Haiman Tian

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 23

Top Topics

Video Classification

Correspondence Analysis

Evolutionary Programming

Top Venues

Publications

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) (2022)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification. Inf. Syst. Frontiers 22 (5) (2020)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Evolutionary Programming Based Deep Feature and Model Selection for Visual Data Classification. MIPR (2020)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin
Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. IRI (2019)
Haiman Tian, Yudong Tao, Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
Multimodal deep representation learning for video classification. World Wide Web 22 (3) (2019)
Samira Pouyanfar, Yudong Tao, Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Multimodal deep learning based on multiple correspondence analysis for disaster management. World Wide Web 22 (5) (2019)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. IRI (2019)
Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, S. S. Iyengar
A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM Comput. Surv. 51 (5) (2019)
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)
Samira Pouyanfar, Yudong Tao, Saad Sadiq, Haiman Tian, Yuexuan Tu, Tianyi Wang, Shu-Ching Chen, Mei-Ling Shyu
Unconstrained Flood Event Detection Using Adversarial Data Augmentation. ICIP (2019)
Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso, Steven Luis, Shu-Ching Chen
A Framework for Airfare Price Prediction: A Machine Learning Approach. IRI (2019)
Yimin Yang, Samira Pouyanfar, Haiman Tian, Min Chen, Shu-Ching Chen, Mei-Ling Shyu
IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics. IEEE Trans. Multim. 20 (4) (2018)
Samira Pouyanfar, Yudong Tao, Anup Mohan, Haiman Tian, Ahmed S. Kaseb, Kent Gauen, Ryan Dailey, Sarah Aghajanzadeh, Yung-Hsiang Lu, Shu-Ching Chen, Mei-Ling Shyu
Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. MIPR (2018)
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)
Haiman Tian, Hector Cen Zheng, Shu-Ching Chen
Sequential Deep Learning for Disaster-Related Video Classification. MIPR (2018)
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)
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)
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)
Haiman Tian, Shu-Ching Chen
A Video-Aided Semantic Analytics System for Disaster Information Integration. BigMM (2017)
Haiman Tian, Shu-Ching Chen
MCA-NN: Multiple Correspondence Analysis Based Neural Network for Disaster Information Detection. BigMM (2017)
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)
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)
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)
Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen
Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. WISE (2) (2015)
Yimin Yang, Daniel Lopez, Haiman Tian, Samira Pouyanfar, Fausto C. Fleites, Shu-Ching Chen, Shahid Hamid
Integrated execution framework for catastrophe modeling. ICSC (2015)