Researcher Page

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Moon, Il-Chul (문일철)
부교수, (산업및시스템공학과)
Research Area
Modeling and Simulation in Social Phenomena, Defense, and Disasters, Machine Learning on Economic and Text Data, Smart Manufacturing with Smart Things
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Weapon–Target Assignment by Reinforcement Learning with Pointer Network

    Na, Hyungho; Ahn, Jaemyungresearcher; Moon, Il-Chulresearcher, JOURNAL OF AEROSPACE INFORMATION SYSTEMS, v.20, no.1, pp.53 - 59, 2023-01

    2
    강화학습 방법론을 이용한 탄도미사일 방어체계 무기-표적할당에 대한 인공지능 방법론 적용에 대한 연구

    변무현; 문일철researcher, 한국국방경영분석학회지, v.48, no.2, pp.99 - 108, 2022-12

    3
    Constructing a personalized recommender system for life Insurance products with machine learning techniques

    Kong, Hyeongwoo; Yun, Wonje; Joo, Weonyoung; et al, INTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT, v.29, no.4, pp.242 - 253, 2022-10

    4
    Practical Formalism-Based Approaches for Multi-Resolution Modeling and Simulation

    Bae, Jang Won; Moon, Il-Chulresearcher, SYSTEMS, v.10, no.5, 2022-10

    5
    Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect

    Yun, Tae-Sub; Kim, Dongjun; Moon, Il-Chulresearcher; et al, JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, v.25, no.4, 2022-10

    6
    Toward Robust Battle Experimental Design for Command and Control of Mechanized Infantry Brigade

    Yun, Woo-Seop; Ko, Sunggil; Byun, Muhyun; et al, MILITARY OPERATIONS RESEARCH, v.27, no.1, pp.45 - 72, 2022-05

    7
    Automatic calibration of dynamic and heterogeneous parameters in agent-based models

    Kim, Dongjun; Yun, Tae-Sub; Moon, Il-Chulresearcher; et al, AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, v.35, no.2, 2021-10

    8
    Black-Box Expectation-Maximization Algorithm for Estimating Latent States of High-Speed Vehicles

    Kim, Yoon-Yeong; Kim, Hyemi; Lee, WonSung; et al, JOURNAL OF AEROSPACE INFORMATION SYSTEMS, v.18, no.4, pp.175 - 192, 2021-04

    9
    Virtual-Constructive 시뮬레이션 연동을 활용한 공중전 전투 실험

    김동준; 신용진; 안경수; et al, 한국시뮬레이션학회 논문지, v.30, no.1, pp.139 - 152, 2021-03

    10
    스마트 그리드 기반 에너지 시스템 운영을 위한 배전계통 조류계산 시뮬레이션 모델 개발

    배희선; 신승재; 문일철researcher; et al, 한국시뮬레이션학회 논문지, v.30, no.1, pp.113 - 126, 2021-03

    11
    Dirichlet Variational Autoencoder

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

    12
    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

    13
    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

    14
    깊은강화학습 기반 1-vs-1 공중전 모델링 및 시뮬레이션

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

    15
    초고속 비행체의 발사원점 추정을 위한 다중 IMM 필터 실험

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

    16
    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

    17
    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

    18
    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

    19
    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

    20
    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

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