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| 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 Authors: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb)  |   Favorite  |  View/Download:8/0  |  Submit date:2023/01/03 Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| 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 Authors: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb)  |   Favorite  |  View/Download:7/1  |  Submit date:2023/01/16 Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37 Authors: Qiang Yang
Adobe PDF(2634Kb)  |   Favorite  |  View/Download:10/1  |  Submit date:2023/01/18 Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| A survey on federated learning: challenges and applications 期刊论文 INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23 Authors: Wen, Jie; Zhang, Zhixia; Lan, Yang; Cui, Zhihua; Cai, Jianghui; Zhang, Wensheng
 Favorite  |  View/Download:11/0  |  Submit date:2022/12/27 Federated learning Machine learning Privacy protection Personalized federated learning |
| Improving the Data Quality for Credit Card Fraud Detection 会议论文 , Arlington, VA, USA, 2022-11 Authors: Rongrong Jing ; Hu Tian ; Yidi Li; Xingwei Zhang; Xiaolong Zheng ; Zhu Zhang ; Daniel Dajun Zeng
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| Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models 期刊论文 IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11 Authors: Zhang, Xingwei; Zheng, Xiaolong ; Mao, Wenji ; Zeng, Daniel Dajun ; Wang, Fei-Yue
 Favorite  |  View/Download:23/0  |  Submit date:2022/11/14 Perturbation methods Semantics Computational modeling Codes Task analysis Privacy Software Adversarial perturbation deep neural network (DNN) privacy protection semantic retrieval |
| 基于联邦学习的人脸识别方法研究 学位论文 , 中国科学院自动化所: 中国科学院自动化所, 2022 Authors: 刘凌云
Adobe PDF(2245Kb)  |   Favorite  |  View/Download:120/3  |  Submit date:2022/06/14 深度学习 人脸识别 联邦学习 |
| 面向注意力模型的隐私保护研究 学位论文 工学硕士学位, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 卢嘉昊
Adobe PDF(19608Kb)  |   Favorite  |  View/Download:80/4  |  Submit date:2022/06/13 隐私保护 注意力模型 梯度泄露攻击 分布式学习 可信人工智能 |
| 基于平行学习的混合智能调控方法与应用研究 学位论文 , 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 李小双
Adobe PDF(10128Kb)  |   Favorite  |  View/Download:90/7  |  Submit date:2022/06/20 平行学习 混合智能调控 示教数据 模仿学习 深度强化学习 |
| 面向平行交通系统的城市出行轨迹挖掘方法研究 学位论文 , 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 Authors: 李志帅
Adobe PDF(15178Kb)  |   Favorite  |  View/Download:103/8  |  Submit date:2022/06/16 平行交通系统 城市出行轨迹挖掘 出行语义感知 出行轨迹生成 疫情传播模拟 |