Samira Pouyanfar

34 papers A 1B 1C 1Misc 7Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	FRR-Net: A Real-Time Blind Face Restoration and Relighting Network. CVPR Workshops Samira Pouyanfar, Sunando Sengupta, Mahmoud Mohammadi, Ebey Abraham, Brett Bloomquist, Lukas Dauterman, Anjali Parikh, Steve Lim, Eric Sommerlade
2022	J	`jnl`	Data Analytics for Air Travel Data: A Survey and New Perspectives. ACM Comput. Surv. 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
2021	J	`jnl`	Machine learning and image processing approaches for estimating concrete surface roughness using basic cameras. Comput. Aided Civ. Infrastructure Eng. Alireza Valikhani, Azadeh Jaberi Jahromi, Samira Pouyanfar, Islam M. Mantawy, Atorod Azizinamini
2020	J	`jnl`	Differentially Private Synthetic Data: Applied Evaluations and Enhancements. CoRR Lucas Rosenblatt, Xiaoyan Liu, Samira Pouyanfar, Eduardo de Leon, Anuj Desai, Joshua Allen
2020	Misc	`conf`	Distributed Differentially Private Mutual Information Ranking and Its Applications. IRI Ankit Srivastava, Samira Pouyanfar, Joshua Allen, Ken Johnston, Qida Ma
2020	J	`jnl`	Distributed Differentially Private Mutual Information Ranking and Its Applications. CoRR Ankit Srivastava, Samira Pouyanfar, Joshua Allen, Ken Johnston, Qida Ma
2019	Misc	`conf`	A Framework for Airfare Price Prediction: A Machine Learning Approach. IRI Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso, Steven Luis, Shu-Ching Chen
2019	—	`conf`	A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification. MIPR Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen
2019	J	`jnl`	A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM Comput. Surv. Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, S. S. Iyengar
2019	J	`jnl`	Multimodal deep learning based on multiple correspondence analysis for disaster management. World Wide Web Samira Pouyanfar, Yudong Tao, Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
2019	J	`jnl`	Multimodal deep representation learning for video classification. World Wide Web Haiman Tian, Yudong Tao, Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
2019	—	`conf`	ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. CVPR Workshops Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen
2019	—	`conf`	ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. CVPR Workshops Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen
2019	—	`conf`	Residual Attention-Based Fusion for Video Classification. CVPR Workshops Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen
2019	B	`conf`	Unconstrained Flood Event Detection Using Adversarial Data Augmentation. ICIP Samira Pouyanfar, Yudong Tao, Saad Sadiq, Haiman Tian, Yuexuan Tu, Tianyi Wang, Shu-Ching Chen, Mei-Ling Shyu
2018	Misc	`conf`	Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. IRI Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar
2018	Misc	`conf`	Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. IRI Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
2018	—	`conf`	Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. MIPR 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
2018	—	`conf`	Florida International University - University of Miami TRECVID 2018. TRECVID 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
2018	J	`jnl`	IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics. IEEE Trans. Multim. Yimin Yang, Samira Pouyanfar, Haiman Tian, Min Chen, Shu-Ching Chen, Mei-Ling Shyu
2018	J	`jnl`	Multimedia Big Data Analytics: A Survey. ACM Comput. Surv. Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu, S. S. Iyengar
2017	A	`conf`	An efficient deep residual-inception network for multimedia classification. ICME Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
2017	J	`jnl`	Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning. Int. J. Semantic Comput. Samira Pouyanfar, Shu-Ching Chen
2017	—	`conf`	DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning. CIC Lili Pan, Samira Pouyanfar, Hao Chen, Jiaohua Qin, Shu-Ching Chen
2017	—	`conf`	Florida International University - University of Miami TRECVID 2017. TRECVID Yilin Yan, Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
2017	—	`conf`	T-LRA: Trend-Based Learning Rate Annealing for Deep Neural Networks. BigMM Samira Pouyanfar, Shu-Ching Chen
2016	Misc	`conf`	A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). IRI Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid
2016	J	`jnl`	Computational Health Informatics in the Big Data Age: A Survey. ACM Comput. Surv. Ruogu Fang, Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, S. S. Iyengar
2016	Misc	`conf`	Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). IRI Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid
2016	—	`conf`	Florida International University - University of Miami TRECVID 2016. TRECVID Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
2016	Misc	`conf`	Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management. IRI Samira Pouyanfar, Shu-Ching Chen
2016	C	`conf`	Semantic Event Detection Using Ensemble Deep Learning. ISM Samira Pouyanfar, Shu-Ching Chen
2015	—	`conf`	Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. WISE (2) Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen
2015	—	`conf`	Integrated execution framework for catastrophe modeling. ICSC Yimin Yang, Daniel Lopez, Haiman Tian, Samira Pouyanfar, Fausto C. Fleites, Shu-Ching Chen, Shahid Hamid