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研究業績
2024年度
主な論文・著書・特許等
- D.V. Nguyen, C. Flavio, S. Ito, K. Zettsu: Data Space Handling Functions for Multi-Stakeholder Digital Twin Interaction and Smart City Applications, The 5th Germany-Japan Beyond 5G/6G Research Workshop, Sendai, Miyagi, Japan (January 2025).
- W. Gan, M.S. Dao, K. Zettsu: Smart Driving Assistance with Real-time Risk Assessment and Personalized Driving Coaching to Enhance Road Safety, The 31th International Conference on MultiMedia Modeling — MMM 2025, Nara, Japan, Vol.15524, pp.210-217 (January 2025).
- M.S. Dao, K. Zettsu, D.T. Hoang: Spatial-temporal Graph Transformer Network for Spatial-temporal Forecasting, IEEE Big Data, Washington D.C. , USA, pp.1276-1281 (December 2024).
- H.Q. Nguyen-Son, M.S. Dao, K. Zettsu: SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation, EMNLP The Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA, pp.22340-22352 (November 2024).
- W. Gan, M.S.Dao, K.Zettsu: DriveCoach:Smart Driving Assistance with Multimodal Risk Prediction and Risk Adaptive Behavior Recommendation, ACM MM, Melbourne, Australia (October 2024). 最優秀産業デモ賞
- 是津 耕司: データ連携AI による運転リスクの予測分析, 東京農工大学スマートモビリティ拠点シンポジウム2024, 東京農工大学 (2024年9月).
- 是津 耕司: デジタルツインを活用したスマートシティ, スマートシティ・インスティテュート (2024年8月).
- D.V. Nguyen, M.S. Dao, K. Zettsu: Digital Twin Orchestration: Framework and Smart City Applications, AI4DTCP@IJCAI 2024, The Second Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with IJCAI 2024, International Convention Center Jeju (ICC Jeju), Jeju Island, South Korea, Vol.3807 (August 2024).
- A.K. Tran, M.S. Dao, D.V. Nguyen, K. Zettsu: Clustering-Enhanced Reinforcement Learning for Adaptive Offloading in Resource-Constrained Devices, SMARTCOMP 2024, OSAKA INTERNATIONAL CONVENTION CENTER, pp.133-140 (July 2024).
- S. Ito, K. Zettsu: Enhancing Smart Service Development: Embedding Image Recognition Capabilities within the xDataAPI, ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Dusit Thani Laguna, Thailand (June 2024).
- M.S. Dao, K. Zettsu: Near-Miss Accident Prediction on the Edge: A Real-Time System for Safer Driving, The 14th International Conference on Multimedia Retrieval (ICMR 2024), Pukhet, Thailand, pp.1165-1169 (June 2024).
- D.T.D. Nguyen, S.A. Khan, M. Riegler, P. Halvorsen, A.D. Tran, M.S. Dao, M.T. Tran: Overview of the Grand Challenge on Detecting Cheapfakes at ACM ICMR 2024, ICMR 2024, Pukhet, Thailand (June 2024).
- M.S. Dao, M. Riegler, D.T.D. Nguyen, H.N. Tran, U.K. Rage, T. Komamizu: ICDAR 24: Intelligent Cross-Data Analysis and Retrieval, ICMR 2024, Pukhet, Thailand (June 2024).
- M. Nakahara, A. Kubota, K. Sugiyama, K. Zettsu, H. Imanaka: Clarification of the interoperability between metaverse with digital twins for cyber physical security use case, ITU Focus Group on metaverse (FG-MV) (May 2024).
- K. Zettsu, H. Imanaka: D5.3: Proposed descriptions of the reference points RI-6 and RE-6 for digital twin interoperability, ITU Focus Group on metaverse (FG-MV) (May 2024).
- K. Zettsu, H. Imanaka: D5.3: Proposed editorial modifications on sub-clause 7.6, digital twin interoperability functional component, of D5.3, ITU Focus Group on metaverse (FG-MV), Online (April 2024).
- K. Zettsu, M. Nakahara, A. Kubota, K. Sugiyama, H. Imanaka: D5.3: Proposals on use cases of interoperability between metaverses with digital twins, ITU Focus Group on metaverse (FG-MV), Online (April 2024).
主なメディア・新聞報道等
- 日経新聞(朝刊5面、Web)に総務省委託研究開発「安全なデータ連携による最適化AI技術の研究開発」での取組が掲載:「ニッチ分野の専門AI、官民で開発 運転支援や避難情報」 (2024年12月16日).
- 電波タイムズ(1面)に掲載: 「マルチモーダルAIとリスク適応行動推薦によるスマート運転支援」(NICTオープンハウス2024技術展示AI08 (2024年7月10日).