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| A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357 作者: Sheng Qi; Rui Wang; Tao Zhang; Xu Yang ; Ruiqing Sun; Ling Wang
Adobe PDF(3038Kb)  |   收藏  |  浏览/下载:34/11  |  提交时间:2024/05/22 Evolutionary algorithms learning swarm optimization sparse large-scale optimization sparse large-scale multi-objective problems two-layer encoding |
| Computational Experiments for Complex Social Systems: Integrated Design of Experiment System 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1175-1189 作者: Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang ; Chongke Bi; Shufang Wang; Fei-Yue Wang![](/image/person.jpg)
Adobe PDF(11890Kb)  |   收藏  |  浏览/下载:47/6  |  提交时间:2024/04/10 Artificial society computational experiments model integration operation engine technology integration |
| GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123 作者: Xinhua Wang; Shasha Zhao; Lei Guo; Lei Zhu; Chaoran Cui; Liancheng Xu
Adobe PDF(1627Kb)  |   收藏  |  浏览/下载:110/46  |  提交时间:2023/09/22 Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406 作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang
Adobe PDF(2741Kb)  |   收藏  |  浏览/下载:150/56  |  提交时间:2023/05/29 Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
| A Survey on Negative Transfer 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329 作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb)  |   收藏  |  浏览/下载:262/103  |  提交时间:2023/01/16 Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| QoS Prediction Model of Cloud Services Based on Deep Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 564-566 作者: WenJun Huang; PeiYun Zhang; YuTong Chen; MengChu Zhou; Yusuf Al-Turki; Abdullah Abusorrah
Adobe PDF(419Kb)  |   收藏  |  浏览/下载:163/63  |  提交时间:2022/03/09 |
| Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234 作者: Xin Liu ; Mingyu Yan; Lei Deng; Guoqi Li ; Xiaochun Ye; Dongrui Fan
Adobe PDF(2300Kb)  |   收藏  |  浏览/下载:235/46  |  提交时间:2021/11/03 Efficient training graph convolutional networks (GCNs) graph neural networks (GNNs) sampling method |
| Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805 作者: Di Wu; Xin Luo
Adobe PDF(2415Kb)  |   收藏  |  浏览/下载:144/58  |  提交时间:2021/04/09 High-dimensional and sparse matrix L1-norm L2-norm latent factor model recommender system smooth L1-norm |
| An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717 作者: Wenbin Yue; Zidong Wang; Jieyu Zhang; Xiaohui Liu
Adobe PDF(1958Kb)  |   收藏  |  浏览/下载:230/54  |  提交时间:2021/04/09 Collaborative filtering (CF) content-based recommendation healthcare recommendation system (RS) |
| Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411 作者: Xin Luo; Wen Qin; Ani Dong; Khaled Sedraoui; MengChu Zhou
Adobe PDF(5091Kb)  |   收藏  |  浏览/下载:195/61  |  提交时间:2021/04/09 Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD) |