Concepedia

Hongsuk Yi

HY

15

Publications

734

Citations

12

H-Index

2003

Active since

Affiliations

Korea Institute of Science & Technology Information(Current)

University of Seoul

Hongsuk Yi is an author at Korea Institute of Science & Technology Information specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceDeep LearningMachine LearningPhysicsApplied PhysicsTransportation EngineeringImage AnalysisMachine Vision

Publications per year

2003–2022

15

Publications

15

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

Khac‐Hoai Nam Bui, Ji-Ho Cho, Hongsuk Yi · Applied Intelligence · 2021 · 225 citations

Transport Network Analysis, Intelligent Traffic Management, Spatiotemporal Diagnostics +11

Deep Neural Networks for traffic flow prediction

Hongsuk Yi, Heejin Jung, Sang-Hoon Bae · 2017 · 96 citations

Deep Neural Networks, Network Flows, Machine Learning +12

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

Hongsuk Yi, Khac‐Hoai Nam Bui · IEEE Transactions on Intelligent Transportation Systems · 2020 · 77 citations

Artificial Intelligence, Engineering, Machine Learning +16

A Multi-Class Multi-Movement Vehicle Counting Framework for Traffic Analysis in Complex Areas Using CCTV Systems

Khac‐Hoai Nam Bui, Hongsuk Yi, Ji-Ho Cho · Energies · 2020 · 50 citations · Full text

Automotive Tracking, Engineering, Machine Learning +19

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

Khac‐Hoai Nam Bui, Hyeon-Jeong Oh, Hongsuk Yi · IEEE Access · 2020 · 44 citations · Full text

Convolutional Neural Network, Traffic Theory, Engineering +25

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