Seongjin Choi - Publications, H-index & Citations

Seongjin Choi

university of minnesota

13H指数

90论文数

790被引数

收录论文 15

发表时间

Deep reinforcement learning for dynamic origin-destination matrix estimation in microscopic traffic simulations considering credit assignment 深度强化学习在考虑信用分配的微观交通仿真中动态起讫点矩阵估计的应用

Transportation Research Part C-Emerging Technologies

IF7.9

2026-09-09

PREAI

Donggyu Min; Seongjin Choi; Dong-Kyu Kim

Can renewable energy meet the surging power demand of artificial intelligence? A systematic review 可再生能源能否满足人工智能不断增长的电力需求？系统综述

Renewable and Sustainable Energy Reviews

IF16.3

2026-06-29

PREAI

Sunbin Yoo; Seongjin Choi; Dohyung Kim

Predicted lane-based time to collision: A novel surrogate safety measure for pedestrian potential risk evaluation at non-signalized intersections 基于预测车道的碰撞时间：一种用于无信号交叉口行人潜在风险评估的新型替代安全指标

Transportation Research Interdisciplinary Perspectives

IF3.8

2025-10-28

OAAI

Tengfeng Lin; Zhixiong Jin; Seongjin Choi; Hwasoo Yeo

A gentle introduction and tutorial on Deep Generative Models in transportation research 交通研究中深度生成模型的温和介绍与教程

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2025-07-01

OAAI

Choi, Seongjin; Jin, Zhixiong; Hamd, Seung Woo; Kim, Jiwon; Sunf, Lijun

Probabilistic Traffic Forecasting with Dynamic Regression

TRANSPORTATION SCIENCE

IF4.8

2025-04-01

PREAI

Zheng, Vincent Zhihao; Choi, Seongjin; Sun, Lijun

Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting

TRANSPORTATION SCIENCE

IF4.8

2025-03-01

PREAI

Choi, Seongjin; Saunier, Nicolas; Zheng, Vincent Zhihao; Trepanier, Martin; Sun, Lijun

Framework for Connected and Automated Bus Rapid Transit with Sectionalized Speed Guidance based on deep reinforcement learning: Field test in Sejong City

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2023-03-01

OAAI

Choi, Seongjin; Lee, Donghoun; Kim, Sari; Tak, Sehyun

Transformer-based map-matching model with limited labeled data using transfer-learning approach

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2022-07-01

OAAI

Jin, Zhixiong; Kim, Jiwon; Yeo, Hwasoo; Choi, Seongjin

Safety Monitoring System of CAVs Considering the Trade-Off between Sampling Interval and Data Reliability

SENSORS

IF3.5

2022-05-10

OAAI

Tak, Sehyun; Choi, Seongjin

TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning TrajGAIL: 使用生成对抗模仿学习生成城市车辆轨迹

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2021-07-01

OAAI

Choi, Seongjin; Kim, Jiwon; Yeo, Hwasoo

An investigation of operating behavior characteristics of a wind power system using a fuzzy clustering method

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2017-09-01

PREAI

Choi, Seongjin; Kim, Sungho

Use of neural network to model X-ray photoelectron spectroscopy data for diagnosis of plasma etch equipment

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2009-10-01

PREAI

Kim, Byungwhan; Kim, Jeong; Choi, Seongjin

Use of adaptive network fuzzy inference system to predict plasma charging damage on electrical MOSFET properties

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2009-04-01

PREAI

Kim, Byungwhan; Kwon, Hee Ju; Choi, Seongjin

Prediction of plasma etching using a randomized generalized regression neural network 使用随机广义回归神经网络预测等离子体蚀刻

VACUUM

IF3.9

2004-10-01

PREAI

Kim, B; Lee, DW; Park, KY; Choi, SR; Choi, S

A sensorless approach to control of a turbodynamic left ventricular assist system

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2001-05-01

PREAI

Choi, S; Antaki, JF; Boston, JR; Thomas, D

研究方向