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| Explainable Neural Network for Sensitivity Analysis of Lithium-ion Battery Smart Production 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1944-1953
作者: Kailong Liu; Qiao Peng; Yuhang Liu; Naxin Cui; Chenghui Zhang
 Adobe PDF(4200Kb) |  收藏 | 浏览/下载：4/3 | 提交时间：2024/08/09
Battery management battery manufacturing data science explainable artificial intelligence sensitivity analysis |
| Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者: Sheng Qi; Rui Wang ; Tao Zhang; Weixiong Huang; Fan Yu; Ling Wang
Adobe PDF(2019Kb) | 收藏 | 浏览/下载：23/13 | 提交时间：2024/07/16
Evolutionary algorithms pattern mining sparse large-scale multi-objective problems (SLMOPs) sparse large-scale optimization |
| A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
作者: Xiaofeng Yuan; Weiwei Xu; Yalin Wang; Chunhua Yang; Weihua Gui
Adobe PDF(1400Kb) | 收藏 | 浏览/下载：26/11 | 提交时间：2024/07/16
Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |
| Interpolated Bumpless Transfer Control for Asynchronously Switched Linear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1579-1590
作者: Shengao Lu; Tong Wu; Lixian Zhang; Jianan Yang; Ye Liang
Adobe PDF(2718Kb) | 收藏 | 浏览/下载：44/16 | 提交时间：2024/06/07
Asynchronous switching bumpless transfer H∞ control switched systems |
| A Novel Prescribed-Performance Path-Following Problem for Non-Holonomic Vehicle 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1476-1484
作者: Zirui Chen; Jingchuan Tang; Zongyu Zuo
Adobe PDF(2243Kb) | 收藏 | 浏览/下载：25/10 | 提交时间：2024/05/22
Guiding vector field non-holonomic vehicle path following prescribed performance sliding mode control |
| Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1458-1475
作者: Jing Liang; Hongyu Lin; Caitong Yue; Ponnuthurai Nagaratnam Suganthan; Yaonan Wang
Adobe PDF(2268Kb) | 收藏 | 浏览/下载：64/26 | 提交时间：2024/05/22
Benchmark functions diversity measure evolutionary algorithms multimodal multiobjective optimization |
| A Non-Parametric Scheme for Identifying Data Characteristic Based on Curve Similarity Matching 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1424-1437
作者: Quanbo Ge; Yang Cheng; Hong Li; Ziyi Ye; Yi Zhu; Gang Yao
Adobe PDF(2544Kb) | 收藏 | 浏览/下载：66/18 | 提交时间：2024/05/22
Curve similarity matching Gaussian-like noise non-parametric scheme parzen window |
| The Journey/DAO/TAO of Embodied Intelligence: From Large Models to Foundation Intelligence and Parallel Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1313-1316
作者: Tianyu Shen; Jinlin Sun; Shihan Kong; Yutong Wang; Juanjuan Li; Xuan Li; Fei-Yue Wang
Adobe PDF(682Kb) | 收藏 | 浏览/下载：73/29 | 提交时间：2024/05/22
Artificial intelligence Chatbots Autonomous systems Intelligent systems Robots Digital humans Robot kinematics Learning (artificial intelligence) Biological system modeling Computational modeling Human-robot interaction Complex systems Deep learning Reinforcement learning Large language models |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126
作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
Adobe PDF(12695Kb) | 收藏 | 浏览/下载：72/11 | 提交时间：2024/04/10
Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
Adobe PDF(2100Kb) | 收藏 | 浏览/下载：65/15 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
