Research
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年
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Portfolio optimization using deep learning with risk aversion utility function
Kenji Kubo, Kei Nakagawa
Finance Research Letters, Vol. 74, 106761, June 2025
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Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective
Rui Yang, Boming Yang, Xinjie Zhao, Fan Gao, Aosong Feng, Sixun Ouyang, Moritz Blum, Tianwei She, Yuang Jiang, Freddy Lecue, Jinghui Lu, Irene Li
Proceedings of the ACM Web Conference (WWW 2025), NLP4KGC Workshop, May 2025
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Middleware-Transparent Callback Enforcement in Commoditized Component-Oriented Real-Time Systems
Takahiro Ishikawa-Aso, Atsushi Yano, Takuya Azumi, Shinpei Kato
Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2025), May 2025
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Lightweight and assembly-friendly single-sided permanent magnet array design based on Inward-Outward (IO) ring units
Junqi Yang, Ruian Qin, Yifeng Jiang, Zhongchao Zhou, Anieyrudh R, Shao Ying Huang, Wenwei Yu
Proceedings of the International Society for Magnetic Resonance in Medicine Annual Meeting (ISMRM 2025), May 2025
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Stepwise hard constraint-biased Physics-informed Neural Networks for accurate Magnetic Resonance Electrical Properties Tomography (MREPT)
Ruian Qin, Junqi Yang, Zhongchao Zhou, Jose Gomez-Tames, Shaoying Huang, Wenwei Yu
Proceedings of the International Society for Magnetic Resonance in Medicine Annual Meeting (ISMRM 2025), May 2025
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Prediction and validation of parameters of multi-axis soil remediation equipment based on machine learning algorithms
Zhipeng Wang, Yuhang Jiang, Yaonan Zhu, Feng Ma, Youzhao Wang, Chaoyue Zhao, Xu Li, Tong Zhu
Particuology, Vol. 98, pp. 41-55, May 2025
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Rethinking Domain-Specific Pre-Training by Supervised or Self-Supervised Learning for Chest Radiograph Classification: A Comparative Study Against ImageNet Counterparts in Cold-Start Active Learning
Han Yuan, Mingcheng Zhu, Rui Yang, Han Liu, Irene Li, Chuan Hong
Health Care Science, Vol. 4, No. 2, pp. 110-143, April 2025
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Prediction and Calibration of Black Soil Modeling Parameters Based on Response Surface Methodology and Machine Learning Algorithms
Zhipeng Wang, Feng Ma, Yaonan Zhu, Hongyan Wang, Tong Zhu, Youzhao Wang, Chaoyue Zhao, Jin Yu
Particulate Science and Technology, Vol. 43, No. 4, pp. 534-545, April 2025
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Development of Polyimides with Low Dielectric Loss Tangent by Incorporating Polysiloxanes with Phenyl Side Groups
Riku Takahashi, Ririka Sawada, Kan Hatakeyama-Sato, Yuta Nabae, Shinji Ando, Teruaki Hayakawa
Macromolecular Rapid Communications, April 2025
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Improved Availability of Mobile Network Teleoperation by Employing a Video Conferencing Application with Audio-Embedded Commands
Sho Hatano, Yaonan Zhu, Tadayoshi Aoyama, Yasuhisa Hasegawa
IEEE Robotics and Automation Letters (RA-L), Vol. 10, No. 4, pp. 3502-3509, April 2025