Hongsuk Yi

According to our database, Hongsuk Yi authored at least 14 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Dynamic Spatial Transformer WaveNet Network for Traffic Forecasting.

Khac-Hoai Nam Bui, Ngoc Dung Nguyen, Hongsuk Yi

Vietnam. J. Comput. Sci., February, 2023

2022

Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues.

Khac-Hoai Nam Bui, Jiho Cho, Hongsuk Yi

Appl. Intell., 2022

2021

An Automated Hyperparameter Search-Based Deep Learning Model for Highway Traffic Prediction.

Hongsuk Yi, Khac-Hoai Nam Bui

IEEE Trans. Intell. Transp. Syst., 2021

An image generation approach for traffic density classification at large-scale road network.

Jiho Cho, Hongsuk Yi, HeeJin Jung, Khac-Hoai Nam Bui

J. Inf. Telecommun., 2021

UVDS: A New Dataset for Traffic Forecasting with Spatial-Temporal Correlation.

Khac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020

Traffic Density Classification Using Sound Datasets: An Empirical Study on Traffic Flow at Asymmetric Roads.

Khac-Hoai Nam Bui, Hyeonjeong Oh, Hongsuk Yi

IEEE Access, 2020

StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-Identification.

Sangrok Lee, Eunsoo Park, Hongsuk Yi, Sang Hun Lee

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Vehicle Counts by Class Framework using Distinguished Regions Tracking at Multiple Intersections.

Khac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic Datasets.

Khac-Hoai Nam Bui, Hongsuk Yi

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

Video-Based Traffic Flow Analysis for Turning Volume Estimation at Signalized Intersections.

Khac-Hoai Nam Bui, Hongsuk Yi, HeeJin Jung, Jiho Cho

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

Implementing A Deep Learning Framework for Short Term Traffic Flow Prediction.

Hongsuk Yi, Khac-Hoai Nam Bui, HeeJin Jung

Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics, 2019

VDS Data-Based Deep Learning Approach for Traffic Forecasting Using LSTM Network.

Hongsuk Yi, Khac-Hoai Nam Bui

Proceedings of the Progress in Artificial Intelligence, 2019

2017

Deep Neural Networks for traffic flow prediction.

Hongsuk Yi, HeeJin Jung, Sanghoon Bae

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2011

Performance evaluation of GAIA supercomputer using NPB multi-zone benchmarks.

Hongsuk Yi

Comput. Phys. Commun., 2011