Murakami Daisuke 村上大輔

Researcher Number	20738249
Affiliation (Current)	2025: 統計数理研究所, 統計基盤数理研究系, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 統計数理研究所, 統計基盤数理研究系, 准教授 2022 – 2024: 統計数理研究所, データ科学研究系, 准教授 2017 – 2022: 統計数理研究所, データ科学研究系, 助教 2016 – 2017: 国立研究開発法人国立環境研究所, 地球環境研究センター, 特別研究員 2015: 国立研究開発法人国立環境研究所, 地球環境研究センター, 研究員
Review Section/Research Field	Principal Investigator Basic Section 04010:Geography-related / Geography Except Principal Investigator Basic Section 22050:Civil engineering plan and transportation engineering-related / Basic Section 80020:Tourism studies-related / Basic Section 25010:Social systems engineering-related / Medium-sized Section 61:Human informatics and related fields / Social systems engineering/Safety system / Medium-sized Section 7:Economics, business administration, and related fields / Statistical science / Web informatics, Service informatics / Civil engineering project/Traffic engineering
Keywords	Principal Investigator 時空間モデリング / 固有ベクトル空間フィルタリング / 空間統計学 / 高速化 / spmoran / 大規模データ / 空間統計 / 空間回帰 / ツール開発 / 加法混合モデル … More / COVID-19 / カウントデータ / 加法モデル / モデル選択 / 非ガウスデータ / 時空間回帰 / 計算負荷 / 空間回帰モデリング / 空間可変パラメータモデル / 大規模空間データ / 地理情報科学 … More Except Principal Investigator 空間可変係数モデル / 空間的異質性 / 犯罪 / ビッグデータ / 空間統計学 / 空間計量経済学 / 空間的自己相関 / 産業構成 / 産業構造 / 賃金 / 人口 / 東京一極集中 / 交通需要の時空間分布 / 都市交通システム / 共有モビリティ / 価格最適化 / 時空間モデリング / 人流推定 / 人流可視化 / 位置登録情報 / 観光行動分析 / 地理空間情報 / 空間分析 / 街路写真データベース / 人流 / GPS / ながら見守り / 犯罪時空間分析 / 社会実験 / 時空間分析 / 地理空間ビッグデータ / 不動産市場分析 / ESF-SVCモデル / 小地域分析 / 空間可変パラメータモデル / Tree-guided group lasso / Generalized lasso / ランダム効果モデル / 組成データ分析 / 分位点回帰 / スパースモデリング / ESF-SVC / 地理的可変係数モデル / 空間的相互作用 / 確率モデル / データ駆動 / 統合評価モデル / 異分野相関 / 集積の経済 / 交通・立地統合モデル / 時空間集積メカニズム / 社会調査 / 空間統計 / モデル / 予測 / 警察 / 予防 / 地理的予測 / 空間重み行列 / 空間・環境統計 / 地球温暖化 / 地表面温度 / 時空間解析 / 環境分析 / agent-based simulation / 社会・環境サービス / 水害リスク / 携帯GPS / 避難行動 / 時空間補間 / サービス設計 / エージェントベースシミュレーション / 水害 / ODフロー / 空間データ Less

空間統計学と機械学習の融合による時空間回帰の開発・ツール化Principal Investigator
- Principal Investigator
  
  村上大輔
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 04010:Geography-related
- Research Institution
  The Institute of Statistical Mathematics
Extracting spatial heterogeneity latent in inter-regional relations: Advanced representation of spatial interactions and spatial correlation structures
- Principal Investigator
  
  井上亮
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Tohoku University
東京一極集中の要因の再検証
- Principal Investigator
  
  瀬谷創
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Kobe University
共有モビリティと都市交通システムの共進化
- Principal Investigator
  
  高山雄貴
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Institute of Science Tokyo
Study on a methodology that gives a bird's-eye view of interdisciplinary relationships based on statistics and machine learning
- Principal Investigator
  
  松井知子
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Challenging Research (Pioneering)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  The Institute of Statistical Mathematics
Extraction of multi-scale spatial heterogeneity
- Principal Investigator
  
  井上亮
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Tohoku University
地理空間ビッグデータを用いた犯罪の時空間分析と社会実験への展開
- Principal Investigator
  
  雨宮護
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  University of Tsukuba
地域の特色に基づく観光客の行動分析・評価基盤に関する研究
- Principal Investigator
  
  一藤裕
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 80020:Tourism studies-related
- Research Institution
  Nagasaki University
Spatial regression modeling estimating a wide variety of effects from diverse dataPrincipal Investigator
- Principal Investigator
  
  Murakami Daisuke
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 04010:Geography-related
- Research Institution
  The Institute of Statistical Mathematics
Challenges and new developments to the most important issues in spatial econometrics
- Principal Investigator
  
  Tsutsumi Morito
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 7:Economics, business administration, and related fields
- Research Institution
  University of Tsukuba
Theoretical and empirical studies on spatio-temporal agglomeration of economic activities
- Principal Investigator
  
  Takayama Yuki
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Kanazawa University
Extension of eigenvectir spatial filtering approaches for large and diverse spatiotemporal datasetsPrincipal Investigator
- Principal Investigator
  
  Murakami Daisuke
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Geography
- Research Institution
  The Institute of Statistical Mathematics
Study on spacial-temporal analysis of ground surface temperature for global warming countermeasures
- Principal Investigator
  
  Matsui Tomoko
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Development of Methodology for Geographic Crime Prediction -Establishment of academic infrastructure and system development through interdisciplinary research and industry-academia collaboration
- Principal Investigator
  
  Amemiya Mamoru
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  University of Tsukuba
Development of methodology for designinig flood risk informarion dissimination service
- Principal Investigator
  
  YAMAGATA YOSHIKI
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Web informatics, Service informatics
- Research Institution
  National Institute for Environmental Studies
Spatial analysis and downscaling of inter-regional flow data with a consideration for spatial auto-correlation
- Principal Investigator
  
  TSUTSUMI MORITO
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Civil engineering project/Traffic engineering
- Research Institution
  University of Tsukuba

All 2024 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation Book

[Book] 実践Data　Scienceシリーズ　Rではじめる地理空間データの統計解析入門2022
- Author(s)
  村上大輔
- Total Pages
  272
- Publisher
  講談社
- ISBN
  9784065273036
- Data Source
  KAKENHI-PROJECT-20K13261
[Book] Resilience-Oriented Urban Planning (Chapter 12)2018
- Author(s)
  Yoshiki Yamagata and Daisuke Murakami
- Total Pages
  16
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-17H01705
[Journal Article] Sub‐Model Aggregation for Scalable Eigenvector Spatial Filtering: Application to Spatially Varying Coefficient Modeling2024
- Author(s)
  Murakami Daisuke、Sugasawa Shonosuke、Seya Hajime、Griffith Daniel A.
- Journal Title
  
  Geographical Analysis
  
  Volume: 1 Issue: 4 Pages: 1-1
- DOI
  10.1111/gean.12393
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-23K20972
[Journal Article] Generalised hyperbolic state space models with application to spatio-temporal heat wave prediction2023
- Author(s)
  Murakami Daisuke、Peters Gareth W.、Septier Francois、Matsui Tomoko
- Journal Title
  
  Spatial Statistics
  
  Volume: 58 Pages: 100778-100778
- DOI
  10.1016/j.spasta.2023.100778
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18309
[Journal Article] Analysis of Tourist Behavior Between Tourist Spots Depending on Tourists' Residence Area Using Location-Based Data2023
- Author(s)
  Yu Ichifuji, Daisuke Murakami
- Journal Title
  
  Proceedings of 2023 15th International Congress on Advanced Applied Informatics Winter
  
  Volume: 1 Pages: 52-57
- DOI
  10.1109/iiai-aai-winter61682.2023.00018
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00088, KAKENHI-PROJECT-23K21816
[Journal Article] A linearization for stable and fast geographically weighted Poisson regression2023
- Author(s)
  Murakami Daisuke、Tsutsumida Narumasa、Yoshida Takahiro、Nakaya Tomoki、Lu Binbin、Harris Paul
- Journal Title
  
  International Journal of Geographical Information Science
  
  Volume: 37 Issue: 8 Pages: 1818-1839
- DOI
  10.1080/13658816.2023.2209811
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-20H00040, KAKENHI-PROJECT-22H00245
[Journal Article] Improved log-Gaussian approximation for over-dispersed Poisson regression: Application to spatial analysis of COVID-192022
- Author(s)
  Murakami Daisuke、Matsui Tomoko
- Journal Title
  
  PLOS ONE
  
  Volume: 17 Issue: 1 Pages: 1-20
- DOI
  10.1371/journal.pone.0260836
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K18309, KAKENHI-PROJECT-20K13261
[Journal Article] 世代間・地域間の時系列相互相関に着目したCOVID-19の分析2022
- Author(s)
  村上大輔、松井知子
- Journal Title
  
  統計数理
  
  Volume: 70 Pages: 27-39
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21816
[Journal Article] Spatial Prediction of Apartment Rent using Regression-Based and Machine Learning-Based Approaches with a Large Dataset2022
- Author(s)
  Yoshida Takahiro、Murakami Daisuke、Seya Hajime
- Journal Title
  
  The Journal of Real Estate Finance and Economics
  
  Volume: 1 Issue: 1 Pages: 1-28
- DOI
  10.1007/s11146-022-09929-6
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K18309, KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-21K13153, KAKENHI-PROJECT-18H03628
[Journal Article] Large-scale spatial prediction by scalable geographically weighted regression: Comparative study2022
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, Takahiro., Nakaya, T.
- Journal Title
  
  Leibniz International Proceedings in Informatics (LIPIcs)
  
  Volume: 12 Pages: 1-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K18309
[Journal Article] Adaptively robust geographically weighted regression2022
- Author(s)
  Sugasawa Shonosuke、Murakami Daisuke
- Journal Title
  
  Spatial Statistics
  
  Volume: 48 Pages: 100623-100623
- DOI
  10.1016/j.spasta.2022.100623
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03628, KAKENHI-PROJECT-23K20592, KAKENHI-PROJECT-23K21010, KAKENHI-PROJECT-20H01483
[Journal Article] Spatial Regression in the Presence of a Hierarchical Transportation Network: Application to Land Price Analysis2022
- Author(s)
  Murakami Daisuke、Seya Hajime
- Journal Title
  
  Frontiers in Sustainable Cities
  
  Volume: 4 Pages: 905-967
- DOI
  10.3389/frsc.2022.905967
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-18H03628, KAKENHI-PROJECT-20H02274, KAKENHI-PROJECT-23K20972, KAKENHI-PROJECT-23K21816
[Journal Article] 転移学習による空間予測の高精度化・犯罪データへの応用2022
- Author(s)
  村上大輔・梶田真実
- Journal Title
  
  地理情報システム学会講演論文集
  
  Volume: 31
- Data Source
  KAKENHI-PROJECT-23K21010
[Journal Article] A Route Map for Successful Applications of Geographically Weighted Regression2022
- Author(s)
  Comber Alexis、Brunsdon Christopher、Charlton Martin、Dong Guanpeng、Harris Richard、Lu Binbin、Lu Yihe、Murakami Daisuke、Nakaya Tomoki、Wang Yunqiang、Harris Paul
- Journal Title
  
  Geographical Analysis
  
  Volume: 55 Issue: 1 Pages: 155-178
- DOI
  10.1111/gean.12316
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K13261
[Journal Article] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Journal Title
  
  地理情報システム学会学術研究発表大会講演集
  
  Volume: 30
- Data Source
  KAKENHI-PROJECT-23K20972
[Journal Article] Impact of COVID-19 type events on the economy and climate under the stochastic DICE model2021
- Author(s)
  Shevchenko Pavel V.、Murakami Daisuke、Matsui Tomoko、Myrvoll Tor A.
- Journal Title
  
  Environmental Economics and Policy Studies
  
  Volume: 1 Issue: 3 Pages: 1-18
- DOI
  10.1007/s10018-021-00332-8
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18309
[Journal Article] Geographically weighted regression for compositional data: An application to the U.S. household income compositions2021
- Author(s)
  Yoshida, T., Murakami, D., Seya, H., Tsutsumida, N., Nakaya, T.
- Journal Title
  
  Proceedings of the 11th International Conference on Geographic Information Science
  
  Volume: 55
- Data Source
  KAKENHI-PROJECT-18H03628
[Journal Article] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Journal Title
  
  地理情報システム学会講演論文集
  
  Volume: 30
- Data Source
  KAKENHI-PROJECT-17H02046
[Journal Article] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Journal Title
  
  地理情報システム学会講演論文集
  
  Volume: 30
- Data Source
  KAKENHI-PROJECT-23K21010
[Journal Article] Balancing spatial and non-spatial variation in varying coefficient modeling: a remedy for spurious correlation2021
- Author(s)
  Murakami, D., Griffith, D.A.
- Journal Title
  
  Geographical Analysis
  
  Volume: NA Issue: 1 Pages: 31-55
- DOI
  10.1111/gean.12310
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01556, KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-23K20972, KAKENHI-PROJECT-23K21816
[Journal Article] Compositionally-warped additive mixed modeling for a wide variety of non-Gaussian spatial data2021
- Author(s)
  Murakami Daisuke、Kajita Mami、Kajita Seiji、Matsui Tomoko
- Journal Title
  
  Spatial Statistics
  
  Volume: 43 Pages: 100520-100520
- DOI
  10.1016/j.spasta.2021.100520
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H02046, KAKENHI-PROJECT-21K18309, KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-18H03628, KAKENHI-PROJECT-23K21010
[Journal Article] 組成データのための地理的加重回帰モデル2020
- Author(s)
  吉田崇紘・村上大輔・瀬谷創・堤田成政・中谷友樹・堤盛人
- Journal Title
  
  地理情報システム学会講演論文集（CD-ROM）
  
  Volume: 29
- Data Source
  KAKENHI-PROJECT-18H03628
[Journal Article] Scalable model selection for spatial additive mixed modeling: application to crime analysis2020
- Author(s)
  D. Murakami, M. Kajita, S. Kajita
- Journal Title
  
  ISPRS International Journal of Geo-Information
  
  Volume: 9 Issue: 10 Pages: 557-557
- DOI
  10.3390/ijgi9100577
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-18H03628, KAKENHI-PROJECT-17H02046
[Journal Article] Investigating high-speed rail construction's support to county level regional development in China: An eigenvector based spatial filtering panel data analysis2020
- Author(s)
  Yu Danlin、Murakami Daisuke、Zhang Yaojun、Wu Xiwei、Li Ding、Wang Xiaoxi、Li Guangdong
- Journal Title
  
  Transportation Research Part B: Methodological
  
  Volume: 133 Pages: 21-37
- DOI
  10.1016/j.trb.2019.12.006
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Journal Article] Evaluating walkability using mobile GPS data2020
- Author(s)
  Yamagata, Y., Murakami, D., Yoshida, T.
- Journal Title
  
  Spatial Analysis using Big Data(書籍)
  
  Volume: - Pages: 239-257
- DOI
  10.1016/b978-0-12-813127-5.00009-6
- ISBN
  9780128131275
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H01556
[Journal Article] 空間加法混合モデルを用いた犯罪の地理的要因の識別・選択2020
- Author(s)
  村上大輔・梶田真実
- Journal Title
  
  地理情報システム学会講演論文集
  
  Volume: 29
- Data Source
  KAKENHI-PROJECT-17H02046
[Journal Article] A memory-free spatial additive mixed modeling for big spatial data2019
- Author(s)
  Murakami Daisuke、Griffith Daniel A.
- Journal Title
  
  Japan Journal of Statistics and Data Science
  
  Volume: 0 Pages: 0-0
- NAID
  210000163444
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Journal Article] Spatially filtered unconditional quantile regression: Application to a hedonic analysis2019
- Author(s)
  Murakami D.、Seya H.
- Journal Title
  
  Environmetrics
  
  Volume: 印刷中 Issue: 5
- DOI
  10.1002/env.2556
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12974, KAKENHI-PROJECT-17K14738, KAKENHI-PROJECT-18H03628
[Journal Article] Spatiotemporal Heatwave Risk Modeling Combining Multiple Observations2019
- Author(s)
  Murakami Daisuke、Yamagata Yoshiki、Yoshida Takahiro、Matsui Tomoko
- Journal Title
  
  Proceedings of the 2019 IEEE Geoscience and Remote Sensing Society Symposium
  
  Volume: 1 Pages: 5516-5519
- DOI
  10.1109/igarss.2019.8898761
- Data Source
  KAKENHI-PROJECT-17H01705
[Journal Article] A memory-free spatial additive mixed modeling for big spatial data2019
- Author(s)
  Murakami, D., Griffith, D.A.
- Journal Title
  
  Japan Journal of Statistics and Data Science
  
  Volume: - Issue: 1 Pages: 215-241
- DOI
  10.1007/s42081-019-00063-x
- NAID
  210000163444
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02046
[Journal Article] Spatiotemporal Heatwave Risk Evaluation: Considering Hazard, Exposure, and Vulnerability2019
- Author(s)
  Yamagata Yoshiki、Murakami Daisuke、Yoshida Takahiro
- Journal Title
  
  Proceedings of the 2019 IEEE Geoscience and Remote Sensing Society Symposium
  
  Volume: 1 Pages: 5524-5527
- DOI
  10.1109/igarss.2019.8898442
- Data Source
  KAKENHI-PROJECT-17H01705
[Journal Article] Spatially varying coefficient modeling for large datasets: Eliminating N from spatial regressions2019
- Author(s)
  Murakami Daisuke、Griffith Daniel A.
- Journal Title
  
  Spatial Statistics
  
  Volume: 30 Pages: 39-64
- DOI
  10.1016/j.spasta.2019.02.003
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628, KAKENHI-PROJECT-17H02046, KAKENHI-PROJECT-17K12974
[Journal Article] Individual level heat risk evaluation using GPS towards smart navigation system2019
- Author(s)
  Yoshida Takahiro、Yamagata Yoshiki、Murakami Daisuke
- Journal Title
  
  Proceedings of the ICA
  
  Volume: 2 Pages: 1-5
- DOI
  10.5194/ica-proc-2-152-2019
- Data Source
  KAKENHI-PROJECT-17H01705
[Journal Article] HIERARCHICAL SPATIAL MODELLING AND GROUP-THEORETIC SPECTRUM ANALYSIS OF REGIONAL POPULATION DISTRIBUTION2019
- Author(s)
  ONDA Mikihisa、MURAKAMI Daisuke、OSAWA Minoru、TAKAYAMA Yuki、IKEDA Kiyohiro
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)
  
  Volume: 75 Issue: 4 Pages: 262-272
- DOI
  10.2208/jscejipm.75.262
- NAID
  130007748753
- ISSN
  2185-6540
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K04380, KAKENHI-PROJECT-19K15108, KAKENHI-PROJECT-18H01556, KAKENHI-PROJECT-18K18874
[Journal Article] The Importance of Scale in Spatially Varying Coefficient Modeling2019
- Author(s)
  Murakami Daisuke、Lu Binbin、Harris Paul、Brunsdon Chris、Charlton Martin、Nakaya Tomoki、Griffith Daniel A.
- Journal Title
  
  Annals of the American Association of Geographers
  
  Volume: 109 Issue: 1 Pages: 50-70
- DOI
  10.1080/24694452.2018.1462691
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974, KAKENHI-PROJECT-16H01830
[Journal Article] Estimation of gridded population and GDP scenarios with spatially explicit statistical downscaling2019
- Author(s)
  Murakami, D., Yamagata, Y.
- Journal Title
  
  Sustainability
  
  Volume: 11 Issue: 7 Pages: 2106-2106
- DOI
  10.3390/su11072106
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H01556
[Journal Article] Low rank spatial econometric models2018
- Author(s)
  Murakami, D., Seya, H., Griffith, D.A.
- Journal Title
  
  ArXiv
  
  Volume: －
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628
[Journal Article] Estimating water-food-ecosystem trade-offs for the global negative emission scenario (IPCC-RCP2.6)2018
- Author(s)
  Yamagata Yoshiki, Hanasaki Naota, Ito Akihiko, Kinoshita Tsuguki, Murakami Daisuke, Zhou Qian
- Journal Title
  
  Sustainability Science
  
  Volume: 13 Issue: 2 Pages: 301-313
- DOI
  10.1007/s11625-017-0522-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910, KAKENHI-PROJECT-17H01705
[Journal Article] Group-Theoretic Spectrum Analysis of Population Distribution in Southern Germany and Eastern USA2018
- Author(s)
  Ikeda, K., Takayama, Y., Onda, M., Murakami, D.
- Journal Title
  
  International Journal of Bifurcation and Chaos
  
  Volume: ２８（１４） Issue: 14 Pages: 18300458-18300458
- DOI
  10.1142/s0218127418300458
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K04380, KAKENHI-PROJECT-18K18874, KAKENHI-PROJECT-18H01556
[Journal Article] Eigenvector spatial filtering for large datasets: fixed and random effects approaches2018
- Author(s)
  Murakami, D., Griffith, D.A.
- Journal Title
  
  Geographical Analysis
  
  Volume: 印刷中 Issue: 1 Pages: 23-49
- DOI
  10.1111/gean.12156
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04054, KAKENHI-PROJECT-17K12974
[Journal Article] Seasonal Urban Carbon Emission Estimation Using Spatial Micro Big Data2018
- Author(s)
  Yamagata Yoshiki、Yoshida Takahiro、Murakami Daisuke、Matsui Tomoko、Akiyama Yuki
- Journal Title
  
  Sustainability
  
  Volume: 10 Issue: 12 Pages: 4472-4472
- DOI
  10.3390/su10124472
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01705
[Journal Article] AN ENHANCEMENT OF GROUP-THEORETIC SPECTRUM ANALYSIS FOR DETECTING SPATIAL AGGLOMERATION2018
- Author(s)
  恩田幹久，村上大輔，池田清宏，高山雄貴，大澤実，木暮洋介
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)
  
  Volume: 74 Issue: 4 Pages: 398-410
- DOI
  10.2208/jscejipm.74.398
- NAID
  130007536257
- ISSN
  2185-6540
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K04380, KAKENHI-PROJECT-18K18874, KAKENHI-PROJECT-17H00987, KAKENHI-PROJECT-18H01556, KAKENHI-PROJECT-17K14735
[Journal Article] Micro grids clustering for electricity sharing: an approach considering micro urban structure2017
- Author(s)
  Murakami Daisuke, Yamagata Yoshiki
- Journal Title
  
  Energy Procedia
  
  Volume: 142 Pages: 2748-2753
- DOI
  10.1016/j.egypro.2017.12.220
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910, KAKENHI-PROJECT-17H01705
[Journal Article] Assessing the impacts of 1.5°C global warming - simulation protocol of the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP2b)2017
- Author(s)
  Katja Frieler, Stefan Lange, Franziska Piontek, Christopher P. O. Reyer, Jacob Schewe, Lila Warszawski, Fang Zhao, Louise Chini, Sebastien Denvil, Kerry Emanuel, Tobias Geiger, Kate Halladay, George Hurtt, Matthias Mengel, Daisuke Murakami, Sebastian Ostberg, Alexander Popp,..., Tatsuo Suzuki (54名中20番目)
- Journal Title
  
  Geoscientific Model Development
  
  Volume: 10 Issue: 12 Pages: 4321-4345
- DOI
  10.5194/gmd-10-4321-2017
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26287110, KAKENHI-PROJECT-17H01705
[Journal Article] A Moran coefficient-based mixed effects approach to investigate spatially varying relationships2017
- Author(s)
  Murakami, D., Yoshida, T., Seya, H., Griffith, D.A., and Yamagata, Y.
- Journal Title
  
  Spatial Statistics
  
  Volume: 19 Pages: 68-89
- DOI
  10.1016/j.spasta.2016.12.001
- NAID
  120006477546
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04054
[Journal Article] Urban carbon mapping with spatial BigData2017
- Author(s)
  Yamagata Yoshiki, Murakami Daisuke, Yoshida Takahiro
- Journal Title
  
  Energy Procedia
  
  Volume: 142 Pages: 2461-2466
- DOI
  10.1016/j.egypro.2017.12.183
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910, KAKENHI-PROJECT-17H01705
[Journal Article] Electricity self-sufficient community clustering for energy resilience2016
- Author(s)
  Yamagata, Y., Murakami, D., Minami, K., Arizumi, N., Kuroda, S., Tanjo, T., Maruyama, H.
- Journal Title
  
  Energies
  
  Volume: 9 Issue: 7 Pages: 543-543
- DOI
  10.3390/en9070543
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910
[Journal Article] A Spatially-Explicit Scenario for Achieving “Wise Shrink” Toward Eco-Urbanism2016
- Author(s)
  Yamagata, Y., Murakami, D., and Seya, H.
- Journal Title
  
  Articulo-Journal of Urban Research
  
  Volume: 14
- DOI
  10.4000/articulo.3164
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910
[Presentation] Scalable space-time model selection through reluctant interaction modeling2024
- Author(s)
  Daisuke Murakami
- Organizer
  ISM Symposium on Environmental Statistics 2024
- Data Source
  KAKENHI-PROJECT-23K21010
[Presentation] Field Test of a Patrol Routing Algorithm Combined with Crime Prediction2023
- Author(s)
  Mami Kajita, Daisuke Murakami, Seiji Kajita
- Organizer
  ASC Annual Meeting 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21010
[Presentation] Analysis of Tourist Behavior Between Tourist Spots Depending on Tourists' Residence Area Using Location-based Data2023
- Author(s)
  Yu Ichifuji and Daisuke Murakami
- Organizer
  IIAI AAI-2023-Winter ESKM
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21816
[Presentation] Sub-model Aggregation for Scalable Spatial Mixed Modeling.2023
- Author(s)
  Murakami, D., Sugasawa, S.
- Organizer
  ISM Symposium on Environmental Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21816
[Presentation] Sub-model Aggregation for Scalable Spatial Mixed Modeling2023
- Author(s)
  Murakami Daisuke, Sugasawa Sugasawa
- Organizer
  ISM Symposium on Environmental Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Sub-model aggregation for scalable Spatial spatially varying coefficient modeling2023
- Author(s)
  MURAKAMI Daisuke; SUGASAWA Shonosuke
- Organizer
  EcoSta 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] Sub-model aggregationによる地理的加重回帰の安定化・高速化2023
- Author(s)
  村上大輔・堤田成政・吉田崇紘・中谷友樹
- Organizer
  地理情報システム学会2023
- Data Source
  KAKENHI-PROJECT-23K21010
[Presentation] Sub-model aggregationによる空間可変パラメータモデルの高速化2023
- Author(s)
  村上大輔，菅澤翔之助
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] Scalable space-time model selection through reluctant interaction modeling2023
- Author(s)
  MURAKAMI Daisuke
- Organizer
  ISM Symposium on Environmental Statistics
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] 人口・GDPシナリオの空間詳細化に関する検討2023
- Author(s)
  村上大輔・山形与志樹・吉田崇紘・瀬谷創
- Organizer
  応用地域学第37研究発表大会
- Data Source
  KAKENHI-PROJECT-21K18309
[Presentation] Spatiotemporal generalized hyperbolic models with application to heatwave prediction2023
- Author(s)
  Murakami, D., G.W. Peters, Francois, S., Matsui, T
- Organizer
  Spatial Statistics Conference 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18309
[Presentation] Sub-model aggregation for scalable Spatial spatially varying coefficient modeling2023
- Author(s)
  Murakami, D., Sugasawa, S.
- Organizer
  EcoSta
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] マルチスケールな時空間データを活用したCOVID-19の統計モデリング2023
- Author(s)
  村上大輔
- Organizer
  公開シンポジウム「COVID-19とデータ科学」
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Sub-model Aggregation for Scalable Spatial Mixed Modeling2023
- Author(s)
  Murakami, D., Sugasawa, S.
- Organizer
  ISM Symposium on Environmental Statistics 2023
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] Sub-model Aggregation for Scalable Spatial Mixed Modeling2023
- Author(s)
  Daisuke Murakami
- Organizer
  ISM Symposium on Environmental Statistics
- Data Source
  KAKENHI-PROJECT-21K18309
[Presentation] Sub-model aggregationによる空間可変パラメータモデルの高速化2023
- Author(s)
  村上大輔・菅澤翔之助
- Organizer
  2023年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Gridded GDP projections compatible with Shared Socioeconomic Pathways2023
- Author(s)
  Daisuke Murakami
- Organizer
  Stochastic Modelling in Climate Risk: Financial Mathematics and Economics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18309
[Presentation] Sub-model aggregationによる地理的加重回帰の安定化・高速化2023
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Organizer
  地理情報システム学会第32回研究発表大会
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] 社会経済シナリオに整合するGDP の将来予測と空間詳細化2023
- Author(s)
  村上大輔・山形与志樹・吉田崇紘
- Organizer
  AIMR-IFS-ISM Joint Workshop 2023
- Data Source
  KAKENHI-PROJECT-21K18309
[Presentation] Large-scale spatial prediction by scalable geographically weighted regression: Comparative study2022
- Author(s)
  Daisuke Murakami, Narumasa Tsutsumida, Takahiro Yoshida, and Tomoki Nakaya
- Organizer
  The 15th International Conference on Spatial Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21010
[Presentation] 統計モデルで探るCOVID-19の地理的要因分析2022
- Author(s)
  村上大輔
- Organizer
  立川商工会議所第12回環境シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] 計算効率を考慮した時空間不動産価格指数の検討2022
- Author(s)
  松尾和史, 村上大輔, 堤盛人, 今関豊和
- Organizer
  CSIS DAYS 2022
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Large-scale spatial prediction by scalable geographically weighted regression: Comparative study2022
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, Takahiro., Nakaya, T.
- Organizer
  The 15th International Conference on Spatial Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] 大規模データのための時空間不動産価格指数と東京オフィス市場のローカルな動態2022
- Author(s)
  松尾和史, 村上大輔, 堤盛人, 今関豊和
- Organizer
  第36回応用地域学会(ARSC)研究発表大会
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Large-scale spatial prediction by scalable geographically weighted regression: Comparative study2022
- Author(s)
  Murakami, Daisuke, Tsutsumida Narumasa, Yoshida Takahiro, Nakaya Tomoki
- Organizer
  The 15th International Conference on Spatial Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] 転移学習による空間予測の高精度化・犯罪データへの応用2022
- Author(s)
  村上大輔、梶田真実
- Organizer
  地理情報システム学会
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] 転移学習による空間予測の高精度化・犯罪データへの応用2022
- Author(s)
  村上大輔・梶田真実
- Organizer
  第31回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-23K21010
[Presentation] ビッグデータのためのローカルなオフィス賃料指数の開発2022
- Author(s)
  松尾和史, 村上大輔, 堤盛人, 今関豊和
- Organizer
  第31回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Stable geographically weighted Poisson regression for count data2021
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, T., Nakaya, T.
- Organizer
  GIScience 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] Stable geographically weighted Poisson regression for count data2021
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, T., Nakaya, T.
- Organizer
  GIScience
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21816
[Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2021
- Author(s)
  Murakami Daisuke、Matsui Tomoko
- Organizer
  The XV World Conference of Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Stable geographically weighted Poisson regression for count data2021
- Author(s)
  Murakami Daisuke, Tsutsumida Narumasa, Yoshida Takahiro, Nakaya Tomoki
- Organizer
  GIScience2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] COVID-19流行の地理的要因の解明に向けた統計モデリング2021
- Author(s)
  村上大輔
- Organizer
  情報・システム研究機構シンポジウム2020
- Invited
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2021
- Author(s)
  Murakami, D., Matsui, T.
- Organizer
  The XV World Conference of Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Organizer
  第30回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-23K21010
[Presentation] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Organizer
  地理情報システム学会第30回研究発表大会
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] COVID-19流行の地理的要因の解明に向けた統計解析2021
- Author(s)
  村上大輔
- Organizer
  位置情報ビジネスカンファレンス2021
- Invited
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] COVID-19流行の地理的要因の解明に向けたポアソン回帰の高度化2021
- Author(s)
  村上大輔
- Organizer
  都市経済学研究会
- Invited
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Organizer
  第30回地理情報システム学会学術研究発表大会
- Data Source
  KAKENHI-PROJECT-23K20972
[Presentation] Stable geographically weighted Poisson regression for count data2021
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, T., Nakaya, T.
- Organizer
  GIScience
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] 地域間産業連関表の空間詳細化にむけた統計的機械学習の応用.2021
- Author(s)
  村上大輔, 高山雄貴
- Organizer
  第64回土木計画学研究発表会(秋大会)
- Data Source
  KAKENHI-PROJECT-18H01556
[Presentation] 疎なカウントデータのための地理的加重ポアソン回帰の安定化・高速化2021
- Author(s)
  村上大輔, 堤田成政, 吉田崇紘, 中谷友樹
- Organizer
  地理情報システム学会
- Data Source
  KAKENHI-PROJECT-23K21816
[Presentation] COVID19の地理的要因の解明に向けた時空間加法モデリング2021
- Author(s)
  村上大輔
- Organizer
  2020年度データ同化ワークショップ
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Compositionally-warped additive mixed modeling: application to COVID19 data in Japan2020
- Author(s)
  Murakami, D.
- Organizer
  ISM-Bristol Joint Seminor
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2020
- Author(s)
  Murakami, D.
- Organizer
  科研費シンポジウム "Recent Progress in Spatial and/or Spatio-temporal Data Analysis"
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Compositionally-warped additive modelingによるCOVID19の地理的要因分析2020
- Author(s)
  村上大輔
- Organizer
  2020年度日本保険・年金金リスク学会
- Invited
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2020
- Author(s)
  Murakami, D.
- Organizer
  科研費シンポジウム "Recent Progress in Spatial and/or Spatio-temporal Data Analysis"
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] nalyzing hotel price and occupancy with low rank spatial econometric models. Applied Regional Science Conference2020
- Author(s)
  Murakami, D., Ichifuji, Y.
- Organizer
  Applied Regional Science Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Compositionally-warped additive mixed modeling for large non- Gaussian data: Application to COVID-19 analysis2020
- Author(s)
  Murakami, D., Kajita, M., Kajita, S.
- Organizer
  Tsukuba Global Science Week
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Spatial analysis of COVID18 spread using compositionally-warped Gaussian process2020
- Author(s)
  Murakami, D.
- Organizer
  Global Collaboration on Data beyond Disciplines
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K13261
[Presentation] 住宅価格形成要因の空間的異質な構造は間取りによって異なるのか? ~空間加法混合モデルの新築分譲マンション価格データへの適用を通して2020
- Author(s)
  松尾和史・村上大輔・堤盛人
- Organizer
  2020年度第34回 ARSC研究発表大会
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Scalable model selection for spatial additive mixed modeling: application to crime analysis2020
- Author(s)
  Murakami, D., Kajita, M., and Kajita, S.
- Organizer
  TGSW2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] A precompression approach for fast spatial mixed effects modeling2019
- Author(s)
  Murakami Daisuke、Griffith Daniel A.
- Organizer
  Spatial Statistics 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] Scalable geographically weighted regression for big data2019
- Author(s)
  Murakami, D.、Tsutsumida, N.、Yoshida, T.、Nakaya, T.、Lu, B.
- Organizer
  GeoComputation 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] Statistical methodology for climate change mitigation and adaptation2019
- Author(s)
  村上大輔, 松井知子
- Organizer
  HW-UoE-ISM workshop
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] Scalable geographically weighted regression for big data2019
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, T., Nakaya, T., and Lu, B.
- Organizer
  GeoComputation 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] The relationships between energy consumption and surface temperature: A combining multiple-scale observations approach2019
- Author(s)
  Yoshida Takahiro., Chang Soowon., Murakami Daisuke., Yamagata Yoshiki
- Organizer
  ICAE2019
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] Spatially detail urban carbon mapping: Integration of top-down and bottom-up approaches2019
- Author(s)
  Yoshida, T., Yamagata, Y.・Murakami, D.
- Organizer
  GeoComputation
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01556
[Presentation] Scalable geographically weighted regression for big data2019
- Author(s)
  Murakami, D., Tsutsumida, N., Yoshida, T., Nakaya, T.
- Organizer
  GeoComputation
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01556
[Presentation] 大規模な地理空間データのための空間混合効果モデリング2019
- Author(s)
  村上大輔
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] ビッグデータのための空間加法混合モデリング：不動産要因分析への応用2019
- Author(s)
  Murakami Daisuke、Griffith Daniel A.
- Organizer
  地理情報システム学会第28回研究発表大会
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] 大規模な地理空間データのための空間混合効果モデリング2019
- Author(s)
  村上大輔
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] Climate change mitigation management using an optimal stochastic control framework2018
- Author(s)
  村上大輔, Ames, M., Shevchenko, P., Myrvoll, T., 松井知子, 山形与志樹
- Organizer
  CFE2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] 大規模データのための地理的加重回帰と住宅地価分析への応用2018
- Author(s)
  村上大輔・堤田成政・吉田崇紘・中谷友樹
- Organizer
  地理情報システム学会第27回研究発表大会
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] Spatially varying coefficient modeling for large data: A case study of residential land price in Tokyo2018
- Author(s)
  Murakami, D., Nakaya, T., Tsutsumida, N., Yoshida, T.
- Organizer
  International Conference on Spatial Analysis and Modeling
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] Urban temperature analysis using participatory sensing data2018
- Author(s)
  村上大輔, 松井知子
- Organizer
  NTNU-ISM workshop
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] Big-data for Climate Risk Mitigation: Heat and Sentiment Analysis using Twitter Data.2018
- Author(s)
  Daisuke Murakami, Yoshiki Yamagata, and Takahiro Yoshida
- Organizer
  International Conference on Systematizing and Upscaling Urban Solutions for Climate Change Mitigation
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] A spatiotemporal generalized hyperbolic model for heatwave monitoring2018
- Author(s)
  Daisuke Murakami, Francois Septier, Gareth W. Peters and Tomoko Matsui
- Organizer
  2018 International Workshop on Spatial and Temporal Modeling
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] Low rank spatial econometric models2018
- Author(s)
  Murakami, D., Griffith, D.A., Seya, H., Yoshida, T.
- Organizer
  XII World Conference of the Spatial Econometrics Association (SEA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Low rank spatial econometric models2018
- Author(s)
  Murakami, D., Griffith, D.A., Seya, H., Yoshida, T.
- Organizer
  XII-th Workld Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] Spatially explicit exploratory factor analysis on urban statistical data ? Geographically weighted approach2018
- Author(s)
  Tsutsumida, N., Murakami, D., Nakaya, T., Yoshida, T.
- Organizer
  International Conference on Spatial Analysis and Modeling
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01556
[Presentation] A spatiotemporal generalized hyperbolic model for heatwave monitoring2018
- Author(s)
  Murakami, D., Septer, F., Peters, G.W., Matsui, T.
- Organizer
  2018 International Workshop on Spatial and Temporal Modeling
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] Low rank spatial econometric models2018
- Author(s)
  Murakami D.、Seya H.、Griffith Daniel A.
- Organizer
  XII World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] Spatially varying coefficient modeling for large data: A case study of residential land price in Tokyo2018
- Author(s)
  Murakami, D., Nakaya, T., Tsutsumida, N., Yoshida, T.
- Organizer
  International Conference on Spatial Analysis and Modeling
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01556
[Presentation] 携帯GPS情報を活用した水害避難状況の把握に向けた検討2018
- Author(s)
  村上大輔, 山形与志樹, 吉田崇紘, 松井知子
- Organizer
  東京大学空間情報科学研究センター全国共同利用研究発表大会：CSIS DAYS 2018 (2018)
- Data Source
  KAKENHI-PROJECT-16H02910
[Presentation] Spatially varying coefficient modeling for large data: A case study of residential land price in Tokyo2018
- Author(s)
  Murakami, D., Nakaya, T., Tsutsumida, N., Yoshida, T.
- Organizer
  International Conference on Spatial Analysis and Modeling
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Heatwave risk estimation with spatial BigData: A case study in Tokyo2017
- Author(s)
  Murakami, D., Yamagata, Y.
- Organizer
  Spatial Statistics 2017: One World: One Health.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] Heatwave risk estimation with spatial BigData: A case study in Tokyo2017
- Author(s)
  Daisuke Murakami and Yoshiki Yamagata
- Organizer
  Spatial Statistics 2017: One World: One Health
- Data Source
  KAKENHI-PROJECT-17H01705
[Presentation] Spatially varying coefficient model for large dataset: a rank reduction approach2017
- Author(s)
  Murakami, D., Yamagata, Y., Daniel, A. Griffith
- Organizer
  11th World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] 携帯GPSデータを用いたwalkabilityの統計解析2017
- Author(s)
  山形与志樹・村上大輔
- Organizer
  応用地域学会第31回研究発表大会
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] Spatially varying coefficient model for large dataset: a rank reduction approach2017
- Author(s)
  Murakami, D., Yamagata, Y., & Daniel, A. Griffith
- Organizer
  11th World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] Spatially varying coefficient model for large dataset: a rank reduction approach2017
- Author(s)
  Murakami, D., Yamagata, Y., & Daniel, A. Griffith
- Organizer
  11th World Conference of the Spatial Econometrics Association
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] モランI統計量に基づく空間可変パラメータモデルの開発とRパッケージ化2017
- Author(s)
  村上大輔・山形与志樹.
- Organizer
  第55回土木計画学研究発表会・春大会
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] A Moran coefficient-based mixed effect approach to investigate spatially varying relationships2017
- Author(s)
  Murakami, D., Yoshida, T., & Daniel A. Griffith
- Organizer
  IASC-NZSA Joint Conference
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] A Moran coefficient-based mixed effect approach to investigate spatially varying relationships2017
- Author(s)
  Murakami, D., Yoshida, T., Daniel A. Griffith
- Organizer
  2017 IASC-NZSA Joint Conference. Auckland
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] The importance of scale in spatially varying coefficient modeling2017
- Author(s)
  村上大輔・Paul Harris・Binbin Lu・中谷友樹
- Organizer
  地理情報システム学会第26回研究発表大会
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] The importance of scale in spatially varying coefficient modeling2017
- Author(s)
  村上大輔, Paul Harris, Binbin Lu, 中谷友樹
- Organizer
  地理情報システム学会第26回研究発表大会
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] Parsimonious modeling in spatial statistics and spatial econometrics2017
- Author(s)
  Tsutsumi, M., & Murakami, D.
- Organizer
  2017年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] Parsimonious Modeling in Spatial Statistics and Spatial Econometrics2017
- Author(s)
  Tsutsumi, M., Murakami, D.
- Organizer
  2017年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-17K12974
[Presentation] The importance of scale in spatially varying coefficient modeling2017
- Author(s)
  村上大輔・Paul Harris・Binbin Lu・中谷友樹
- Organizer
  第26回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-17H02046
[Presentation] Resilient 3D urban design: a “Wise Shrink” approach2016
- Author(s)
  Yamagata, Y., Murakami, D., Yoshida T.
- Organizer
  The 12th International Symposium on Urban Planning and Environment
- Place of Presentation
  Lisbon, Portugal
- Year and Date
  2016-05-31
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910
[Presentation] Random effects specifications in eigenvector spatial filtering with application to a flood risk analysis2016
- Author(s)
  Murakami, D., Yamagata, Y., D.A. Griffith, Hajime S, Yoshida, T.
- Organizer
  The 10th International Conference on Spatial Econometrics Association
- Place of Presentation
  Roma, Italy
- Year and Date
  2016-06-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] Spatial multinomial logit models: a comparative Monte Carlo study2016
- Author(s)
  Yoshida T., Murakami, D., Hajime S, Tsutsumi, M.
- Organizer
  The 10th International Conference on Spatial Econometrics Association
- Place of Presentation
  Roma, Italy
- Year and Date
  2016-06-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] Spatially-explicit resilience modeling for PV electricity supply-demand balance2016
- Author(s)
  Yamagata, Y., Murakami, D.
- Organizer
  The 8th International Conference on Applied Energy
- Place of Presentation
  Beijing, China
- Year and Date
  2016-08-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02910
[Presentation] 都市レジリエンスの向上に向けたシェアリング・コミュニティの設計2016
- Author(s)
  山形与志樹・村上大輔
- Organizer
  応用地域学会第30回研究発表大会
- Place of Presentation
  神戸大学六甲台2キャンパス（兵庫県）
- Year and Date
  2016-11-26
- Data Source
  KAKENHI-PROJECT-16H02910
[Presentation] 人の動きデータを用いた熱波リスクの空間統計解析2016
- Author(s)
  村上大輔・山形与志樹
- Organizer
  第53回土木計画学研究発表大会(春大会)
- Place of Presentation
  北海道大学（北海道札幌市）
- Year and Date
  2016-05-28
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] 災害レジリエンスと太陽光発電に着目した空間詳細な電力需給バランスの推計2016
- Author(s)
  村上大輔・山形与志樹.
- Organizer
  第54回土木計画学研究発表大会(秋大会)
- Place of Presentation
  長崎大学文教キャンパス（長崎県長崎市）
- Year and Date
  2016-11-04
- Data Source
  KAKENHI-PROJECT-15H04054
[Presentation] 災害レジリエンスと太陽光発電に着目した空間詳細な電力需給バランスの推計2016
- Author(s)
  村上大輔・山形与志樹
- Organizer
  第54回土木計画学研究発表大会(秋大会)
- Place of Presentation
  長崎大学文教キャンパス（長崎県）
- Year and Date
  2016-11-04
- Data Source
  KAKENHI-PROJECT-16H02910
[Presentation] 時間帯別CO2マッピングに向けた携帯GPSデータの活用と交通シミュレーション2016
- Author(s)
  村上大輔・山形与志樹
- Organizer
  応用地域学会第30回研究発表大会
- Place of Presentation
  神戸大学六甲台2キャンパス（兵庫県）
- Year and Date
  2016-11-26
- Data Source
  KAKENHI-PROJECT-16H02910

1. 瀬谷創 (20584296)

# of Collaborated Projects: 6 results

# of Collaborated Products: 5 results
2. 吉田崇紘 (60826767)

# of Collaborated Projects: 4 results

# of Collaborated Products: 7 results
3. YAMAGATA YOSHIKI (90239864)

# of Collaborated Projects: 3 results

# of Collaborated Products: 22 results
4. Matsui Tomoko (10370090)

# of Collaborated Projects: 3 results

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5. 井上亮 (60401303)

# of Collaborated Projects: 3 results

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6. TSUTSUMI MORITO (70292886)

# of Collaborated Projects: 2 results

# of Collaborated Products: 8 results
7. Amemiya Mamoru (60601383)

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8. Takayama Yuki (90612648)

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9. 菅澤翔之助 (50782380)

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# of Collaborated Products: 1 results
10. 島田貴仁 (20356215)

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11. AMES MATTHEW (90794769)

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27. 織田澤利守 (30374987)

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28. 瀬木俊輔 (50762382)

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35. SUZUKI Tatsuo

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36. 池田清宏

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Murakami Daisuke 村上 大輔

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空間統計学と機械学習の融合による時空間回帰の開発・ツール化Principal Investigator

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Spatial regression modeling estimating a wide variety of effects from diverse dataPrincipal Investigator

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Extension of eigenvectir spatial filtering approaches for large and diverse spatiotemporal datasetsPrincipal Investigator

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Murakami Daisuke 村上大輔

[Book] 実践Data　Scienceシリーズ　Rではじめる地理空間データの統計解析入門2022