Updated on 2026/01/21

写真a

 
ZETTSU Koji
 
Organization
Graduate School of Informatics Professor
Graduate School
Graduate School of Informatics
Undergraduate School
School of Informatics Department of Computer Science
Title
Professor
External link

Degree 1

  1. Doctor (Informatics) ( 2005.3   Kyoto University ) 

Research Interests 3

  1. 情報検索

  2. データベース

  3. AI

Research Areas 3

  1. Informatics / Intelligent informatics

  2. Informatics / Database science

  3. Informatics / Web and service informatics

Research History 2

  1. Nagoya University   Graduate School of Informatics   Professor

    2025.4

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  2. National Institute of Information and Communications Technology   Director General

    2018.4

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Professional Memberships 3

  1. 電子情報通信学会

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  2. 情報処理学会

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  3. ACM

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Papers 16

  1. Periodic-confidence: a null-invariant measure to discover partial periodic patterns in non-uniform temporal databases.

    Rage Uday Kiran, Vipul Chhabra, Saideep Chennupati, Krishna Reddy Polipalli, Minh-Son Dao, Koji Zettsu

    International Journal of Data Science and Analytics   Vol. 20 ( 2 ) page: 727 - 749   2025.8

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s41060-023-00462-0

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  2. Smart Driving Assistance with Real-Time Risk Assessment and Personalized Driving Coaching to Enhance Road Safety. Reviewed

    Wenbin Gan, Minh-Son Dao, Koji Zettsu

    MMM (5)     page: 210 - 217   2025

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1007/978-981-96-2074-6_24

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    Other Link: https://dblp.uni-trier.de/db/conf/mmm/mmm2025-5.html#GanDZ25

  3. TOU: A Truncated-factorized reduction for a lightweight fine-tuning method. Open Access

    Phuong Thi Mai Nguyen, Koji Zettsu

    Proceedings of the 6th Workshop on Intelligent Cross-Data Analysis and Retrieval(ICDAR@ICMR)     page: 38 - 45   2025

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    Publishing type:Research paper (international conference proceedings)   Publisher:ACM  

    DOI: 10.1145/3733566.3734432

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    Other Link: https://dblp.uni-trier.de/db/conf/icdar2/icdar2025.html#NguyenZ25

  4. Simulated Insight, Real-World Impact: Enhancing Driving Safety with CARLA-Simulated Personalized Lessons and Eye-Tracking Risk Coaching. Open Access

    Wenbin Gan, Minh-Son Dao, Koji Zettsu

    ICMI     page: 769 - 771   2025

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1145/3716553.3757087

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    Other Link: https://dblp.uni-trier.de/db/conf/icmi/icmi2025.html#GanDZ25

  5. FSBridge: Bridging Federated and Split Learning for Next-Generation Edge AI.

    Tran Anh Khoa, Minh-Son Dao, Koji Zettsu

    IJCNN     page: 1 - 8   2025

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/IJCNN64981.2025.11229149

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    Other Link: https://dblp.uni-trier.de/db/conf/ijcnn/ijcnn2025.html#KhoaDZ25

  6. Efficient Federated Split Learning on Android Smartphones via Adaptive Offloading Point Mechanism. Open Access

    Pham Duy Thanh, Koji Zettsu

    Proceedings of the 6th Workshop on Intelligent Cross-Data Analysis and Retrieval(ICDAR@ICMR)     page: 20 - 26   2025

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    Publishing type:Research paper (international conference proceedings)   Publisher:ACM  

    DOI: 10.1145/3733566.3734434

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    Other Link: https://dblp.uni-trier.de/db/conf/icdar2/icdar2025.html#ThanhZ25

  7. Bridging Video and Symbols: A Hybrid AI for Edge Traffic-Risk Reasoning. Open Access

    Minh-Son Dao, Phuong Thi Mai Nguyen, Swe Nwe Nwe Htun, Koji Zettsu

    ICMI Companion     page: 48 - 52   2025

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1145/3747327.3763041

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    Other Link: https://dblp.uni-trier.de/db/conf/icmi/icmi2025c.html#DaoNHZ25

  8. A Novel Depth-First Search Algorithm for Partial Periodic-Frequent Pattern Mining in Temporal Databases. Open Access

    Pamalla Veena, Vanitha Kattumuri, Yutaka Watanobe, Rage Uday Kiran, So Nakamura, Palla Likhitha, Koji Zettsu

    IEEE Access   Vol. 13   page: 109840 - 109853   2025

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1109/ACCESS.2025.3581769

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  9. 3P-ECLAT: mining partial periodic patterns in columnar temporal databases. Reviewed

    Pamalla Veena, Rage Uday Kiran, Penugonda Ravikumar, Likhitha Palla, Yutaka Watanobe, Sadanori Ito, Koji Zettsu, Masashi Toyoda, Bathala Venus Vikranth Raj

    Applied Intelligence   Vol. 54 ( 11-12 ) page: 657 - 679   2024.1

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s10489-023-05172-5

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  10. Clustering-Enhanced Reinforcement Learning for Adaptive Offloading in Resource-Constrained Devices. Reviewed

    Tran Anh Khoa, Minh-Son Dao, Do-Van Nguyen, Koji Zettsu

    IEEE International Conference on Smart Computing(SMARTCOMP)     page: 133 - 140   2024

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/SMARTCOMP61445.2024.00039

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    Other Link: https://dblp.uni-trier.de/db/conf/smartcomp/smartcomp2024.html#KhoaDNZ24

  11. Spatial-temporal Graph Transformer Network for Spatial-temporal Forecasting. Reviewed

    Minh-Son Dao, Koji Zettsu, Duy-Tang Hoang

    IEEE Big Data     page: 1276 - 1281   2024

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/BigData62323.2024.10825469

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    Other Link: https://dblp.uni-trier.de/db/conf/bigdataconf/bigdataconf2024.html#DaoZH24

  12. SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation. Reviewed

    Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu

    Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing(EMNLP)     page: 22340 - 22352   2024

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    Publishing type:Research paper (international conference proceedings)   Publisher:Association for Computational Linguistics  

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    Other Link: https://dblp.uni-trier.de/rec/conf/emnlp/2024

  13. Near-Miss Accident Prediction on the Edge: A Real-Time System for Safer Driving. Reviewed

    Minh-Son Dao, Koji Zettsu

    Proceedings of the 2024 International Conference on Multimedia Retrieval(ICMR)     page: 1165 - 1169   2024

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    Publishing type:Research paper (international conference proceedings)   Publisher:ACM  

    DOI: 10.1145/3652583.3657623

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    Other Link: https://dblp.uni-trier.de/db/conf/mir/icmr2024.html#DaoZ24

  14. Enhancing Smart Service Development: Embedding Image Recognition Capabilities within the xDataAPI. Reviewed

    Sadanori Ito, Koji Zettsu

    The Fifth Workshop on Intelligent Cross-Data Analysis and Retrieval(ICDAR@ICMR)     page: 5 - 10   2024

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    Publishing type:Research paper (international conference proceedings)   Publisher:ACM  

    DOI: 10.1145/3643488.3660296

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    Other Link: https://dblp.uni-trier.de/rec/conf/icdar2/2024

  15. Drive-CLIP: Cross-Modal Contrastive Safety-Critical Driving Scenario Representation Learning and Zero-Shot Driving Risk Analysis. Reviewed

    Wenbin Gan, Minh-Son Dao, Koji Zettsu

    MultiMedia Modeling - 30th International Conference     page: 82 - 97   2024

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    Publishing type:Research paper (international conference proceedings)   Publisher:Springer  

    DOI: 10.1007/978-3-031-53308-2_7

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    Other Link: https://dblp.uni-trier.de/db/conf/mmm/mmm2024-2.html#GanDZ24

  16. Digital Twin Orchestration: Framework and Smart City Applications. Reviewed

    Do-Van Nguyen, Minh-Son Dao, Koji Zettsu

    The Second Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)(AI4DT&CP@IJCAI)     page: 21 - 40   2024

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    Publishing type:Research paper (international conference proceedings)   Publisher:CEUR-WS.org  

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    Other Link: https://dblp.uni-trier.de/rec/conf/ai4dt/2024

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MISC 2

  1. 特集「2025年度人工知能学会全国大会(第39回)」KS-32「ドメイン特化生成AI の共創・協調に向けて」

    是津 耕司, 黒川 茂莉

    人工知能   Vol. 40 ( 6 ) page: 895 - 895   2025.11

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    Language:Japanese   Publishing type:Meeting report  

    DOI: 10.11517/jjsai.40.6_890

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  2. オーケストレータによるデジタルツイン連携の設計と実装—Design and Implementation of Orchestrator for Digital Twins—Society 5.0の実現に向けて Beyond 5G研究特集 ; Beyond 5Gに向けた概念実証(Proof of Concept)

    是津 耕司

    情報通信研究機構研究報告 / 情報通信研究機構広報部 編   Vol. 70 ( 1 ) page: 95 - 101   2024

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    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (bulletin of university, research institution)   Publisher:小金井 : 情報通信研究機構  

    CiNii Research

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I033783184

KAKENHI (Grants-in-Aid for Scientific Research) 2

  1. 安全なデータ連携による最適化AI技術の研究開発

    Grant number:23811358  2023.4 - 2026.3

    総務省  情報通信技術の研究開発 

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    Authorship:Coinvestigator(s) 

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  2. AI基盤モデル循環進化フレームワークの研究

    Grant number:25K15256  2025.4 - 2028.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    是津 耕司

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Industrial property rights 1

  1. 警告信号生成装置、警告信号生成方法、および、プログラム

    ダオ ミン ソン, プラダナ ムハマド ヒルミル ムクタ アディチャ, 是津 耕司

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    Applicant:国立研究開発法人情報通信研究機構

    Application no:特願2022-149761  Date applied:2022.9

    Announcement no:特開2024-044308  Date announced:2024.4

    J-GLOBAL

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