Haiman Tian

发表

A Framework for Airfare Price Prediction: A Machine Learning Approach

Tianyi Wang, Samira Pouyanfar, Haiman Tian, 2019, 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI).

Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms

Mei-Ling Shyu, Haiman Tian, Shu-Ching Chen, 2019, 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI).

FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management

Stuart Harvey Rubin, Shu-Ching Chen, Haiman Tian, 2017, 2017 IEEE International Conference on Information Reuse and Integration (IRI).

IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics

Min Chen, Shu-Ching Chen, Mei-Ling Shyu, 2018, IEEE Transactions on Multimedia.

A Survey on Deep Learning

Mei-Ling Shyu, Samira Pouyanfar, Haiman Tian, 2018, ACM Comput. Surv..

Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification

Mei-Ling Shyu, Haiman Tian, Shu-Ching Chen, 2019, 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI).

Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification

Mei-Ling Shyu, Haiman Tian, Shu-Ching Chen, 2020, Inf. Syst. Frontiers.

MCA-NN: Multiple Correspondence Analysis Based Neural Network for Disaster Information Detection

Shu-Ching Chen, Haiman Tian, 2017, 2017 IEEE Third International Conference on Multimedia Big Data (BigMM).

A Video-Aided Semantic Analytics System for Disaster Information Integration

Shu-Ching Chen, Haiman Tian, Shu‐Ching Chen, 2017, 2017 IEEE Third International Conference on Multimedia Big Data (BigMM).

Correlation-Based Deep Learning for Multimedia Semantic Concept Detection

Shu-Ching Chen, Yimin Yang, Samira Pouyanfar, 2015, WISE.

Multimodal deep learning based on multiple correspondence analysis for disaster management

Mei-Ling Shyu, Samira Pouyanfar, Haiman Tian, 2018, World Wide Web.

Unconstrained Flood Event Detection Using Adversarial Data Augmentation

Mei-Ling Shyu, Tianyi Wang, Samira Pouyanfar, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Sequential Deep Learning for Disaster-Related Video Classification

Shu-Ching Chen, Haiman Tian, Hector Cen Zheng, 2018, 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Florida International University - University of Miami TRECVID 2018

Shu-Ching Chen, Mei-Ling Shyu, Haiman Tian, 2013, TRECVID.

Integrated execution framework for catastrophe modeling

Shu-Ching Chen, Yimin Yang, Samira Pouyanfar, 2015, Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing (IEEE ICSC 2015).

Evolutionary Programming Based Deep Feature and Model Selection for Visual Data Classification

Mei-Ling Shyu, Haiman Tian, Shu-Ching Chen, 2020, 2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification

Shu-Ching Chen, Mei-Ling Shyu, Samira Pouyanfar, 2018, 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms

S. Sitharama Iyengar, Shu-Ching Chen, Samira Pouyanfar, 2018, 2018 IEEE International Conference on Information Reuse and Integration (IRI).

Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper)

Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, 2016, 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI).

A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper)

Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, 2016, 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI).

Multimodal deep representation learning for video classification

Shu-Ching Chen, Mei-Ling Shyu, Samira Pouyanfar, 2018, World Wide Web.