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Baba Hiroki  馬塲 弘樹

… Alternative Names

BABA Hiroki  馬塲 弘樹

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Researcher Number 60869121
Other IDs
  • ORCIDhttps://orcid.org/0000-0003-2005-4578
Affiliation (Current) 2025: 中央大学, 理工学部, 准教授
Affiliation (based on the past Project Information) *help 2024: 中央大学, 理工学部, 准教授
2023: 一橋大学, 大学院ソーシャル・データサイエンス研究科, 特任准教授
2020 – 2022: 京都大学, 東南アジア地域研究研究所, 特定助教
Review Section/Research Field
Principal Investigator
Basic Section 23030:Architectural planning and city planning-related
Except Principal Investigator
Medium-sized Section 4:Geography, cultural anthropology, folklore, and related fields / Medium-sized Section 7:Economics, business administration, and related fields
Keywords
Principal Investigator
統計 / 地理情報システム / 人口減少 / 空き家 / 住宅 / 縮小都市 / 不動産登記 / 戸建て住宅 / 共同住宅 / 都市計画 … More / 不動産 / 空間統計 / スマートシティ / 空室 / 住宅政策 / スマートメータ / アパート / マンション / 電力消費量 / スマートメーター / GIS … More
Except Principal Investigator
ビッグデータ / 機械学習 / 時空間情報処理 / 計量的分析 / 地域研究 / 不動産価格指数 / 国際資金循環 / 不動産ビックデータ / 都市集積 / 空間計量経済分析 / ヘドニックアプローチ / 国際パネルデータ分析 / 空き家・所有者不明土地 / 人口減少・高齢化 / 空間計量 / 土地利用規制 / 不動産価格 / 空き家 / 環境配慮型社会 / 高齢化 / 人口減少 / 国際資本移動 / 少子・高齢化 / 都市解析 / 生産性 / 空間統計 / 価格指数 / 持続可能性 / 国際資金フロー / 少子高齢化 / 不動産バブル Less
  • Research Projects

    (4 results)
  • Research Products

    (57 results)
  • Co-Researchers

    (18 People)
  •  Considering current situation of real estate liquidity and promotion measures using real estate registryPrincipal Investigator

    • Principal Investigator
      馬塲 弘樹
    • Project Period (FY)
      2023 – 2026
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 23030:Architectural planning and city planning-related
    • Research Institution
      Hitotsubashi University
  •  Development of evidence-based quantitative area studies

    • Principal Investigator
      原 正一郎
    • Project Period (FY)
      2021 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 4:Geography, cultural anthropology, folklore, and related fields
    • Research Institution
      Kyoto University
  •  Analysis of Correlation between Estimated Apartment Vacancy Rate and Housing CharacteristicsPrincipal Investigator

    • Principal Investigator
      BABA Hiroki
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 23030:Architectural planning and city planning-related
    • Research Institution
      Hitotsubashi University
      Kyoto University
  •  Real Estate Market and Macro Economy

    • Principal Investigator
      清水 千弘
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 7:Economics, business administration, and related fields
    • Research Institution
      Hitotsubashi University
      Nihon University

All 2024 2023 2022 2021 2020

All Journal Article Presentation

  • [Journal Article] 自治体保有データと機械学習を活用した非空き家住宅の特定による空き家現地調査の負担軽減方法の提案- 群馬県前橋市における事例-2024

    • Author(s)
      秋山祐樹, 冨田健人, 水谷昂太郎, 馬塲弘樹
    • Journal Title

      GIS-理論と応用

      Volume: 32(2)

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20H00082
  • [Journal Article] Measurement of spatial inequality using micro-spatial data in Thailand2023

    • Author(s)
      Baba Hiroki
    • Journal Title

      Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data

      Volume: 1 Pages: 1-4

    • DOI

      10.1145/3615892.3628476

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K13467, KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-21H04376
  • [Journal Article] Entrepreneurial Ecosystems of Local Entrepreneurs and a Social Enterprise to Regenerate Existing Urban Areas2023

    • Author(s)
      Nakajima Hiroki、Baba Hiroki
    • Journal Title

      Journal of the City Planning Institute of Japan

      Volume: 58 Issue: 3 Pages: 719-726

    • DOI

      10.11361/journalcpij.58.719

    • ISSN
      0916-0647, 2185-0593
    • Year and Date
      2023-10-25
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K14384, KAKENHI-PROJECT-23K13467, KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082
  • [Journal Article] The relationship of single-family detached house prices with neighborhood walkability and disaster risk2023

    • Author(s)
      Kim Hongjik, Baba Hiroki, Shimizu Chihiro, Hino Kimihiro
    • Journal Title

      PLOS ONE

      Volume: 18 Issue: 10 Pages: 0292657-0292657

    • DOI

      10.1371/journal.pone.0292657

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K13467, KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-19KK0374, KAKENHI-PROJECT-20H00082
  • [Journal Article] Scalable spatiotemporal regression model based on Moran’s eigenvectors2022

    • Author(s)
      Nishi, H., Asami, Y., Baba, H., Shimizu, C.
    • Journal Title

      International Journal of Geographical Information Science

      Volume: forthcoming Issue: 1 Pages: 162-188

    • DOI

      10.1080/13658816.2022.2100891

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-22H00245, KAKENHI-PROJECT-21H04376, KAKENHI-PROJECT-22H00065
  • [Journal Article] The impact of apartment vacancies on nearby housing rents over multiple time periods: Application of smart meter data2022

    • Author(s)
      Baba, H., Shimizu, C.
    • Journal Title

      International Journal of Housing Markets and Analysis

      Volume: forthcoming Issue: 7 Pages: 27-41

    • DOI

      10.1108/ijhma-03-2022-0035

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082
  • [Journal Article] Accuracy of vacant housing detection models: an empirical evaluation using municipal and national census datasets2022

    • Author(s)
      Sayuda, K., Hong, E., Akiyama, Y., Baba, H., Tokudomi, T., Akatani, T.
    • Journal Title

      Transactions in GIS

      Volume: forthcoming Issue: 7 Pages: 3003-3027

    • DOI

      10.1111/tgis.12992

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082, KAKENHI-PROJECT-21H04376, KAKENHI-PROJECT-20H01483
  • [Journal Article] 所有権移転の把握に向けた階層的マンションデータベースの構築?東京都世田谷区での不動産流動の把握2022

    • Author(s)
      馬塲弘樹
    • Journal Title

      地理情報システム学会講演論文集

      Volume: 31

    • Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Journal Article] <b>A Case Study on Spain and Japan</b>2022

    • Author(s)
      Baba, H., Ruiz-Varona, A., Asami, Y.
    • Journal Title

      Urban and Regional Planning Review

      Volume: 9 Issue: 0 Pages: 153-166

    • DOI

      10.14398/urpr.9.153

    • ISSN
      2187-3399
    • Language
      English
    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-22H00245, KAKENHI-PROJECT-22H00065
  • [Journal Article] Validation of a Japanese walkability index using large-scale step count data of Yokohama citizens2022

    • Author(s)
      Hino Kimihiro、Baba Hiroki、Kim Hongjik、Shimizu Chihiro
    • Journal Title

      Cities

      Volume: 123 Pages: 103614-103614

    • DOI

      10.1016/j.cities.2022.103614

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H01602, KAKENHI-PROJECT-19KK0374, KAKENHI-PROJECT-20H00082, KAKENHI-PROJECT-21H04376
  • [Journal Article] スマートメータを利用した空き家期間と地域特性との関係分析―群馬県前橋市を対象として2022

    • Author(s)
      馬塲弘樹, 秋山祐樹, 清水千弘
    • Journal Title

      GIS-理論と応用

      Volume: 30(1)

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Journal Article] Land and location trends of low-priced sales properties focusing on seller and buyer attributes2022

    • Author(s)
      馬塲弘樹, 清水千弘
    • Journal Title

      Journal of the City Planning Institute of Japan

      Volume: 57 Issue: 3 Pages: 792-799

    • DOI

      10.11361/journalcpij.57.792

    • ISSN
      0916-0647, 2185-0593
    • Year and Date
      2022-10-25
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082
  • [Journal Article] 気候変動と不動産取引 ― 不動産価格に対する洪水のインパクト2021

    • Author(s)
      清水勇蔵, 馬塲弘樹
    • Journal Title

      日本不動産学会誌

      Volume: 35(1) Pages: 112-117

    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Journal Article] Attitudes of parents and children toward housing inheritance in a Tokyo suburb2021

    • Author(s)
      Hino Kimihiro、Mizutani Kyoya、Asami Yasushi、Baba Hiroki、Ishii Norimitsu
    • Journal Title

      Journal of Asian Architecture and Building Engineering

      Volume: - Issue: 5 Pages: 1-10

    • DOI

      10.1080/13467581.2021.1964976

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16H01897, KAKENHI-PROJECT-20H00082, KAKENHI-PROJECT-20K04847, KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-22H00245
  • [Journal Article] Cost-efficient factors in local public spending: Detecting relationships between local environments, population size and urban area category2021

    • Author(s)
      Baba Hiroki、Asami Yasushi
    • Journal Title

      Environment and Planning B: Urban Analytics and City Science

      Volume: 154 Issue: 1 Pages: 883-883

    • DOI

      10.1177/23998083211003883

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K04847, KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-16H01830, KAKENHI-PROJECT-17H00988, KAKENHI-PROJECT-21H04376
  • [Journal Article] 機械学習による空き家分布把握手法の更なる高度化2021

    • Author(s)
      秋山祐樹, 馬塲弘樹, 大野佳哉, 髙岡英生
    • Journal Title

      日本建築学会計画系論文集

      Volume: 86 Pages: 2136-2146

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21H04376
  • [Journal Article] 所有権移転登記情報からみた不動産市場の流動性 -不動産流動統計を用いた分析-2021

    • Author(s)
      馬塲弘樹, 眞木仁, 高野佳佑, 清水千弘
    • Journal Title

      CSIS Discussion Paper (The Universit

      Volume: 173

    • Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Journal Article] LEARNING GEOGRAPHICAL DISTRIBUTION OF VACANT HOUSES USING CLOSED MUNICIPAL DATA: A CASE STUDY OF WAKAYAMA CITY, JAPAN2020

    • Author(s)
      Baba H., Akiyama Y., Tokudomi T., Takahashi Y.
    • Journal Title

      ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

      Volume: VI-4/W2-2020 Pages: 1-8

    • DOI

      10.5194/isprs-annals-vi-4-w2-2020-1-2020

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082
  • [Journal Article] Dynamic Hedonic Analysis Using Time-Varying Coefficients: Application to Dubai’s Housing Market2020

    • Author(s)
      Baba H., Nishi H., Seetharamapura AM., Shimizu, C.
    • Journal Title

      CSIS Discussion Paper Series

      Volume: 170 Pages: 1-17

    • Open Access
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Characteristics of Low-Priced Sales Properties Focusing on the Attributes Between Sellers and Buyers2023

    • Author(s)
      Hiroki Baba, Chihiro Shimizu
    • Organizer
      Asian-Pacific Planning Societies 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] Characteristics of Low-Priced Sales Properties Focusing on the Attributes Between Sellers and Buyers2023

    • Author(s)
      H. Baba and C. Shimizu
    • Organizer
      8/18, 2023, Asian-Pacific Planning Societies 2023, Da Nang, Vietnam.
    • Data Source
      KAKENHI-PROJECT-20H00082
  • [Presentation] Measurement of spatial inequality using micro-spatial data in Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04376
  • [Presentation] Characteristics of Low-Priced Sales Properties Focusing on the Attributes Between Sellers and Buyers2023

    • Author(s)
      Hiroki Baba, Chihiro Shimizu
    • Organizer
      Asian-Pacific Planning Societies 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 地域起業家と社会的企業を主とする起業エコシステムを通じた既成市街地の再生2023

    • Author(s)
      中島弘貴, 馬塲弘樹
    • Organizer
      日本都市計画学会2023年度全国大会
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 地域起業家と社会的企業を主とする起業エコシステムを通じた既成市街地の再生2023

    • Author(s)
      H. Baba and H. Nakajima
    • Organizer
      11/11, 2023, 日本都市計画学会2023年度全国大会, Iwate, Japan.
    • Data Source
      KAKENHI-PROJECT-20H00082
  • [Presentation] Creating indecators for accessibility inequality from micro-spatial data: A case study of Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      IGARSS 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04376
  • [Presentation] 旧耐震分譲マンションの管理に関する意向調査とその傾向-首都圏一都三県を対象として-2023

    • Author(s)
      馬塲弘樹
    • Organizer
      地理情報システム学会第32回学術研究発表大会
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Measurement of spatial inequality using micro-spatial data in Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 統計データを活用した空き家対策重点地域の推定2023

    • Author(s)
      水谷昂太郎, 秋山祐樹, 馬塲弘樹
    • Organizer
      CSIS DAYS 2023
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Creating indicators for accessibility inequality from micro-spatial data: A case study of Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      IGARSS 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 統計データを活用した空き家対策重点地域の推定2023

    • Author(s)
      K. Mizutani, Y. Akiyama, and H. Baba
    • Organizer
      11/25, 2023, CSIS DAYS 2023, Kashiwa, Japan.
    • Data Source
      KAKENHI-PROJECT-20H00082
  • [Presentation] Japan's housing problems caused by sluggish housing demand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      國立政治大學地政學系不動産發展論壇
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] 地域起業家と社会的企業を主とする起業エコシステムを通じた既成市街地の再生2023

    • Author(s)
      中島弘貴, 馬塲弘樹
    • Organizer
      日本都市計画学会2023年度全国大会
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] 統計データを活用した空き家対策重点地域の推定2023

    • Author(s)
      水谷昂太郎, 秋山祐樹, 馬塲弘樹
    • Organizer
      CSIS DAYS 2023
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] Japan's housing problems caused by sluggish housing demand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      國立政治大學地政學系不動産發展論壇
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 旧耐震分譲マンションの管理に関する意向調査とその傾向-首都圏一都三県を対象として-2023

    • Author(s)
      馬塲弘樹
    • Organizer
      地理情報システム学会第32回学術研究発表大会
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] Creating indicators for accessibility inequality from micro-spatial data: A case study of Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      IGARSS 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] Creating indicators for accessibility inequality from micro-spatial data: A case study of Thailand2023

    • Author(s)
      H.Baba
    • Organizer
      7/21, 2023, IGARSS 2023, Pasadena, CA.
    • Data Source
      KAKENHI-PROJECT-20H00082
  • [Presentation] Measurement of spatial inequality using micro-spatial data in Thailand2023

    • Author(s)
      Hiroki Baba
    • Organizer
      1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K13467
  • [Presentation] 旧耐震分譲マンションの管理に関する意向調査とその傾向-首都圏一都三県を対象として-2023

    • Author(s)
      H. Baba
    • Organizer
      10/29, 2023, 地理情報システム学会第32回学術研究発表大会, Tokyo, Japan.
    • Data Source
      KAKENHI-PROJECT-20H00082
  • [Presentation] 売り手と買い手の属性に着目した低額売買物件の土地・立地傾向2022

    • Author(s)
      馬塲弘樹, 清水千弘
    • Organizer
      日本都市計画学会2022年度全国大会
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 自治体保有データ用いた機械学習による空き家の分布推定手法2022

    • Author(s)
      冨田健人, 秋山祐樹, 馬塲弘樹, 谷内田修
    • Organizer
      第65回土木計画学研究発表会・春大会
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] スマートメータを利用した空き家期間と地域特性との関係分析2022

    • Author(s)
      馬塲弘樹
    • Organizer
      第31回地理情報システム学会研究発表大会
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 所有権移転の把握に向けた階層的マンションデータベースの構築2022

    • Author(s)
      馬塲弘樹, 眞木仁, 清水千弘
    • Organizer
      第31回地理情報システム学会研究発表大会
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Estimating the spatial distribution of vacant houses with machine learning using municipal data2022

    • Author(s)
      Kento Tomita, Yuki Akiyama, Hiroki Baba, Osamu Yachida
    • Organizer
      IGARSS 2022
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 地理情報から住みよいまちを考える: Walkability indexの開発と賃貸住宅との関係2022

    • Author(s)
      馬塲弘樹
    • Organizer
      2022年度 人工知能学会全国大会(第36回)
    • Invited
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] 自治体保有データ用いた機械学習による空き家の分布推定手法の開発2022

    • Author(s)
      冨田健人、秋山祐樹、馬塲弘樹、谷内田修
    • Organizer
      第65回土木計画学研究発表会・春大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-21H04376
  • [Presentation] スマートメータからみた空き家の立地と地域特性との関連2022

    • Author(s)
      馬塲弘樹
    • Organizer
      CSIS DAYS 2022 特別セッション
    • Invited
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Efficient population size of fire protection services considering intermunicipal cooperation2021

    • Author(s)
      馬塲弘樹
    • Organizer
      日本地域学会第58回(2021年)年次大会
    • Data Source
      KAKENHI-PROJECT-20K14898
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    • Author(s)
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    • Organizer
      2021年度人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-20K14898
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    • Author(s)
      Nishi, H., Asami, Y., Shimizu, C., Baba, H.
    • Organizer
      XV World Conference of Spatial Econometrics Association
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04376
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    • Author(s)
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    • Organizer
      KASEAS-CSEAS Joint Conference 2021
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
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    • Author(s)
      馬塲弘樹
    • Organizer
      都市計画学会2021年度全国大会(第56回論文発表会)
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Scalable Spatio-Temporal Regression Model using Moran’s Eigenvector and Its Application to the Housing Market2021

    • Author(s)
      Hayato Nishi, Yasushi Asami, Chihiro Shimizu, Hiroki Baba
    • Organizer
      XV World Conference of Spatial Econometrics Association
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
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    • Author(s)
      馬塲弘樹
    • Organizer
      CSIS DAYS 2021
    • Data Source
      KAKENHI-PROJECT-21H04376
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    • Author(s)
      馬塲弘樹
    • Organizer
      CSIS DAYS 2021
    • Data Source
      KAKENHI-PROJECT-20K14898
  • [Presentation] Learning Geographical Distribution of Vacant Houses Using Closed Municipal Data: A Case Study of Wakayama City, Japan2020

    • Author(s)
      Baba, H., Akiyama, Y., Tokudomi, T., and Takahashi, Y.
    • Organizer
      5th International Conference on Smart Data and Smart Cities
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K14898
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