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灰狼与郊狼混合优化算法及其聚类优化 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 11, 页码: 2757-2776
作者:  张新明;  姜云;  刘尚旺;  刘国奇;  窦智;  刘艳
Adobe PDF(1675Kb)  |  收藏  |  浏览/下载：36/18  |  提交时间：2024/05/20
优化算法  灰狼优化算法  郊狼优化算法  混合算法  聚类优化  
Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
作者:  Kai-Yuan Liu;  Xing-Yu Li;  Yu-Rui Lai;  Hang Su;  Jia-Chen Wang;  Chun-Xu Guo;  Hong Xie;  Ji-Song Guan;  Yi Zhou
Adobe PDF(3203Kb)  |  收藏  |  浏览/下载：41/7  |  提交时间：2024/04/23
Brain-inspired learning  autoencoder  robustness  adversarial attack  generative model  
TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 227-246
作者:  Xiao-Yu Zhang;  Hai-Chao Shi;  Chang-Sheng Li;  Li-Xin Duan
Adobe PDF(3616Kb)  |  收藏  |  浏览/下载：36/9  |  提交时间：2024/04/23
Knowledge transfer  weakly supervised learning  self-attention mechanism  representation learning  action localization  
Paradigm Shift in Natural Language Processing 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 169-183
作者:  Tian-Xiang Sun;  Xiang-Yang Liu;  Xi-Peng Qiu;  Xuan-Jing Huang
Adobe PDF(1449Kb)  |  收藏  |  浏览/下载：47/12  |  提交时间：2024/04/23
Face detection  global context  attention mechanism  computer vision  deep learning  
Probability Enhanced Entropy (PEE) Novel Feature for Improved Bird Sound Classification 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 52-62
作者:  Ramashini Murugaiya;  Pg Emeroylariffion Abas;  Liyanage Chandratilak De Silva
Adobe PDF(1168Kb)  |  收藏  |  浏览/下载：28/11  |  提交时间：2024/04/23
Bird sounds  classification  Gammatone frequency cepstral coefficient (GTCC)  probability enhanced entropy (PEE)  support vector machine (SVM)  
Integrated Inspection of QoM, QoP, and QoS for AOI Industries in Metaverses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2071-2078
作者:  Yutong Wang;  Yonglin Tian;  Jiangong Wang;  Yansong Cao;  Shixing Li;  Bin Tian
Adobe PDF(1477Kb)  |  收藏  |  浏览/下载：257/100  |  提交时间：2022/12/02
Automated Optical Inspection  Metaverses  Quality Inspection  Transformers  
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：221/47  |  提交时间：2022/10/09
Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
Efficient Exploration for Multi-Agent Reinforcement Learning via Transferable Successor Features 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1673-1686
作者:  Wenzhang Liu;  Lu Dong;  Dan Niu;  Changyin Sun
Adobe PDF(5554Kb)  |  收藏  |  浏览/下载：175/75  |  提交时间：2022/08/19
Knowledge transfer  multi-agent systems  reinforcement learning  successor features  
A PD-Type State-Dependent Riccati Equation With Iterative Learning Augmentation for Mechanical Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1499-1511
作者:  Saeed Rafee Nekoo;  José Ángel Acosta;  Guillermo Heredia;  Anibal Ollero
Adobe PDF(2890Kb)  |  收藏  |  浏览/下载：319/98  |  提交时间：2022/08/01
Closed-loop  iterative learning control (ILC)  PD-type  SDRE  SDDRE  symmetric  
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
作者:  Shoufei Han;  Kun Zhu;  MengChu Zhou;  Xiaojing Liu;  Haoyue Liu;  Yusuf Al-Turki;  Abdullah Abusorrah
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：353/90  |  提交时间：2022/08/01
Adaptive strategy  fireworks algorithm  multimodal multiobjective optimization problems (MMOP)