Machine Intelligence Research
MIR 2025年第一期已于2月正式出版，13篇最新好文免费下载，欢迎阅读！
卷首语
Editorial
Tieniu Tan
https://link.springer.com/article/10.1007/s11633-024-1540-2
https://www.mi-research.net/article/doi/10.1007/s11633-024-1540-2
综述
Key Technologies for Machine Vision for Picking Robots: Review and Benchmarking
Xu Xiao, Yiming Jiang, Yaonan Wang
https://link.springer.com/article/10.1007/s11633-024-1517-1
https://www.mi-research.net/article/doi/10.1007/s11633-024-1517-1
综述
Counterfactual Learning on Graphs: A Survey
Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal, Hui Liu, Suhang Wang
https://link.springer.com/article/10.1007/s11633-024-1519-z
https://www.mi-research.net/article/doi/10.1007/s11633-024-1519-z
综述
A Comprehensive Survey of Few-shot Information Networks
Xinxin Zheng, Feihu Che, Jianhua Tao
https://link.springer.com/article/10.1007/s11633-023-1470-4
https://www.mi-research.net/article/doi/10.1007/s11633-023-1470-4
研究论文
Target Search and Navigation in Heterogeneous Robot Systems with Deep Reinforcement Learning
Yun Chen, Jiaping Xiao
https://link.springer.com/article/10.1007/s11633-024-1512-6
https://www.mi-research.net/article/doi/10.1007/s11633-024-1512-6
研究论文
Unveiling the Hidden Interactions Among Features: A Heterogeneous Graph Approach for Personality Prediction
Yuxuan Song, Yilin Wu, Qiudan Li, Liping Chen, Daniel Zeng
https://link.springer.com/article/10.1007/s11633-024-1495-3
https://www.mi-research.net/article/doi/10.1007/s11633-024-1495-3
研究论文
Edge-aware Feature Aggregation Network for Polyp Segmentation
Tao Zhou, Yizhe Zhang, Geng Chen, Yi Zhou, Ye Wu, Deng-Ping Fan
https://link.springer.com/article/10.1007/s11633-023-1479-8
https://www.mi-research.net/article/doi/10.1007/s11633-023-1479-8
研究论文
End-to-end Identification of Autoregressive with Exogenous Input (ARX) Models Using Neural Networks
Aoxiang Dong, Andrew Starr, Yifan Zhao
https://link.springer.com/article/10.1007/s11633-024-1523-3
https://www.mi-research.net/article/doi/10.1007/s11633-024-1523-3
研究论文
Improving Multi-task GNNs for Molecular Property Prediction via Missing Label Imputation
Fenyu Hu, Dingshuo Chen, Qiang Liu, Shu Wu
https://link.springer.com/article/10.1007/s11633-023-1443-7
https://www.mi-research.net/article/doi/10.1007/s11633-023-1443-7
研究论文
General Automatic Solution Generation for Social Problems
Tong Niu, Haoyu Huang, Yu Du, Weihao Zhang, Luping Shi, Rong Zhao
https://link.springer.com/article/10.1007/s11633-024-1496-2
https://www.mi-research.net/article/doi/10.1007/s11633-024-1496-2
研究论文
Prioritization Hindsight Experience Based on Spatial Position Attention for Robots
Ye Yuan, Yu Sha, Feixiang Sun, Haofan Lu, Shuiping Gou, Jie Luo
https://link.springer.com/article/10.1007/s11633-023-1467-z
https://www.mi-research.net/article/doi/10.1007/s11633-023-1467-z
研究论文
Neural Network Based on Inter-layer Perturbation Strategy for Text Classification
Nai Zhou, Nianmin Yao, Qibin Li
https://link.springer.com/article/10.1007/s11633-024-1490-8
https://www.mi-research.net/article/doi/10.1007/s11633-024-1490-8
研究论文
Adaptive VDI Session Placement via User Logoff Prediction
Wenping Fan, Puhui Meng, Yu Tian, Min-Ling Zhang, Yao Zhang
https://link.springer.com/article/10.1007/s11633-023-1468-y
https://www.mi-research.net/article/doi/10.1007/s11633-023-1468-y
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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。
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