中国科学院计算技术研究所机构知识库

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	Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132 作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen 收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12 Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM
	A wearable-HAR oriented sensory data generation method based on spatio-temporal reinforced conditional GANs 期刊论文 NEUROCOMPUTING, 2022, 卷号: 493, 页码: 548-567 作者:  Wang, Jiwei;  Chen, Yiqiang;  Gu, Yang 收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07 Conditional SensoryGANs  Spatial-temporal features  Wearable-HAR  Log-cosh based adversarial loss  Cosine similarity  Qualitative visual evaluations  Quantitative evaluations
	Disagreement-based class incremental random forest for sensor-based activity recognition 期刊论文 KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 239, 页码: 15 作者:  Hu, Chunyu;  Chen, Yiqiang;  Hu, Lisha;  Yu, Han;  Lu, Dianjie 收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07 Class incremental learning  Activity recognition  Random forest  Semi-supervised learning
	What can "drag & drop" tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm 期刊论文 INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2021, 卷号: 145, 页码: 18 作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Lv, Zeping;  Yang, Xiaodong;  Hu, Chunyu;  Zhang, Tengxiang 收藏  |  浏览/下载：31/0  |  提交时间：2021/12/01 Mild cognitive impairment  Hand motor function  Dual-task  Touchscreen