Integrated execution framework for catastrophe modeling. - Yimin Yang 002; Daniel Lopez; Haiman Tian; Samira Pouyanfar; Fausto C. Fleites; Shu-Ching Chen; Shahid Hamid 001 (ICSC, 2015)

Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. - Hsin-Yu Ha; Yimin Yang 002; Samira Pouyanfar; Haiman Tian; Shu-Ching Chen (WISE (2), 2015)

A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). - Haiman Tian; Hsin-Yu Ha; Samira Pouyanfar; Yilin Yan; Sheng Guan; Shu-Ching Chen; Mei-Ling Shyu; Shahid Hamid 001 (IRI, 2016)

Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). - Yilin Yan; Samira Pouyanfar; Haiman Tian; Sheng Guan; Hsin-Yu Ha; Shu-Ching Chen; Mei-Ling Shyu; Shahid Hamid 001 (IRI, 2016)

Florida International University - University of Miami TRECVID 2016. - Yilin Yan; Samira Pouyanfar; Sheng Guan; Haiman Tian; Hsin-Yu Ha; Mei-Ling Shyu; Shu-Ching Chen; Winnie Chen; Tiffany Chen; Jonathan Chen (TRECVID, 2016)

A Video-Aided Semantic Analytics System for Disaster Information Integration. - Haiman Tian; Shu-Ching Chen (BigMM, 2017)

MCA-NN: Multiple Correspondence Analysis Based Neural Network for Disaster Information Detection. - Haiman Tian; Shu-Ching Chen (BigMM, 2017)

FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. - Haiman Tian; Shu-Ching Chen; Stuart H. Rubin; William K. Grefe (IRI, 2017)

Florida International University - University of Miami TRECVID 2017. - Yilin Yan; Samira Pouyanfar; Yudong Tao; Haiman Tian; Maria E. Presa Reyes; Mei-Ling Shyu; Shu-Ching Chen; Winnie Chen; Tiffany Chen; Jonathan Chen (TRECVID, 2017)

Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. - Haiman Tian; Samira Pouyanfar; Jonathan Chen; Shu-Ching Chen; S. Sitharama Iyengar (IRI, 2018)

Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. - 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 (MIPR, 2018)

Sequential Deep Learning for Disaster-Related Video Classification. - Haiman Tian; Hector Cen Zheng; Shu-Ching Chen (MIPR, 2018)

Florida International University - University of Miami TRECVID 2018. - Samira Pouyanfar; Yudong Tao; Haiman Tian; Maria E. Presa Reyes; Yuexuan Tu; Yilin Yan; Tianyi Wang 003; Hector Cen Zheng; Yingxin Li; Saad Sadiq; Mei-Ling Shyu; Shu-Ching Chen; et al. (TRECVID, 2018)

IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics. - Yimin Yang 002; Samira Pouyanfar; Haiman Tian; Min Chen 009; Shu-Ching Chen; Mei-Ling Shyu (IEEE Trans. Multim., 2018)

Unconstrained Flood Event Detection Using Adversarial Data Augmentation. - Samira Pouyanfar; Yudong Tao; Saad Sadiq; Haiman Tian; Yuexuan Tu; Tianyi Wang 003; Shu-Ching Chen; Mei-Ling Shyu (ICIP, 2019)

Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. - Haiman Tian; Shu-Ching Chen; Mei-Ling Shyu (IRI, 2019)

Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. - Haiman Tian; Shu-Ching Chen; Mei-Ling Shyu; Stuart H. Rubin (IRI, 2019)

A Framework for Airfare Price Prediction: A Machine Learning Approach. - Tianyi Wang 003; Samira Pouyanfar; Haiman Tian; Yudong Tao; Miguel Alonso; Steven Luis; Shu-Ching Chen (IRI, 2019)

Florida International University - University ofMiami TRECVID 2019. - Yudong Tao; Tianyi Wang 003; Diana Machado; Raúl García; Yuexuan Tu; Maria E. Presa Reyes; Yeda Chen; Haiman Tian; Mei-Ling Shyu; Shu-Ching Chen (TRECVID, 2019)

A Survey on Deep Learning: Algorithms, Techniques, and Applications. - Samira Pouyanfar; Saad Sadiq; Yilin Yan; Haiman Tian; Yudong Tao; Maria E. Presa Reyes; Mei-Ling Shyu; Shu-Ching Chen; S. S. Iyengar 001 (ACM Comput. Surv., 2019)

Multimodal deep learning based on multiple correspondence analysis for disaster management. - Samira Pouyanfar; Yudong Tao; Haiman Tian; Shu-Ching Chen; Mei-Ling Shyu (World Wide Web, 2019)

Multimodal deep representation learning for video classification. - Haiman Tian; Yudong Tao; Samira Pouyanfar; Shu-Ching Chen; Mei-Ling Shyu (World Wide Web, 2019)

Evolutionary Programming Based Deep Feature and Model Selection for Visual Data Classification. - Haiman Tian; Shu-Ching Chen; Mei-Ling Shyu (MIPR, 2020)

Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification. - Haiman Tian; Shu-Ching Chen; Mei-Ling Shyu (Inf. Syst. Frontiers, 2020)

Data Analytics for Air Travel Data: A Survey and New Perspectives. - Haiman Tian; Maria E. Presa Reyes; Yudong Tao; Tianyi Wang 003; Samira Pouyanfar; Miguel Alonso; Steven Luis; Mei-Ling Shyu; Shu-Ching Chen; Sundaraja Sitharama Iyengar (ACM Comput. Surv., 2022)