Nakazawa Jin 中澤仁

… Alternative Names

NAKAZAWA Jin 中澤仁

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Researcher Number	80365486
Other IDs	https://orcid.org/0000-0001-9718-4552
Affiliation (Current)	2026: 慶應義塾大学, 環境情報学部(藤沢), 教授
Affiliation (based on the past Project Information) *help	2019 – 2025: 慶應義塾大学, 環境情報学部(藤沢), 教授 2018: 慶應義塾大学, 環境情報学部(藤沢), 准教授 2008 – 2010: Keio University, 環境情報学部, 専任講師
Review Section/Research Field	Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields / Basic Section 60060:Information network-related / Computer system/Network Except Principal Investigator Clinical nursing
Keywords	Principal Investigator 深層学習 / 深層学習モデル / 適応 / 非機能要求 / QoS / 知的センシング / 自律分散協調 / エッジ側知的処理 / 継続学習 / 動的更新 … More / 機械学習 / エッジコンピューティング / 共生 / クラウド側 / エッジ側 / AI / 共進化 / 自律分散 / エッジ / クラウド / 駆動基盤 / 運用技術 / ユビキタスサービス / インタオペラビリティ / 携帯電話 / センサネットワーク … More Except Principal Investigator 神経障害 / 安全 / QOL / がん化学療法 / 化学療法 / 神経侵害性障害 / 皮膚侵害性障害 / 服薬アドヒアランス / 皮膚障害 / 無作為化比較試験 / 薬物療法 / 末梢神経障害 / がん薬物療法 / がん患者 / ケアの質 / 医療安全 / 転倒 / 手足症候群 / がん化学療法誘発性末梢神経障害 / がんサバイバー / がん看護 Less

AI-QoS: 深層学習モデルのQoS適応的駆動基盤技術Principal Investigator
- Principal Investigator
  
  中澤仁
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Keio University
Research and development of autonomous distributed co-evolutionary AI infrastructure technology based on dynamic coordination between cloud-side and edge-side devicesPrincipal Investigator
- Principal Investigator
  
  NAKAZAWA Jin
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Keio University
Development of a Safe and Reliable Care Network for Cancer Survivors
- Principal Investigator
  
  Komatsu Hiroko
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Clinical nursing
- Research Institution
  The Japanese Red Cross Kyushu International College of Nursing
  Keio University
A Mechanism to Guarantee Minimum Data Recording Time for Tiny Embedded Nodes Based on the Amount of Energy and StoragePrincipal Investigator
- Principal Investigator
  
  NAKAZAWA Jin
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Computer system/Network
- Research Institution
  Keio University

All 2024 2023 2022 2021 2020 2019 2010 2009 2008

All Journal Article Presentation

[Journal Article] A stable and efficient dynamic ensemble method for pothole detection2024
- Author(s)
  Bekku Hiroo、Kume Taiga、Tsuge Akira、Nakazawa Jin
- Journal Title
  
  Pervasive and Mobile Computing
  
  Volume: 104 Pages: 101973-101973
- DOI
  10.1016/j.pmcj.2024.101973
- Data Source
  KAKENHI-PROJECT-23H00476
[Journal Article] Detecting Potholes from Dashboard Camera Images Using Ensemble of Classification Mechanisms2023
- Author(s)
  Miku Minami, Hiroo Bekku, Takafumi Kawasaki, Jin Nakazawa
- Journal Title
  
  Proceedings of International Conference on Smart Computing (SMARTCOMP)
  
  Volume: 掲載予定
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04099
[Journal Article] 深層学習を用いた画像分類の継続学習におけるクラス難易度を考慮した容量制御2023
- Author(s)
  川島寛乃，河野慎，大越匡，中澤仁
- Journal Title
  
  日本ソフトウェア科学会コンピュータソフトウェア論文誌
  
  Volume: 掲載予定
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04099
[Journal Article] DeepCounter:深層学習を用いた細粒度なゴミ排出量データ収集手法定2020
- Author(s)
  三上量陳寅中澤仁
- Journal Title
  
  情報処理学会論文誌
  
  Volume: 61 Pages: 36-48
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04099
[Journal Article] マルチセンサ環境と携帯電話の協調技術に関する検討2009
- Author(s)
  中澤仁, 由良淳一, 岩本健嗣, 横山浩之, 徳田英幸
- Journal Title
  
  信学技報 vol.108, no.399
  
  Pages: 149-154
- NAID
  110007137408
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700070
[Journal Article] マルチセンサ環境と携帯電話の協調技術に関する検討2009
- Author(s)
  中澤仁
- Journal Title
  
  信学技報 vol.108, no.399
  
  Pages: 149-154
- NAID
  110007137408
- Data Source
  KAKENHI-PROJECT-20700070
[Presentation] 一般物体検出とLSTMを用いた画像に基づく屋内位置推定2024
- Author(s)
  Y. Aoki, N. Kobayashi, T. Ohkoshi, and J. Nakazawa
- Organizer
  情報処理学会研究報告, vol. 2024-UBI-82, no. 17, pp. 1-8, May 2024.
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Demo: FaST Compiler: Optimizing Web Front-end UI Building by Integrating Compilers and Visible Anchors2024
- Author(s)
  T. Tomizawa, T. Kume, S. Hamanaka, T. Okoshi, and J. Nakazawa
- Organizer
  MOBISYS ’24, pp. 1-2, Jun. 2024. doi: 10.1145/3643832.3663377
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Poster: Class-Balanced Exemplar Memory Selection for Class-Incremental Semantic Segmentation2024
- Author(s)
  H. Kawashima, T. Okoshi, and J. Nakazawa
- Organizer
  MOBISYS ’24, pp. 1-2, Jun. 2024. doi: 10.1145/3643832.3661400
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Poster: Feature-adaptive Re-MAML optimised for the input data set2024
- Author(s)
  K. Sunata, T. Kume, T. Okoshi, and J. Nakazawa
- Organizer
  MOBISYS ’24, pp. 1-2, Jun. 2024. doi: 10.1145/3643832.3661441
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Demo: MeowSorter: Identifying Stray and Pet Cats Through Facial Features2024
- Author(s)
  R. Motoyama, N. Isokawa, T. Okoshi, and J. Nakazawa
- Organizer
  MOBISYS ’24, pp. 1-2, Jun. 2024. doi: 10.1145/3643832.3663376
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] 三段階に分かったテキストベースの人物識別2024
- Author(s)
  Liu, T., Kume, T., Nakazawa, J., and Okoshi, M.
- Organizer
  情報処理学会研究報告, vol. 2025-MBL-114, no. 28, pp. 1-8, Feb. 2025.
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Poster: MLess: Deep Learning Application Platform for Smart Cities2024
- Author(s)
  S. Makino, T. Okoshi, and J. Nakazawa
- Organizer
  MOBISYS ’24, pp. 1-2, Jun. 2024. doi: 10.1145/3643832.3661394
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Poster: Generating Scarce Realities for Traffic Light Violation Detection2024
- Author(s)
  T. Kume, H. Bekku, T. Okoshi, and J. Nakazawa
- Organizer
  MOBISYS ’24, pp. 1-2, Jun. 2024. doi: 10.1145/3643832.3661440
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] Dynamic Fixed-point Values in eBPF: a Case for Fully In-kernel Anomaly Detection2024
- Author(s)
  Osaki, A., Poisson, M., Makino, S., Shiiba, R., Fukuda, K., Okoshi, T., & Nakazawa, J.
- Organizer
  AINTEC ’24, Sydney, Australia, Aug. 2024. doi: 10.1145/3674213.3674219
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] 弓道動画における結果予測とフォームフィックスツールの開発2024
- Author(s)
  K. Ozaki, N. Kobayashi, T. Ohkoshi, and J. Nakazawa
- Organizer
  情報処理学会研究報告, vol. 2024-UBI-82, no. 11, pp. 1-8, May 2024.
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] 高解像度画像を用いた鳥類検出手法の提案2023
- Author(s)
  Hamada, R., Hirano, R., Isokawa, N., Okoshi, M., and Nakazawa, J.
- Organizer
  情報処理学会研究報告, vol. 2023-MBL-108, no. 42
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] 多クラス分類に向けた階層的分類モデル2023
- Author(s)
  Sunata, K., Kume, T., and Nakazawa, J.
- Organizer
  情報処理学会研究報告, vol. 2023-UBI-79, no. 43
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] 野良猫・飼い猫判別のための猫の顔分類技術の提案2023
- Author(s)
  Motoyama, R., Isokawa, N., Okoshi, M., and Nakazawa, J.
- Organizer
  情報処理学会研究報告, vol. 2023-CDS-38, no. 48
- Data Source
  KAKENHI-PROJECT-23H00476
[Presentation] 継続学習のクラス増分学習におけるクラス難易度を考慮したリプレイ手法の増加シナリオへの影響2022
- Author(s)
  川島寛乃, 河野慎, 中澤仁
- Organizer
  人工知能学会全国大会論文集第 36 回
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] 勾配法による蒸留における教師モデル選別2022
- Author(s)
  久米大雅, 川島寛乃, 別宮広朗, 中澤仁
- Organizer
  人工知能学会全国大会論文集第 36 回
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] サーバレスシステムにおける応答速度の改善2022
- Author(s)
  牧野青希橘直雪大越匡中澤仁
- Organizer
  情報処理学会システムソフトウエアとオペレーティングシステム研究会
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] 物体検出を用いた道路陥没箇所検出モデルにおける合成画像を使用した学習の有効性の検討2021
- Author(s)
  坂内理人, 中澤仁
- Organizer
  情報処理学会ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] 物体検出とセマンティックセグメンテーションによる車道上に限定した未知物体検出手法の提案2021
- Author(s)
  別宮広朗河崎隆文中澤仁
- Organizer
  情報処理学会ユビキタスコンピューティングシステム研究会
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] 償却推論にもとづいた継続学習2020
- Author(s)
  川島寛乃, 河野慎, 熊谷亘, 松井考太, 中澤仁
- Organizer
  人工知能学会第34回全国大会(2020)
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] 周波数空間を利用した解像度不変の画像修復2020
- Author(s)
  谷村朋樹 , 福原吉博 , 森島繁生 , 片岡裕雄 , 中澤仁
- Organizer
  電子情報通信学会第23回画像の認識・理解シンポジウム（MIRU2020）
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] CiCADA: 継続的なドメイン適応のための条件付き敵対的学習2019
- Author(s)
  山田佑谷村朋中澤仁
- Organizer
  第22回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] Neural Processによる意味的整合性を考慮した文書生成2019
- Author(s)
  川島寛河野慎松井考熊谷亘中澤仁
- Organizer
  第22回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19H04099
[Presentation] A Description Language for Universal Understandings of Heterogeneous Services in Pervasive Computing2010
- Author(s)
  Jin Nakazawa
- Organizer
  IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC 2010)
- Place of Presentation
  Newport Beach, California, USA
- Year and Date
  2010-06-08
- Data Source
  KAKENHI-PROJECT-20700070
[Presentation] Achieving Universal Understanding of Heterogeneous Ubiquitous Services2009
- Author(s)
  Jin Nakazawa
- Organizer
  The 2nd Asia-Europe Workshop on Ubiquitous Computing 2009 (AEWUC'09)
- Place of Presentation
  Laforet Shuzenji, Shuzenji, Shizuoka, Japan
- Data Source
  KAKENHI-PROJECT-20700070
[Presentation] Bridging Sensor Networks and the Internet on Cellular Phones2009
- Author(s)
  Jin Nakazawa
- Organizer
  Sixth International Conference on Networked Sensing Systems
- Place of Presentation
  Carnegie Mellon University, Pittsburgh, USA
- Data Source
  KAKENHI-PROJECT-20700070
[Presentation] Smart Paddy : Applying Ubiquitous Systems for Rice Cropping2008
- Author(s)
  Jin Nakazawa
- Organizer
  Asian European Workshop on Ubiquitous Computing
- Place of Presentation
  フィンランドオウル市
- Year and Date
  2008-08-01
- Data Source
  KAKENHI-PROJECT-20700070
[Presentation] Smart Paddy : Applying Ubiquitous Systems for Rice Cropping2008
- Author(s)
  Jin Nakazawa
- Organizer
  Asian European Workshop on Ubiquitous Computing
- Place of Presentation
  フィンランド
- Data Source
  KAKENHI-PROJECT-20700070

1. 宮前泰恵 (20466410)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
2. 須山敬之 (80396134)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. Komatsu Hiroko (60158300)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 小松康宏 (60195849)

# of Collaborated Projects: 1 results

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5. 矢ヶ崎香 (80459247)

# of Collaborated Projects: 1 results

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6. 山口拓洋 (50313101)

# of Collaborated Projects: 1 results

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7. 住谷昌彦 (80420420)

# of Collaborated Projects: 1 results

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8. 辻哲也 (90245639)

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9. 武林亨 (30265780)

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10. 神田清子 (40134291)

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Nakazawa Jin 中澤 仁

NAKAZAWA Jin 中澤 仁

Research Projects

Research Products

Co-Researchers

AI-QoS: 深層学習モデルのQoS適応的駆動基盤技術Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Research and development of autonomous distributed co-evolutionary AI infrastructure technology based on dynamic coordination between cloud-side and edge-side devicesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a Safe and Reliable Care Network for Cancer Survivors

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A Mechanism to Guarantee Minimum Data Recording Time for Tiny Embedded Nodes Based on the Amount of Energy and StoragePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] A stable and efficient dynamic ensemble method for pothole detection2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Detecting Potholes from Dashboard Camera Images Using Ensemble of Classification Mechanisms2023

Author(s)

Journal Title

Data Source

[Journal Article] 深層学習を用いた画像分類の継続学習におけるクラス難易度を考慮し た容量制御2023

Author(s)

Journal Title

Data Source

[Journal Article] DeepCounter:深層学習を用いた細粒度なゴミ排出量データ収集手法定2020

Author(s)

Journal Title

Data Source

[Journal Article] マルチセンサ環境と携帯電話の協調技術に関する検討2009

Author(s)

Journal Title

NAID

Data Source

[Journal Article] マルチセンサ環境と携帯電話の協調技術に関する検討2009

Author(s)

Journal Title

NAID

Data Source

[Presentation] 一般物体検出とLSTMを用いた画像に基づく屋内位置推定2024

Author(s)

Organizer

Data Source

[Presentation] Demo: FaST Compiler: Optimizing Web Front-end UI Building by Integrating Compilers and Visible Anchors2024

Author(s)

Organizer

Data Source

[Presentation] Poster: Class-Balanced Exemplar Memory Selection for Class-Incremental Semantic Segmentation2024

Author(s)

Organizer

Data Source

[Presentation] Poster: Feature-adaptive Re-MAML optimised for the input data set2024

Author(s)

Organizer

Data Source

[Presentation] Demo: MeowSorter: Identifying Stray and Pet Cats Through Facial Features2024

Author(s)

Organizer

Data Source

[Presentation] 三段階に分かったテキストベースの人物識別2024

Author(s)

Organizer

Data Source

Nakazawa Jin 中澤仁

NAKAZAWA Jin 中澤仁

[Journal Article] 深層学習を用いた画像分類の継続学習におけるクラス難易度を考慮した容量制御2023