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Moon, Il-Chul (문일철)
부교수, Department of Industrial & Systems Engineering(산업및시스템공학과)

http://aai.kaist.ac.kr

Research Area
Modeling and Simulation in Social Phenomena, Defense, and Disasters, Machine Learning on Economic and Text Data, Smart Manufacturing with Smart Things
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Dirichlet Variational Autoencoder

    Joo, Weonyoung; Lee, Wonsung; Park, Sungrae; et al, PATTERN RECOGNITION, v.107, 2020-11

    2
    Housing Market Agent-Based Simulation with Loan-To-Value and Debt-To-Income

    Yun, Tae-Sub; Moon, Il-Chulresearcher, JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, v.23, no.4, 2020-10

    3
    Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: a Case Study of Infantry Company Engagement

    Bae, Jang Won; Lee, Junseok; Kim, Do-Hyung; et al, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.50, no.7, pp.2551 - 2565, 2020-07

    4
    깊은강화학습 기반 1-vs-1 공중전 모델링 및 시뮬레이션

    문일철researcher; 정민재; 김동준, 한국시뮬레이션학회 논문지, v.29, no.1, pp.39 - 46, 2020-03

    5
    초고속 비행체의 발사원점 추정을 위한 다중 IMM 필터 실험

    김윤영; 김혜미; 문일철researcher, 한국군사과학기술학회지, v.23, no.1, pp.18 - 27, 2020-02

    6
    Improving counterfire operations with enhanced command and control structure

    Shin, Su-Jin; Kang, Ahram; Kim, Doyun; et al, COMPUTATIONAL AND MATHEMATICAL ORGANIZATION THEORY, v.25, no.4, pp.464 - 498, 2019-12

    7
    Black-box Modeling for Aircraft Maneuver Control with Bayesian Optimization

    Kim, Dohyung; Oh, Hyun-Shik; Moon, Il-Chulresearcher, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, v.17, no.6, pp.1558 - 1568, 2019-06

    8
    Evaluation of Disaster Response System using Agent-Based Model with Geospatial and Medical Details

    Bae, Jang Won; Shin, Kyohong; Lee, Hyun-Rok; et al, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.48, no.9, pp.1454 - 1469, 2018-09

    9
    Hierarchical prescription pattern analysis with symptom labels

    Shin, Su-Jin; Oh, Je-Yong; Park, Sungrae; et al, PATTERN RECOGNITION LETTERS, v.111, pp.94 - 100, 2018-08

    10
    State Prediction of High-speed Ballistic Vehicles with Gaussian Process

    Moon, Il-Chulresearcher; Song, Kyungwoo; Kim, Sang Hyeon; et al, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, v.16, no.3, pp.1282 - 1292, 2018-06

    11
    강화학습을 이용한 이종 장비 토목 공정 계획

    지민기; 박준건; 김도형; et al, 한국시뮬레이션학회 논문지, v.27, no.1, pp.1 - 13, 2018-03

    12
    Identifying prescription patterns with a topic model of diseases and medications

    Park, Sungrae; Choi, Doosup; Kim, Minkiresearcher; et al, JOURNAL OF BIOMEDICAL INFORMATICS, v.75, pp.35 - 47, 2017-11

    13
    대화력전 및 기계화 보병 시나리오를 통한 대규모 가상군의 POMDP 행동계획 및 학습 사례연구

    이종민; 홍정표; 박재영; et al, 정보과학회 컴퓨팅의 실제 논문지, v.23, no.6, pp.343 - 349, 2017-06

    14
    Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors

    Shin, Su-Jin; Moon, Il-Chulresearcher, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.29, no.2, pp.330 - 343, 2017-02

    15
    소셜미디어 분석을 통한 소비자들의 L-글루타민산나트륨에 대한 인식 조사

    이수연; 이원성; 문일철researcher; et al, 한국식품위생안전성학회지, v.31, no.3, pp.153 - 166, 2016-06

    16
    LDEF Formalism for Agent-Based Model Development

    Bae, Jang Won; Moon, Il-Chulresearcher, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, v.46, no.6, pp.793 - 808, 2016-06

    17
    Efficient Flattening Algorithm for Hierarchical and Dynamic Structure Discrete Event Models

    Bae, Jang Won; Bae, Sang Won; Moon, Il-Chulresearcher; et al, ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, v.26, no.4, 2016-05

    18
    Accelerated simulation of hierarchical military operations with tabulation technique

    Bae, Jang Won; Kim, Jung Hoon; Kim, Tag Gonresearcher; et al, JOURNAL OF SIMULATION, v.10, no.1, pp.36 - 49, 2016-02

    19
    소셜미디어 분석을 통한 삭카린나트륨 소비자 인식 조사

    이수연; 이원성; 권훈정; et al, 한국식품위생안전성학회지, v.30, no.4, pp.329 - 342, 2015-12

    20
    Agent-Based Simulation of Time to Decide: Military Commands and Time Delays

    Yun, Woo Seop; Moon, Il-Chulresearcher; Lee, Tae Eogresearcher, JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, v.18, no.4, 2015-10
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