Moriyama Taku 森山卓

Researcher Number	30823190
Other IDs
Affiliation (Current)	2025: 横浜市立大学, データサイエンス学部, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 横浜市立大学, データサイエンス学部, 准教授 2019 – 2022: 鳥取大学, 工学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 60030:Statistical science-related Except Principal Investigator Basic Section 25010:Social systems engineering-related / Basic Section 22050:Civil engineering plan and transportation engineering-related
Keywords	Principal Investigator 極値統計 / 裾確率 / 超過分布 / ノンパラメトリック統計 / セミパラメトリック統計 / 順序統計量 / ノンパラメトリック推定 / 漸近理論 / セミパラメトリック推定 / カーネル型推定 … More / 極値統計学 / 標本最大値 / 確率分布推定 / ノンパラメトリック推測 / セミパラメトリック推測 / 極値理論 … More Except Principal Investigator ビッグデータ / データ利活用 / 地方中小都市 / 中小都市 / 経路検索サービス / 交通需要予測 / 公共交通計画 / 交通系ICカード / 経路検索履歴データ Less

地方中小都市における小規模ビッグデータ群の融合による地域政策の立案と評価
- Principal Investigator
  
  桑野将司
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Tottori University
Development of a semiparametric approach to accurate risk assessment and its applicationsPrincipal Investigator
- Principal Investigator
  
  森山卓
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Yokohama City University
Dynamic forecasting of travel demand using route search data in small and medium sized cities
- Principal Investigator
  
  Kuwano Masashi
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Tottori University
Accurate estimation of the probability distribution of sample maximum and its applicationsPrincipal Investigator
- Principal Investigator
  
  Moriyama Taku
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Tottori University

All 2024 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Reduction of Potential Boundary Bias in Kernel Cumulative Distribution Estimation in Univariate and Multivariate Settings2024
- Author(s)
  Moriyama Taku
- Journal Title
  
  Journal of Statistical Theory and Practice
  
  Volume: － Issue: 1
- DOI
  10.1007/s42519-024-00367-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K16850
[Journal Article] A statistical method for estimating piecewise linear sales trends2023
- Author(s)
  Moriyama Taku、Kuwano Masashi、Nakayama Masahito
- Journal Title
  
  Journal of Marketing Analytics
  
  Volume: － Issue: 2 Pages: 436-444
- DOI
  10.1057/s41270-023-00207-9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] Prediction of railroad user count using number of route searches via bivariate state-space modeling2023
- Author(s)
  Kuwano Masashi、Hosoe Mio、Moriyama Taku
- Journal Title
  
  The Journal of Supercomputing
  
  Volume: 80 Issue: 4 Pages: 4554-4576
- DOI
  10.1007/s11227-023-05642-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26331
[Journal Article] DEMAND FORECASTING MODEL FOR RAILROAD USING ROUTE SEARCH HISTORY DATA2023
- Author(s)
  細江美欧，桑野将司，森山卓
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)
  
  Volume: 78 Issue: 5 Pages: I_539-I_551
- DOI
  10.2208/jscejipm.78.5_I_539
- ISSN
  2185-6540
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K26331
[Journal Article] Extraction of sales relevance from POS data based on non-negative matrix factorization with regularization2022
- Author(s)
  Hamaya Shota、Minamino Yuka、Moriyama Taku、Hosoe Mio、Kuwano Masashi
- Journal Title
  
  Proceedings of the 27th International society of Science and Applied Technologies (ISSAT) International Conference on Reliability and Quality in Design
  
  Volume: － Pages: 156-160
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] A semiparametric probability distribution estimator of sample maximums2022
- Author(s)
  Moriyama Taku
- Journal Title
  
  arXiv
  
  Volume: - Pages: 1-10
- Open Access
- Data Source
  KAKENHI-PROJECT-19K20223
[Journal Article] Trip Purpose Inference Based on the Relationship between Route Search Records and Regional Characteristics2022
- Author(s)
  Hosoe Mio、Kuwano Masashi、Moriyama Taku
- Journal Title
  
  International Journal of Intelligent Transportation Systems Research
  
  Volume: 20 Issue: 1 Pages: 299-308
- DOI
  10.1007/s13177-022-00295-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] comparative analysis of the number of searches in the national and local route search service2022
- Author(s)
  大江広高、桑野将司、細江美欧、森山卓、南野友香
- Journal Title
  
  Journal of the City Planning Institute of Japan
  
  Volume: 57 Issue: 3 Pages: 1288-1294
- DOI
  10.11361/journalcpij.57.1288
- ISSN
  0916-0647, 2185-0593
- Year and Date
  2022-10-25
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] Asymptotic properties of parametric and nonparametric probability density estimators of sample maximum2022
- Author(s)
  Moriyama Taku
- Journal Title
  
  arXiv
  
  Volume: - Pages: 1-11
- Open Access
- Data Source
  KAKENHI-PROJECT-19K20223
[Journal Article] 経路検索数からみるCOVID-19による路線バスニーズの変化2022
- Author(s)
  細江美欧、桑野将司、森山卓
- Journal Title
  
  土木計画学研究・講演集
  
  Volume: 66
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] 経路検索データを用いた鉄道経路の需要予測モデルの提案2022
- Author(s)
  細江美欧、桑野将司、森山卓
- Journal Title
  
  土木計画学研究・講演集
  
  Volume: 65
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] 全国版と地方版の経路検索サービスの利用特性の比較2022
- Author(s)
  大江広高、桑野将司、森山卓、細江美欧、南野友香、菅原一孔
- Journal Title
  
  土木計画学研究・講演集
  
  Volume: 65
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] ANALYSIS OF THE RELATIONSHIP BETWEEN TRANSPORTATION DEMAND BASED ON ROUTE SEARCH RECORDS AND CHARACTERISTICS AROUND RAILWAY STATION2021
- Author(s)
  細江美欧, 桑野将司, 森山卓
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)
  
  Volume: 76 Issue: 5 Pages: I_377-I_384
- DOI
  10.2208/jscejipm.76.5_I_377
- NAID
  130008027974
- ISSN
  2185-6540
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] Parametric and nonparametric probability distribution estimators of sample maximum2021
- Author(s)
  Moriyama Taku
- Journal Title
  
  arXiv
  
  Volume: - Pages: 1-14
- Open Access
- Data Source
  KAKENHI-PROJECT-19K20223
[Journal Article] EXTRACTION OF SIMILAR BEHAVIOR FROM SMART CARD DATA2021
- Author(s)
  細江美欧, 桑野将司, 森山卓, 宮崎耕輔, 伊藤昌毅
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)
  
  Volume: 76 Issue: 5 Pages: I_957-I_966
- DOI
  10.2208/jscejipm.76.5_I_957
- NAID
  130008028103
- ISSN
  2185-6540
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] Changes in Consciousness of Users and Drivers brought by Community Car-sharing Service2021
- Author(s)
  桑野将司，升谷吏歩，森山卓，細江美欧
- Journal Title
  
  Journal of the City Planning Institute of Japan
  
  Volume: 56 Issue: 3 Pages: 850-856
- DOI
  10.11361/journalcpij.56.850
- NAID
  130008107732
- ISSN
  0916-0647, 2185-0593
- Year and Date
  2021-10-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02276, KAKENHI-PROJECT-20H02277
[Journal Article] A method for extracting travel patterns using data polishing2021
- Author(s)
  Hosoe, M., Kuwano, M., Moriyama, T.
- Journal Title
  
  Journal of Big Data
  
  Volume: 8 Issue: 1 Pages: 13-13
- DOI
  10.1186/s40537-020-00402-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H01557, KAKENHI-PROJECT-20J15417, KAKENHI-PROJECT-20H02277
[Journal Article] Causal inference for contemporaneous effects and its application to tourism product sales data2021
- Author(s)
  Moriyama Taku, Kuwano Masashi
- Journal Title
  
  Journal of Marketing Analytics
  
  Volume: － Issue: 3 Pages: 250-260
- DOI
  10.1057/s41270-021-00130-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] Analysis of Factors Affecting Variation Patterns of Bus Route Search Records2021
- Author(s)
  細江美欧, 桑野将司, 森山卓, 中井健太郎, 菅原一孔
- Journal Title
  
  Journal of the City Planning Institute of Japan
  
  Volume: 56 Issue: 3 Pages: 788-794
- DOI
  10.11361/journalcpij.56.788
- NAID
  130008107787
- ISSN
  0916-0647, 2185-0593
- Year and Date
  2021-10-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02277
[Journal Article] CONDITIONAL PROBABILITY DENSITY AND REGRESSION FUNCTION ESTIMATIONS WITH TRANSFORMATION OF DATA2020
- Author(s)
  MORIYAMA Taku, MAESONO Yoshihiko
- Journal Title
  
  Bulletin of informatics and cybernetics
  
  Volume: 1 Pages: 1-25
- NAID
  120006809220
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20223
[Journal Article] Railway Station Clustering based on Origin-Destination Patterns using Graph Polishing2020
- Author(s)
  細江美欧，桑野将司，森山卓
- Journal Title
  
  Journal of the City Planning Institute of Japan
  
  Volume: 55 Issue: 3 Pages: 690-696
- DOI
  10.11361/journalcpij.55.690
- NAID
  130007930110
- ISSN
  0916-0647, 2185-0593
- Year and Date
  2020-10-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H01557, KAKENHI-PROJECT-20J15417, KAKENHI-PROJECT-20H02277
[Journal Article] 中山間地域における行政サービスから見た自動運転技術の導入可能性2020
- Author(s)
  桑野将司, 谷本圭志, 森山卓
- Journal Title
  
  農村計画学会誌
  
  Volume: 39 Issue: Special_Issue Pages: 245-252
- DOI
  10.2750/arp.39.245
- NAID
  130008118985
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 標本最大値のカーネル密度推定とデータ変換2024
- Author(s)
  森山卓
- Organizer
  第24回ノンパラメトリック統計解析とベイズ統計
- Data Source
  KAKENHI-PROJECT-23K16850
[Presentation] Change in travel demand under the COVID-19 pandemic using route-search history data2023
- Author(s)
  Mio Hosoe, Masashi Kuwano, Taku Moriyama
- Organizer
  The 15th International Conference of Eastern Asia Society for Transportation Studies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26331
[Presentation] Relational analysis of route searches and transportation IC card use2023
- Author(s)
  Mio Hosoe, Masashi Kuwano, Taku Moriyama
- Organizer
  The 16th World Conference on Transport Research
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26331
[Presentation] 標本最大値の高精度確率分布推定とその応用2023
- Author(s)
  森山卓
- Organizer
  第23回ノンパラメトリック統計解析とベイズ統計
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 標本最大値の確率密度推定と応用2023
- Author(s)
  森山卓
- Organizer
  統計数理研究所共同研究集会「極値理論の工学への応用」
- Data Source
  KAKENHI-PROJECT-23K16850
[Presentation] A semiparametric approach in estimating sample maximum distribution2023
- Author(s)
  Moriyama Taku
- Organizer
  6th International Conference on Econometrics and Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16850
[Presentation] Comparative study on accuracy of sample maximum distribution estimators in IID settings2023
- Author(s)
  Moriyama Taku
- Organizer
  10th International Congress on Industrial and Applied Mathematics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16850
[Presentation] Change-point Detection for Accuracy Improvement of Software Reliability Assessment2023
- Author(s)
  Yuka Minamino, Shin Danjo, Masashi Kuwano, Taku Moriyama, Inoue Shinji
- Organizer
  Proceedings of the 28th ISSAT International Conference on Reliability and Quality in Design
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26331
[Presentation] 標本最大値の確率分布推定と確率密度推定について2022
- Author(s)
  森山卓
- Organizer
  第22回ノンパラメトリック統計解析とベイズ統計
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 標本最大値の確率分布の異なる推定方法の精度比較2022
- Author(s)
  森山卓
- Organizer
  第27回情報・統計科学シンポジウム
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 標本最大値の確率分布の推定方法について2022
- Author(s)
  森山卓
- Organizer
  2022年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 全国版と地方版の経路検索サービスの関係性分析2022
- Author(s)
  大江広高、桑野将司、森山卓、細江美欧、南野友香
- Organizer
  第74回土木学会中国支部研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 2変量状態空間モデルと重み付き回帰モデルを用いた経路検索履歴による鉄道需要予測2022
- Author(s)
  細江美欧、桑野将司、森山卓
- Organizer
  第20回日本都市計画学会中国四国支部研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] Nonparametric distribution estimators of sample maximum in iid settings2022
- Author(s)
  Moriyama Taku
- Organizer
  The 24th International Conference on Computational Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 標本最大値のパラメトリック確率分布推定およびノンパラメトリック確率分布推定2021
- Author(s)
  森山卓
- Organizer
  第21回ノンパラメトリック統計解析とベイズ統計
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] コピュラ関数を用いた検索履歴データと乗降履歴データの関連性分析2021
- Author(s)
  小西諒，桑野将司，森山卓，細江美欧
- Organizer
  第73回土木学会中国支部研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 経路検索行動と鉄道利用行動の関係性分析2021
- Author(s)
  細江美欧，桑野将司，森山卓
- Organizer
  第64回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] コピュラ関数を用いた検索行動と実行動の関連性分析2021
- Author(s)
  小西諒，桑野将司，森山卓，細江美欧
- Organizer
  第63回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 標本最大値の高精度な確率分布推定2021
- Author(s)
  森山卓
- Organizer
  統計数理研究所共同研究集会「極値理論の工学への応用」
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] コミュニティ・カーシェアリング導入前後における利用者とドライバーの意識変化2021
- Author(s)
  升谷吏歩，桑野将司，森山卓
- Organizer
  第73回土木学会中国支部研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] バス路線の経路検索数と停留所周辺環境の関係性の分析2021
- Author(s)
  中井健太郎，細江美欧，桑野将司，森山卓
- Organizer
  第73回土木学会中国支部研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 経路検索数と地域特性の関連性分析2021
- Author(s)
  中井健太郎，細江美欧，桑野将司，森山卓
- Organizer
  第63回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 経路検索ログデータを用いた突発的検索行動の分析2020
- Author(s)
  小田島輝知，桑野将司，森山卓，細江美欧
- Organizer
  第72回土木学会中国支部研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 状態空間モデルによる突発的検索行動の抽出2020
- Author(s)
  小田島輝知，桑野将司，森山卓，細江美欧
- Organizer
  第61回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 経路検索に現れる移動需要と駅周辺環境の関連性分析2020
- Author(s)
  細江美欧，桑野将司，森山卓
- Organizer
  第61回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H02277
[Presentation] 標本最大値の確率分布推定における漸近的性質2020
- Author(s)
  森山卓
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 標本最大値のカーネル型分布推定について2019
- Author(s)
  森山卓
- Organizer
  2019年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K20223
[Presentation] 標本最大値の確率分布推定について2019
- Author(s)
  森山卓
- Organizer
  統計サマーセミナー2019
- Data Source
  KAKENHI-PROJECT-19K20223

1. Kuwano Masashi (70432680)

# of Collaborated Projects: 2 results

# of Collaborated Products: 24 results
2. 細江美欧 (00907777)

# of Collaborated Projects: 2 results

# of Collaborated Products: 18 results
3. 谷本圭志 (20304199)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
4. 伊藤昌毅 (50530086)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
5. 宮崎耕輔 (60469591)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 南野友香 (30778014)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

Moriyama Taku 森山 卓

Research Projects

Research Products

Co-Researchers

地方中小都市における小規模ビッグデータ群の融合による地域政策の立案と評価

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a semiparametric approach to accurate risk assessment and its applicationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Dynamic forecasting of travel demand using route search data in small and medium sized cities

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Accurate estimation of the probability distribution of sample maximum and its applicationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Reduction of Potential Boundary Bias in Kernel Cumulative Distribution Estimation in Univariate and Multivariate Settings2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A statistical method for estimating piecewise linear sales trends2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of railroad user count using number of route searches via bivariate state-space modeling2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] DEMAND FORECASTING MODEL FOR RAILROAD USING ROUTE SEARCH HISTORY DATA2023

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] Extraction of sales relevance from POS data based on non-negative matrix factorization with regularization2022

Author(s)

Journal Title

Data Source

[Journal Article] A semiparametric probability distribution estimator of sample maximums2022

Author(s)

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[Journal Article] Trip Purpose Inference Based on the Relationship between Route Search Records and Regional Characteristics2022

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[Journal Article] comparative analysis of the number of searches in the national and local route search service2022

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[Journal Article] Asymptotic properties of parametric and nonparametric probability density estimators of sample maximum2022

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[Journal Article] 経路検索数からみるCOVID-19による路線バスニーズの変化2022

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[Journal Article] 経路検索データを用いた鉄道経路の需要予測モデルの提案2022

Moriyama Taku 森山卓