已选(0)清除
条数/页: 排序方式: |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390 作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri Adobe PDF(2674Kb)  |  收藏  |  浏览/下载:29/13  |  提交时间:2024/01/23 Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038 作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li; Xia Xie; Lizhen Cui; Fei-Yue Wang Adobe PDF(7239Kb)  |  收藏  |  浏览/下载:6/1  |  提交时间:2024/03/18 Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 547-549 作者: Ji Li; Quan Zhou; Xu He; Hongming Xu Adobe PDF(673Kb)  |  收藏  |  浏览/下载:155/43  |  提交时间:2023/01/16 |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang Adobe PDF(11937Kb)  |  收藏  |  浏览/下载:682/142  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| A Novel Parameter-Optimized Recurrent Attention Network for Pipeline Leakage Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1064-1076 作者: Tong Sun; Chuang Wang; Hongli Dong; Yina Zhou; Chuang Guan Adobe PDF(3211Kb)  |  收藏  |  浏览/下载:157/55  |  提交时间:2023/03/22 Anomaly-attention mechanism (AM) long short-term memory (LSTM) parameter-optimized recurrent attention network (PRAN) particle swarm optimization (PSO) pipeline leakage detection (PLD) |
| CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 557-559 作者: Zhenyong Zhang; David K. Y. Yau Adobe PDF(618Kb)  |  收藏  |  浏览/下载:106/25  |  提交时间:2023/01/16 |
| Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546 作者: Wentao Mao; Gangsheng Wang; Linlin Kou; Xihui Liang Adobe PDF(25706Kb)  |  收藏  |  浏览/下载:503/38  |  提交时间:2023/01/16 Anomaly detection domain adaptation domain-adversarial training one-class classification transfer 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:206/90  |  提交时间:2023/01/16 Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187 作者: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li Adobe PDF(6437Kb)  |  收藏  |  浏览/下载:166/64  |  提交时间:2023/01/03 Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66 作者: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim Adobe PDF(2887Kb)  |  收藏  |  浏览/下载:438/322  |  提交时间:2023/01/03 Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |