Samira Pouyanfar

Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification

Samira Pouyanfar, Yudong Tao, Anup Mohan et al. · 2018 · 165 citations

Convolutional Neural Network, Engineering, Machine Learning +20

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

Alireza Valikhani, Azadeh Jaberi Jahromi, Samira Pouyanfar et al. · Computer-Aided Civil and Infrastructure Engineering · 2020 · 85 citations

Multimodal deep representation learning for video classification

Haiman Tian, Yudong Tao, Samira Pouyanfar et al. · World Wide Web · 2018 · 77 citations

Image Analysis, Machine Learning, Data Science +8

Multimodal deep learning based on multiple correspondence analysis for disaster management

Samira Pouyanfar, Yudong Tao, Haiman Tian et al. · World Wide Web · 2018 · 59 citations

Image Analysis, Machine Learning, Data Science +8

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

Samira Pouyanfar, Shu‐Ching Chen · International Journal of Semantic Computing · 2017 · 50 citations

Convolutional Neural Network, Engineering, Machine Learning +17