Machine Intelligence Research
MIR 2024年第六期已于12月正式出版，11篇最新好文免费下载，欢迎阅读！
综述
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability
Enyan Dai, Tianxiang Zhao, Huaisheng Zhu, Junjie Xu, Zhimeng Guo, Hui Liu, Jiliang Tang, Suhang Wang
https://link.springer.com/article/10.1007/s11633-024-1510-8
https://www.mi-research.net/article/doi/10.1007/s11633-024-1510-8
研究论文
Fully 1 × 1 Convolutional Network for Lightweight Image Super-resolution
Gang Wu, Junjun Jiang, Kui Jiang, Xianming Liu
https://link.springer.com/article/10.1007/s11633-024-1501-9
https://www.mi-research.net/article/doi/10.1007/s11633-024-1501-9
研究论文
Federated Collaborative Graph Neural Networks for Few-shot Graph Classification
Yu Xie, Yanfeng Liang, Chao Wen, A. K. Qin, Maoguo Gong
https://link.springer.com/article/10.1007/s11633-023-1463-3
https://www.mi-research.net/article/doi/10.1007/s11633-023-1463-3
研究论文
PlaneStereo: Plane-aware Multi-view Stereo
Haoyu Guo, Sida Peng, Ting Shen, Xiaowei Zhou
https://link.springer.com/article/10.1007/s11633-023-1446-4
https://www.mi-research.net/article/doi/10.1007/s11633-023-1446-4
研究论文
Federated Local Compact Representation Communication: Framework and Application
Zhengquan Luo, Yunlong Wang, Zilei Wang
https://link.springer.com/article/10.1007/s11633-023-1437-5
https://www.mi-research.net/article/doi/10.1007/s11633-023-1437-5
研究论文
Biometrics 2.0 for the Security of Smart Cities
Wei Jia, Zhecheng Zhang, Yang Zhao, Hai Min, Shujie Li
https://link.springer.com/article/10.1007/s11633-023-1444-6
https://www.mi-research.net/article/doi/10.1007/s11633-023-1444-6
研究论文
Hybrid CBAM-EfficientNetV2 Fire Image Recognition Method with Label Smoothing in Detecting Tiny Targets
Bo Wang, Guozhong Huang, Haoxuan Li, Xiaolong Chen, Lei Zhang, Xuehong Gao
https://link.springer.com/article/10.1007/s11633-023-1445-5
https://www.mi-research.net/article/doi/10.1007/s11633-023-1445-5
研究论文
Towards Jumping Skill Learning by Target-guided Policy Optimization for Quadruped Robots
Chi Zhang, Wei Zou, Ningbo Cheng, Shuomo Zhang
https://link.springer.com/article/10.1007/s11633-023-1429-5
https://www.mi-research.net/article/doi/10.1007/s11633-023-1429-5
研究论文
Advanced Histogram Equalization Based on a Hybrid Saliency Map and Novel Visual Prior
Yuanbin Wu, Shengkui Dai, Zhan Ma
https://link.springer.com/article/10.1007/s11633-023-1448-2
https://www.mi-research.net/article/doi/10.1007/s11633-023-1448-2
研究论文
Branch Convolution Quantization for Object Detection
Miao Li, Feng Zhang, Cuiting Zhang
https://link.springer.com/article/10.1007/s11633-023-1434-8
https://www.mi-research.net/article/doi/10.1007/s11633-023-1434-8
研究论文
Impact of Autotuned Fully Connected Layers on Performance of Self-supervised Models for Image Classification
Jaydeep Kishore, Snehasis Mukherjee
https://link.springer.com/article/10.1007/s11633-023-1435-7
https://www.mi-research.net/article/doi/10.1007/s11633-023-1435-7
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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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