MIR第五期已于10月正式出版，12篇最新好文免费下载，欢迎阅读！
综述 · Review
A Survey on Personalized Content Synthesis with Diffusion Models
Xulu Zhang, Xiaoyong Wei, Wentao Hu, Jinlin Wu, Jiaxin Wu, Wengyu Zhang, Zhaoxiang Zhang, Zhen Lei, Qing Li
https://link.springer.com/article/10.1007/s11633-025-1563-3
https://www.mi-research.net/article/doi/10.1007/s11633-025-1563-3
综述 · Review
Anomaly Detection Based on Isolation Mechanisms: A Survey
Yang Cao, Haolong Xiang, Hang Zhang, Ye Zhu, Kai Ming Ting
https://link.springer.com/article/10.1007/s11633-025-1554-4
https://www.mi-research.net/article/doi/10.1007/s11633-025-1554-4
观点 · Perspective
Enabling Neuroprostheses via Machine Learning
Qi Chen, Peng Lin, Zhenhang Yu, Gang Pan
https://link.springer.com/article/10.1007/s11633-025-1571-3
https://www.mi-research.net/article/doi/10.1007/s11633-025-1571-3
研究论文
Multimodal Learning-based Prediction for Nonalcoholic Fatty Liver Disease
Yaran Chen, Xueyu Chen, Yu Han, Haoran Li, Dongbin Zhao, Jingzhong Li, Xu Wang, Yong Zhou
https://link.springer.com/article/10.1007/s11633-024-1506-4
https://www.mi-research.net/article/doi/10.1007/s11633-024-1506-4
研究论文
Exploring Salient Embeddings for Gait Recognition
Jiacong Hu, Kun Liu, Yuheng Peng, Ming Zeng, Wenxiong Kang
https://link.springer.com/article/10.1007/s11633-025-1545-5
https://www.mi-research.net/article/doi/10.1007/s11633-025-1545-5
研究论文
RULER: Source-free Domain Adaptive Person Re-identification via Uncertain Label Refinery
Aihua Zheng, Zhihao Fei, Yuhe Ding, Chenglong Li, Bin Luo
https://link.springer.com/article/10.1007/s11633-025-1543-7
https://www.mi-research.net/article/doi/10.1007/s11633-025-1543-7
研究论文
Prompting Large Language Models for Automatic Question Tagging
Nuojia Xu, Dizhan Xue, Shengsheng Qian, Quan Fang, Jun Hu
https://link.springer.com/article/10.1007/s11633-024-1509-1
https://www.mi-research.net/article/doi/10.1007/s11633-024-1509-1
研究论文
Enhancing Federated Reinforcement Learning: A Consensus-based Approach for Both Homogeneous and Heterogeneous Agents
Alessandro Giuseppi, Danilo Menegatti, Antonio Pietrabissa
https://link.springer.com/article/10.1007/s11633-025-1550-8
https://www.mi-research.net/article/doi/10.1007/s11633-025-1550-8
研究论文
Learning Knowledge Enhanced Text-image Feature Selection Network for Chest X-ray Image Classification
Xinyue Gao, Xixi Wang, Bo Jiang, Xiao Wang, Jin Tang, Chuanfu Li
https://link.springer.com/article/10.1007/s11633-024-1530-4
https://www.mi-research.net/article/doi/10.1007/s11633-024-1530-4
研究论文
LiDAR-camera Cooperative Semantic Segmentation
He Guan, Chunfeng Song, Zhaoxiang Zhang
https://link.springer.com/article/10.1007/s11633-024-1508-2
https://www.mi-research.net/article/doi/10.1007/s11633-024-1508-2
研究论文
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis
Zhihan Ju, Wanting Zhou, Longteng Kong, Yu Chen, Yi Li, Zhenan Sun, Caifeng Shan
https://link.springer.com/article/10.1007/s11633-024-1528-y
https://www.mi-research.net/article/doi/10.1007/s11633-024-1528-y
研究论文
Motion-guided Visual Tracking
Pengyu Zhang, Simiao Lai, Dong Wang, Huchuan Lu
https://link.springer.com/article/10.1007/s11633-023-1477-x
https://www.mi-research.net/article/doi/10.1007/s11633-023-1477-x
关于Machine Intelligence Research
Machine Intelligence Research（简称MIR，原刊名International Journal of Automation and Computing）由中国科学院自动化研究所主办，于2022年正式出版。MIR立足国内、面向全球，着眼于服务国家战略需求，刊发机器智能领域最新原创研究性论文、综述、评论等，全面报道国际机器智能领域的基础理论和前沿创新研究成果，促进国际学术交流与学科发展，服务国家人工智能科技进步。期刊入选"中国科技期刊卓越行动计划"，已被ESCI、EI、Scopus、中国科技核心期刊、CSCD等20余家国际数据库收录，入选图像图形领域期刊分级目录-T2级知名期刊。2022年首个CiteScore分值在计算机科学、工程、数学三大领域的八个子方向排名均跻身Q1区，最佳排名挺进Top 4%，2023年CiteScore分值继续跻身Q1区。2024年获得首个影响因子(IF) 6.4，位列人工智能及自动化&控制系统两个领域JCR Q1区；2025年发布的最新影响因子达8.7，继续跻身JCR Q1区，最佳排名进入全球第6名；2025年一举进入中科院期刊分区表计算机科学二区。
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