KAKIMOTO Yohei

Department of Industrial Engineering and ManagementAssistant Professor

Degree

  • Ph.D., Mar. 2023

Research Keyword

  • Social simulation
  • 数理モデル
  • Facility location problem
  • Optimization problem

Field Of Study

  • Informatics, Mathematical informatics
  • Social infrastructure (civil Engineering, architecture, disaster prevention), Social systems engineering

Career

  • Apr. 2023 - Present
    Nihon University, College of Industrial Technology, Assistant Professor
  • Apr. 2021 - Mar. 2023
    Nihon University, College of Industrial Technology, Assistant
  • Apr. 2020 - Mar. 2021
    Kanto Gakuin University, 理工学部, 研究助手
  • Apr. 2018 - Mar. 2021
    サレジオ工業高等専門学校, 情報工学科, 非常勤講師

Educational Background

  • Apr. 2018 - Mar. 2021
    Hosei University, 理工学研究科, システム理工学専攻
  • Apr. 2016 - Mar. 2018
    Nagaoka University of Technology, 工学研究科, 情報・経営システム工学専攻
  • Apr. 2014 - Mar. 2016
    Nagaoka University of Technology, 工学部, 経営情報システム工学科

Award

  • IEOM Society International, IEOM Poster Competition Award
    Location Model Minimizing Distances between EV Charging Stations, International society
    Yohei Kakimoto;Hiroyuki Goto;Yoichi Shimakawa;Prommas Panote
  • 株式会社NTTデータ数理システム, Numerical Optimizer 学生研究奨励賞
    制約条件が厳しい時間割編成問題における制約条件の緩和とその評価, Others
    柿本 陽平

Paper

  • ★Fast screening framework for infection control scenario identification
    Yohei Kakimoto; Yuto Omae; Jun Toyotani; Hirotaka Takahashi
    Mathematical Biosciences and Engineering, 2022
  • Impacts of Snow Accumulation on a Facility Location Model -Focusing on the Road Network in Nagaoka, Niigata, Japan-
    Harutaka Kikuchi; Yohei Kakimoto; Yuto Omae; Kazuki Sakai
    International Journal of Innovative Computing, Information and Control, Apr. 2024, Refereed
  • Evaluation of location-data based features using Gaussian mixture models for age group estimation
    Yohei Kakimoto; Yuto Omae
    Journal of Physics: Conference Series, Feb. 2024, Refereed, Not invited
    Lead
  • Seat Allocation Model for Constraining COVID-19 Infection Risk in Restaurants
    Yohei Kakimoto; Yuto Omae; Jun Toyotani; Kazuyuki Hara; Hirotaka Takahashi
    Journal of Japan Industrial Management Association, Jul. 2023, Refereed
  • Three-State Classification of Pulmonary Artery Wedge Pressure from Chest X-Ray Images Using Convolutional Neural Network
    Tomoki Miura; Yuto Omae; Yuki Saito; Daisuke Fukamachi; Koichi Nagashima; Yasuo Okumura; Yohei Kakimoto; Jun Toyotani
    ICIC Express Letters, Part B: Applications, Mar. 2023, Refereed, Not invited
  • GUI System to Support Cardiology Examination Based on Explainable Regression CNN for Estimating Pulmonary Artery Wedge Pressure
    Yuto OMAE; Yuki SAITO; Yohei KAKIMOTO; Daisuke FUKAMACHI; Koichi NAGASHIMA; Yasuo OKUMURA; Jun TOYOTANI
    IEICE Transactions on Information and Systems, 2023
  • Wasserstein距離による特徴マップの異常性スコアを基準としたCNN特徴量の次元削減
    大前 佑斗; 柿本 陽平; 齋藤 佑記; 深町 大介; 永嶋 孝一; 奥村 恭男; 豊谷 純
    電子情報通信学会技術研究報告(MEとバイオサイバネティックス), Nov. 2022
  • Disaster Evacuation Simulation Considering Transmission of False and Fact-Checking Information by Social Networking Service
    Hirotaka Takahashi; Chie Uenae; Yasushi Sumitani; Yohei Kakimoto; Yuto Omae
    International Journal of Innovative Computing, Information and Control, Jun. 2022, Refereed, Not invited
  • SIRVDモデルによるCOVID-19ワクチン接種を考慮した日本国内の感染伝播シミュレーション
    大前佑斗; 柿本 陽平; 豊谷純; 原一之; 權寧博; 高橋弘毅
    日本経営工学会論文誌, May 2022, Refereed
  • 千葉県習志野市における新型コロナウイルス感染予防対策のための人口密集エリアの推定と分類,
    柿本陽平; 大前佑斗; 豊谷純
    日本情報ディレクトリ学会誌, Mar. 2022, Refereed
    Lead
  • Rest-area location model for time-driven demands to the expend buffer time of freight vehicles
    Yohei Kakimoto; Yoichi Shimakawa
    International Journal of Innovative Computing, Information and Control, Feb. 2022, Refereed, Not invited
    Lead
  • Development of the GUI system “PAWP ViQE” for Supporting Cardiology Examination by Explainable Regression CNN
    Omae Yuto; Saito Yuki; Kakimoto Yohei; Fukamachi Daisuke; Nagashima Koichi; Okumura Yasuo; Toyotani Jun
    Proceedings of the Fuzzy System Symposium, 2022
  • SIRVVD model-based verification of the effect of first and second doses of COVID-19/SARS-CoV-2 vaccination in Japan
    Yuto Omae; Yohei Kakimoto; Makoto Sasaki; Jun Toyotani; Kazuyuki Hara; Yasuhiro Gon; Hirotaka Takahashi
    Mathematical Biosciences and Engineering, 2022
  • Quantitative estimation of pulmonary artery wedge pressure from chest radiographs by a regression convolutional neural network
    Yuki Saito; Yuto Omae; Daisuke Fukamachi; Koichi Nagashima; Saki Mizobuchi; Yohei Kakimoto; Jun Toyotani; Yasuo Okumura
    Heart and Vessels, 2022, Refereed
  • SIR model-based verification of effect of COVID-19 contact-confirming application (COCOA) on reducing infectors in Japan
    Yuto Omae; Yohei Kakimoto; Jun Toyotani; Kazuyuki Hara; Yasuhiro Gon; Hirotaka Takahashi
    Mathematical Biosciences and Engineering, 2021, Refereed, Not invited
  • Impact of removal strategies of stay-at-home orders on the number of COVID-19 infectors and people leaving their homes
    Yuto Omae; Yohei Kakimoto; Jun Toyotani; Kazuyuki Hara; Yasuhiro Gon; Hirotaka Takahashi
    International Journal of Innovative Computing, Information and Control, 2021, Refereed, Not invited
  • Reliability of multi-agent based infection simulator with parameters of isolation wards
    Yuto Omae; Yohei Kakimoto; Jun Toyotani; Kazuyuki Hara; Yasuhiro Gon; Hirotaka Takahashi
    ICIC Express Letters, Part B: Applications, 2021
  • Mathematical model considering effect of COVID-19 contact-confirming application (COCOA) and “GoTo travel campaign”
    Ryota Maehashi; Rian Nagaoka; Yuka Nigoshi; Yuga Hayashi; Ryuhei Moriguchi; Yohei Kamimoto; Jun Toyotani; Kazuyuki Hara; Hirotaka Takahashi; Yuto Omae
    Journal of Physics: Conference Series, 2021, Refereed
  • Lightweight computation of overlaid traffic flows by shortest origin-destination trips
    Hiroyuki Goto; Yohei Kakimoto
    IEICE Transactions on Fundamentals of Electronics, Communications and Computer Science, 2019, Refereed, Not invited
  • Optimal location model of electric vehicle charging facility based on the flow-capturing location-allocation model –Case study by using the data of road network of Bangkok, Thailand
    Yohei Kakimoto; Yoichi Shimakawa; Hirotaka Takahashi
    Journal of Computations & Modelling, 2018, Refereed, Not invited
    Lead
  • An Evaluation and Relaxation of Constraints in Constraint Satisfaction Problem by Linear Programming : Case of Timetabling
    柿本陽平,高橋弘毅,島川陽一
    日本経営工学会論文誌, 2016, Refereed, Not invited
    Lead

Lectures, oral presentations, etc.

  • Evaluation of location-data based features using Gaussian mixture models for age group estimation
    Yohei Kakimoto; Yuto Omae
    12th International Conference on Mathematical Modeling in Physical Sciences (IC-MSQUARE 2023), Belgrade, Serbia, Aug. 2023, Not invited
  • 授業アンケートに対する一覧性の高い評価分析システムの開発
    柿本陽平、 大島崇行、 椎谷由佳、 大前佑斗、 高橋弘毅
    電子情報通信学会 総合大会, Mar. 2023
  • Three-State Classification of Pulmonary Artery Wedge Pressure from Chest X-Ray Images Using Convolutional Neural Network
    Tomoki Miura; Yuto Omae; Yuki Saito; Daisuke Fukamachi; Koichi Nagashima; Yasuo Okumura; Yohei Kakimoto; Jun Toyotani
    16th International Conference on Innovative Computing, Information and Control, Sep. 2022
  • Disaster Evacuation Simulation Considering Transmission of False and Fact-Checking Information by Social Networking Service
    Hirotaka Takahashi; Chie Uenae; Yasushi Sumitan; Yohei Kakimoto Yuto Omae
    15th International Conference on Innovative Computing (ICICIC2021), Sep. 2021
  • Mathematical Model Considering Effect of COVID-19 Contact-Confirming Application (COCOA) and “GoTo Travel Campaign”,
    Ryota Maehashi; Rian Nagaoka; Yuka Nigoshi; Yuga Hayashi; Ryuhei Moriguchi; Yohei Kamimoto; Jun Toyotani; Kazuyuki Hara; Hirotaka Takahashi; Yuto Omae
    10th International Conference on Mathematical Modeling in Physical Sciences, Sep. 2021
  • COVID-19の感染リスクを考慮した飲食店における着座管理モデル
    柿本陽平; 大前佑斗; 豊谷純; 原一之; 高橋弘毅
    電子情報通信学会 安全・安心な生活とICT研究会, Jul. 2021
  • クリティカルチェーン法における厳密最適解 〜混合整数線形計画法によるアプローチ〜
    五島洋行; 柿本陽平
    計測自動制御学会 システム・情報部門 第67回離散事象システム研究会, Nov. 2020
  • Formulation of Systems with Structures of Selection and Synchronization in a Min-Max-Plus System Representation
    Yohei Kakimoto; Hiroyuki Goto
    59th Annual Conference of the Society of Instrument and Control Engineers of Japan, Sep. 2020
  • Reduction in time complexity for computing overlaid traffic flows
    Hiroyuki Goto; Yohei Kakimoto; Prommas Panote; Yoichi Shimakawa
    30th European Conference On Operational Research, Jun. 2019
  • A Facility Location Model reducing Buffer Time of Cargo Vehicles for Transportation Planning
    Yohei Kakimoto; Hiroyuki Goto; Yoichi Shimakawa; Prommas Panote
    30th European Conference on Operational Research, Jun. 2019
  • Location model minimizing distances between EV charging stations
    Yohei Kakimoto; Hiroyuki Goto; Yoichi Shimakawa
    9th International Conference on Industrial Engineering and Operations Management, Mar. 2019
  • Analysis of Location Model for Charging Facility considering Driving Distance
    Yohei Kakimoto; Hiroyuki Goto; Yoichi Shimakawa; Hirotaka Takahashi
    29th European Conference on Operational Research, Jul. 2018
  • On the Locations of Electric Vehicle Charging Facilities using a Geographic Information System
    Yohei Kakimoto; Hirotaka Takahashi; Yoichi Shimakawa; Hiroyuki Goto
    8th International Conference on Industrial Engineering and Operations Management, Mar. 2018
  • A Location Method for Electric Vehicle Charging Facilities Based on Flow-Capturing Location-Allocation Model
    Yohei Kakimoto; Hirotaka Takahachi; Yoichi Shimakawa; Hiroyuki Goto
    6th International GIGAKU Conference in Nagaoka, Oct. 2017
  • Development of vehicle charging facility location problem based on flow-capturing location-allocation model
    Yohei Kakimoto; Hirotaka Takahashi; Yoichi Shimakawa; Hiroyuki Goto
    21st Conference of the International Federation of Operational Research Societies, Jul. 2017
  • 制約条件が厳しい時間割編成問題における制約条件の緩和とその評価
    柿本陽平,高橋弘毅,島川陽一
    数理システムユーザーコンファレンス, Nov. 2016
  • An Evaluation and Relaxation of Constraints in Constraint Satisfaction Problem by Linear Programming: Case of Timetabling
    Yohei Kakimoto; Hirotaka Takahashi; Yoichi Shimakawa
    5th International GIGAKU Conference in Nagaoka, Oct. 2016
  • 制約充足問題における制約条件式の難易度に関する一検討
    3.柿本陽平,高橋弘毅,島川陽一
    日本オペレーションズ・リサーチ学会2015年秋季研究発表会, Sep. 2015
  • A Study on Efficient Methods of Constraint Programming for Timetabling Problem
    Yutaro Kitamura; Yohei Kakimoto; Hirotaka Takahashi; Yoichi Shimakawa
    10th Triennial Conference of the Association of Asia-Pacific Operational Research Societies, Aug. 2015, Not invited
  • 時間割編成問題の解の改善方法とその評価
    柿本陽平,高橋弘毅,島川陽一
    日本オペレーションズ・リサーチ学会2015年春季研究発表会, Mar. 2015
  • 時間割編成問題への制約充足アルゴリズムの適用と評価
    柿本陽平,高橋弘毅,島川陽一
    日本オペレーションズ・リサーチ学会2014年秋季研究発表会, Aug. 2014

Courses

  • 人工知能
    Apr. 2020 - Mar. 2021
    サレジオ工業高等専門学校
  • 情報工学基礎演習
    Apr. 2018 - Mar. 2021
    サレジオ工業高等専門学校
  • 情報工学実験
    Apr. 2018 - Mar. 2020
    サレジオ工業高等専門学校

Affiliated academic society

  • Jul. 2014 - Present
    日本オペレーションズ・リサーチ学会

Research Themes

  • ミクロな複雑系を無視しない高速なシナリオ選定のための社会シミュレーション
    日本学術振興会, 科学研究費助成事業, Apr. 2023 - Mar. 2026
    柿本 陽平
  • 深層学習によるCOVID-19感染伝播と経済活動を同時制御する社会運営戦略の発見
    日本学術振興会, 科学研究費助成事業 基盤研究C, Apr. 2021 - Mar. 2026
    豊谷純; 大前佑斗; 原一之; 高橋弘毅; 権寧博; 柿本 陽平
  • Development of Portfolio System to Support Distance Active Learning by using Artificial Intelligence
    Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Apr. 2020 - Mar. 2023
    高橋 弘毅; 八代 一浩; 水落 芳明; 大前 佑斗; 大島 崇行; 榊原 範久; 柿本 陽平

Academic Contribution Activities

  • 内閣府の依頼によるCOVID-19(オミクロン株)感染伝播シミュレーション
    Academic research planning
    Jan. 2022
  • 内閣府の依頼によるCOVID-19(デルタ株)感染伝播シミュレーション
    Academic research planning
    Aug. 2021