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Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning 期刊论文
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:  Liu, Jing-Jing;  Yao, Jie-Peng;  Liu, Jin-Hang;  Wang, Zhong-Yi;  Huang, Lan
收藏  |  浏览/下载:11/0  |  提交时间:2024/03/27
Missing time series data  Small samples  Imputation  Classification  Gradient penalized adversarial Multitasking  
Incremental Audio-Visual Fusion for Person Recognition in Earthquake Scene 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 19
作者:  You, Sisi;  Zuo, Yukun;  Yao, Hantao;  Xu, Changsheng
收藏  |  浏览/下载:56/0  |  提交时间:2023/12/21
Cross-modal audio-visual fusion  incremental learning  person recognition  elastic weight consolidation  feature replay  
Knowledge enhanced ensemble method for remaining useful life prediction under variable working conditions 期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 242, 页码: 13
作者:  Li, Yuan;  Li, Jingwei;  Wang, Huanjie;  Liu, Chengbao;  Tan, Jie
收藏  |  浏览/下载:31/0  |  提交时间:2024/02/22
Remaining useful life  Ensemble learning  Attention mechanism  Convolutional neural network  Transfer learning  
Fusion Networks of CNN and Transformer with Channel Attention for Accurate Tumor Imaging in Magnetic Particle Imaging 期刊论文
BIOLOGY-BASEL, 2024, 卷号: 13, 期号: 1, 页码: 17
作者:  Shang, Yaxin;  Liu, Jie;  Wang, Yueqi;  Bertrand, Helene
收藏  |  浏览/下载:10/0  |  提交时间:2024/03/26
magnetic particle imaging  convolutional neural network  transformer  tumor imaging  accurate quantification  
Convolutional Neural Network-Based Method for Agriculture Plot Segmentation in Remote Sensing Images 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 2, 页码: 22
作者:  Qi, Liang;  Zuo, Danfeng;  Wang, Yirong;  Tao, Ye;  Tang, Runkang;  Shi, Jiayu;  Gong, Jiajun;  Li, Bangyu
收藏  |  浏览/下载:22/0  |  提交时间:2024/03/26
plot segmentation  convolutional neural networks  remote sensing images  TransUNet  
模糊认知图学习算法及应用综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 450-474
作者:  刘晓倩;  张英俊;  秦家虎;  李卓凡;  梁伟玲;  李宗溪
Adobe PDF(7856Kb)  |  收藏  |  浏览/下载:14/6  |  提交时间:2024/04/10
模糊认知图  学习范式  因果推理  软计算  复杂系统建模  
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者:  Luigi D’Alfonso;  Francesco Giannini;  Giuseppe Franzè;  Giuseppe Fedele;  Francesco Pupo;  Giancarlo Fortino
Adobe PDF(7491Kb)  |  收藏  |  浏览/下载:197/125  |  提交时间:2024/01/02
Distributed model predictive control  distributed reinforcement learning  routing decisions  urban road networks  
基于深度置信网络的多模态过程故障评估方法及应用 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 89-102
作者:  张凯;  杨朋澄;  彭开香;  陈志文
Adobe PDF(3222Kb)  |  收藏  |  浏览/下载:25/9  |  提交时间:2024/04/12
多模态过程  故障等级评估  共性–个性特征  深度置信网络  带钢热连轧  
基于时序图推理的设备剩余使用寿命预测 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 76-88
作者:  刘雨蒙;  郑旭;  田玲;  王宏安
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载:31/14  |  提交时间:2024/04/12
剩余使用寿命  时序图推理  图神经网络  深度推理网络  
基于PCA和ICA模式融合的非高斯特征检测识别 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 169-180
作者:  葛泉波;  程惠茹;  张明川;  郑瑞娟;  朱军龙;  吴庆涛
Adobe PDF(7098Kb)  |  收藏  |  浏览/下载:22/12  |  提交时间:2024/04/12
主成分分析  混合核函数  灰狼优化算法  高维降维  非高斯