Samira Pouyanfar

According to our database¹, Samira Pouyanfar authored at least 32 papers between 2015 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2023

FRR-Net: A Real-Time Blind Face Restoration and Relighting Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Data Analytics for Air Travel Data: A Survey and New Perspectives.

[BibT_eX]

[DOI]

Sundaraja Sitharama Iyengar

ACM Comput. Surv., 2022

2021

Machine learning and image processing approaches for estimating concrete surface roughness using basic cameras.

[BibT_eX]

[DOI]

Alireza Valikhani

Azadeh Jaberi Jahromi

Samira Pouyanfar

Islam M. Mantawy

Atorod Azizinamini

Comput. Aided Civ. Infrastructure Eng., 2021

2020

Differentially Private Synthetic Data: Applied Evaluations and Enhancements.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Differentially Private Mutual Information Ranking and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

2019

Multimodal deep representation learning for video classification.

[BibT_eX]

[DOI]

World Wide Web, 2019

Multimodal deep learning based on multiple correspondence analysis for disaster management.

[BibT_eX]

[DOI]

World Wide Web, 2019

A Survey on Deep Learning: Algorithms, Techniques, and Applications.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification.

[BibT_eX]

[DOI]

Samira Pouyanfar

Tianyi Wang

Shu-Ching Chen

Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

A Framework for Airfare Price Prediction: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

Unconstrained Flood Event Detection Using Adversarial Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Residual Attention-Based Fusion for Video Classification.

[BibT_eX]

[DOI]

Samira Pouyanfar

Tianyi Wang

Shu-Ching Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

ROADS: Randomization for Obstacle Avoidance and Driving in Simulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

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

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Multimedia Big Data Analytics: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2018

Florida International University - University of Miami TRECVID 2018.

[BibT_eX]

[DOI]

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification.

[BibT_eX]

[DOI]

Samira Pouyanfar

Shu-Ching Chen

Mei-Ling Shyu

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

2017

Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning.

[BibT_eX]

[DOI]

Samira Pouyanfar

Shu-Ching Chen

Int. J. Semantic Comput., 2017

Florida International University - University of Miami TRECVID 2017.

[BibT_eX]

[DOI]

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

An efficient deep residual-inception network for multimedia classification.

[BibT_eX]

[DOI]

Samira Pouyanfar

Shu-Ching Chen

Mei-Ling Shyu

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Collaboration and Internet Computing, 2017

T-LRA: Trend-Based Learning Rate Annealing for Deep Neural Networks.

[BibT_eX]

[DOI]

Samira Pouyanfar

Shu-Ching Chen

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016

Computational Health Informatics in the Big Data Age: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2016

Florida International University - University of Miami TRECVID 2016.

[BibT_eX]

[DOI]

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Semantic Event Detection Using Ensemble Deep Learning.

[BibT_eX]

[DOI]

Samira Pouyanfar

Shu-Ching Chen

Proceedings of the IEEE International Symposium on Multimedia, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management.

[BibT_eX]

[DOI]

Samira Pouyanfar

Shu-Ching Chen

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

2015

Correlation-Based Deep Learning for Multimedia Semantic Concept Detection.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Integrated execution framework for catastrophe modeling.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Samira Pouyanfar

Timeline

Legend:

Links

On csauthors.net:

Bibliography

Loading...