268-275 - [c7]Haiman Tian, Shu-Ching Chen, Stuart H. Rubin, William K. Grefe:
FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. IRI 2017: 198-206 - [c6]Yilin Yan, Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen:
Florida International University - University of Miami TRECVID 2017. TRECVID 2017 - 2016
- [c5]Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid:
A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). IRI 2016: 324-331 - [c4]Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid:
Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). IRI 2016: 441-447 - [c3]Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen:
Florida International University - University of Miami TRECVID 2016. TRECVID 2016 - 2015
- [c2]Yimin Yang, Daniel Lopez, Haiman Tian, Samira Pouyanfar, Fausto C. Fleites, Shu-Ching Chen, Shahid Hamid:
Integrated execution framework for catastrophe modeling. ICSC 2015: 201-207 - [c1]Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen:
Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. WISE (2) 2015: 473-487
Coauthor Index
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