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Yeo, Hwasoo (여화수)
교수, Department of Civil and Environmental Engineering(건설및환경공학과)

http://sts.kaist.ac.kr/

Research Area
Transportation Systems Engineering, Traffic Flow Theory, and Traffic Operation, Intelligent Transportation Systems
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Transformer-based map-matching model with limited labeled data using transfer-learning approach

    Jin, Zhixiong; Kim, Jiwon; Yeo, Hwasooresearcher; et al, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.140, 2022-07

    2
    A novel method of predictive collision risk area estimation for proactive pedestrian accident prevention system in urban surveillance infrastructure

    Noh, Byeongjoon; Yeo, Hwasooresearcher, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.137, 2022-04

    3
    Analyzing vehicle-pedestrian interactions: Combining data cube structure and predictive collision risk estimation model

    Noh, Byeongjoon; Park, Hansaem; Yeo, Hwasooresearcher, ACCIDENT ANALYSIS AND PREVENTION, v.165, 2022-02

    4
    기계학습과 시뮬레이션 기법을 융합한 교통 상태 예측 방법 개발 연구

    김예은; 김성훈; 여화수researcher, 한국ITS학회 논문지, v.20, no.5, pp.100 - 112, 2021-10

    5
    Transferable traffic signal control: Reinforcement learning with graph centric state representation

    Yoon, Jinwon; Ahn, Kyuree; Park, Jinkyooresearcher; et al, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.130, 2021-09

    6
    Approach Control Concepts and Optimal Vertiport Airspace Design for Urban Air Mobility (UAM) Operation

    Song, Kyowon; Yeo, Hwasooresearcher; Moon, Jung-Ho, INTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES, v.22, no.4, pp.982 - 994, 2021-08

    7
    Methodology to Increase Flexibility in Inter-Region Flow Control for Urban Traffic

    Kim, Sunghoon; Menendez, Monica; Yeo, Hwasooresearcher, TRANSPORTATION RESEARCH RECORD, v.2675, no.8, pp.268 - 280, 2021-08

    8
    Analysis of Vehicle-Pedestrian Interactive Behaviors near Unsignalized Crosswalk

    Noh, Byeongjoon; Ka, Dongho; Lee, Davidresearcher; et al, TRANSPORTATION RESEARCH RECORD, v.2675, no.8, pp.494 - 505, 2021-08

    9
    Development of optimal scheduling strategy and approach control model of multicopter VTOL aircraft for urban air mobility (UAM) operation

    Song, Kyowon; Yeo, Hwasooresearcher, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.128, 2021-07

    10
    TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning

    Choi, Seongjin; Kim, Jiwon; Yeo, Hwasooresearcher, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.128, 2021-07

    11
    SafetyCube: Framework for potential pedestrian risk analysis using multi-dimensional OLAP

    Noh, Byeongjoon; Yeo, Hwasooresearcher, ACCIDENT ANALYSIS AND PREVENTION, v.155, 2021-06

    12
    A Study on Travel Time Estimation of Diverging Traffic Stream on Highways Based on Timestamp Data

    Kim, Sunghoon; Yu, Hwapyeong; Yeo, Hwasooresearcher, JOURNAL OF ADVANCED TRANSPORTATION, v.2021, 2021-01

    13
    Emerging technologies for sustainable transportation system

    Yeo, Hwasooresearcher; Ge, Ying-en; Jang, Kitaeresearcher; et al, INTERNATIONAL JOURNAL OF SUSTAINABLE TRANSPORTATION, v.15, no.5, pp.323 - 324, 2021

    14
    Trajectory Data Analysis on the Spatial and Temporal Influence of Pedestrian Flow on Path Planning Decision

    Kim, Jeongyun; Tak, Sehyun; Bierlaire, Michel; et al, SUSTAINABILITY, v.12, no.24, pp.10419, 2020-12

    15
    수요응답형 대중교통체계를 위한 클러스터링 기반의 다중차량 경로탐색 방법론 연구

    김지후; 김정윤; 여화수researcher, 한국ITS학회 논문지, v.19, no.5, pp.82 - 96, 2020-10

    16
    주성분분석을 이용한 기종점 데이터의 압축 및 주요 패턴 도출에 관한 연구

    김정윤; 탁세현; 윤진원; et al, 한국ITS학회 논문지, v.19, no.4, pp.81 - 99, 2020-08

    17
    Development of an Asymmetric Car-Following Model and Simulation Validation

    Park, Minju; Kim, Yeeun; Yeo, Hwasooresearcher, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.21, no.8, pp.3513 - 3524, 2020-08

    18
    Sectional Information-Based Collision Warning System Using Roadside Unit Aggregated Connected-Vehicle Information for a Cooperative Intelligent Transport System

    Tak, Sehyun; Yoon, Jinsu; Woo, Soomin; et al, JOURNAL OF ADVANCED TRANSPORTATION, v.2020, 2020-07

    19
    Design of reinforcement learning for perimeter control using network transmission model based macroscopic traffic simulation

    Yoon, Jinwon; Kim, Sunghoon; Byon, Young-Ji; et al, PLOS ONE, v.15, no.7, 2020-07

    20
    Traffic Data Imputation Using Deep Convolutional Neural Networks

    Benkraouda, Ouafa; Thodi, Bilal Thonnam; Yeo, Hwasooresearcher; et al, IEEE ACCESS, v.8, pp.104740 - 104752, 2020-05
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