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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：24/6  |  提交时间：2024/03/18
Agent-based modeling  computational experiments  cyber-physical-social systems (CPSS)  generative deduction  generative experiments  meta model  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载：17/4  |  提交时间：2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 卷号: 143, 页码: 13
作者:  Sun, Mengxuan;  Niu, Jinghao;  Yang, Xuebing;  Gu, Yifan;  Zhang, Wensheng
收藏  |  浏览/下载：73/0  |  提交时间：2023/11/16
Medication recommendation  EHR  Hierarchical multi-label classification  Curriculum 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：219/95  |  提交时间：2023/01/16
Domain adaptation  domain similarity  negative transfer  positive transfer  transfer learning  
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：457/333  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 330-350
作者:  Jianming Zhan;  Jiajia Wang;  Weiping Ding;  Yiyu Yao
Adobe PDF(1830Kb)  |  收藏  |  浏览/下载：153/58  |  提交时间：2023/01/16
Hesitant fuzzy information system (HFIS)  prospect theory  regret theory  three-way decision (T-WD)  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu
Adobe PDF(3559Kb)  |  收藏  |  浏览/下载：122/21  |  提交时间：2023/04/03
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 9
作者:  Xi, Jianing;  Wang, Dan;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua
收藏  |  浏览/下载：166/0  |  提交时间：2022/11/14
Drug recommendation  Explainability  Traceability  Omic data  
Knowledge Mining: A Cross-disciplinary Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 89-114
作者:  Yong Rui, Vicente Ivan Sanchez Carmona, Mohsen Pourvali, Yun Xing, Wei-Wen Yi, Hui-Bin Ruan, Yu Zhang
Adobe PDF(1635Kb)  |  收藏  |  浏览/下载：182/22  |  提交时间：2022/03/29
Knowledge mining  knowledge extraction  information extraction  association rule  interpretability  
Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者:  Jinhu Lü;  Guanghui Wen;  Ruqian Lu;  Yong Wang;  Songmao Zhang
Adobe PDF(1876Kb)  |  收藏  |  浏览/下载：129/18  |  提交时间：2022/08/01
Complex network  knowledge graph  networked knowledge  neural network