Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems (English)
- New search for: Zhu, Haiqi
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https://orcid.org/0000-0002-5076-2412
- New search for: Liu, Shaohui
- New search for: Jiang, Feng
- New search for: Zhu, Haiqi
- Further information on Zhu, Haiqi:
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https://orcid.org/0000-0002-5076-2412
- New search for: Liu, Shaohui
- New search for: Jiang, Feng
In:
Pattern Recognition Letters
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164
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132-139
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2022
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systems
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Contributors:
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Published in:Pattern Recognition Letters ; 164 ; 132-139
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Publication date:2022-10-19
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Size:8 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 164
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documentsPaixão, Thiago M. / Berriel, Rodrigo F. / Boeres, Maria C.S. / Koerich, Alessandro L. / Badue, Claudine / De Souza, Alberto F. / Oliveira-Santos, Thiago et al. | 2022
- 9
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GSIP: Green Semantic Segmentation of Large-Scale Indoor Point CloudsZhang, Min / Kadam, Pranav / Liu, Shan / Kuo, C.-C. Jay et al. | 2022
- 16
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DNN self-embedding watermarking: Towards tampering detection and parameter recovery for deep neural networkZhao, Gejian / Qin, Chuan / Yao, Heng / Han, Yanfang et al. | 2022
- 23
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MAN: Mining Ambiguity and Noise for Facial Expression Recognition in the WildZhang, Ziyang / Sun, Xiao / Li, Jia / Wang, Meng et al. | 2022
- 30
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Intentional-Deception Detection Based on Facial Muscle Movements in an Interactive Social ContextDong, Zizhao / Wang, Gang / Lu, Shaoyuan / Dai, Luyao / Huang, Shucheng / Liu, Ye et al. | 2022
- 40
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An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic EnvironmentsNaranjo-Alcazar, Javier / Perez-Castanos, Sergi / Zuccarello, Pedro / Torres, Ana M. / Lopez, Jose J. / Ferri, Francesc J. / Cobos, Maximo et al. | 2022
- 46
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Tensor ring with alternative change mask for multitemporal hyperspectral image change detectionSohail, Muhammad / Chen, Zhao / Liu, Guohua et al. | 2022
- 53
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Multi-scale convolutional networks for traffic forecasting with spatial-temporal attentionLi, Zilong / Ren, Qianqian / Chen, Long / Li, Jinbao / Li, Xiaokun et al. | 2022
- 60
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Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray imagesMorís, Daniel I. / de Moura, Joaquim / Novo, Jorge / Ortega, Marcos et al. | 2022
- 67
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Fine-grained facial expression recognition via relational reasoning and hierarchical relation optimizationZhu, Yichen / Wei, Lili / Lang, Congyan / Li, Siyu / Feng, Songhe / Li, Yidong et al. | 2022
- 74
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Perceived emotions and AU combinations in ambiguous facial expressionsYan, Wen-Jing / Ruan, Qian-Nan / Fu, Xiaolan / Sun, Yu-Qi et al. | 2022
- 81
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Information-theoretic policy learning from partial observations with fully informed decision makersLefebvre, Tom et al. | 2022
- 89
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Reparameterized attention for convolutional neural networksWu, Yiming / Li, Ruixiang / Yu, Yunlong / Li, Xi et al. | 2022
- 96
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An objective method for pedestrian occlusion level classificationGilroy, Shane / Glavin, Martin / Jones, Edward / Mullins, Darragh et al. | 2022
- 104
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Gaussian distribution-based facial expression feature extraction networkWan, Fei / Zhi, Ruicong et al. | 2022
- 112
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Image outpainting guided by prior structure informationShi, Canghong / Ren, Yongpeng / Li, Xiaojie / Mumtaz, Imran / Jin, Zhiheng / Ren, Hongping et al. | 2022
- 119
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Defending malware detection models against evasion based adversarial attacksRathore, Hemant / Sasan, Animesh / Sahay, Sanjay K. / Sewak, Mohit et al. | 2022
- 126
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Memory-efficient distribution-guided experience sampling for policy consolidationHuang, Fuxian / Li, Weichao / Lin, Yining / Ji, Naye / Li, Shijian / Li, Xi et al. | 2022
- 132
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Adversarial training of LSTM-ED based anomaly detection for complex time-series in cyber-physical-social systemsZhu, Haiqi / Liu, Shaohui / Jiang, Feng et al. | 2022
- 140
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Digital geometry on a cubic stair-case meshNagy, Benedek / Saadat, MohammadReza et al. | 2022
- 148
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A closed-form solution for conditional multidimensional scalingBui, Anh Tuan et al. | 2022
- 153
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Events in crowded places: A smart service managementBecattini, Federico / Ferracani, Andrea / Becchi, Giuseppe / Del Bimbo, Alberto et al. | 2022
- 161
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Structure-based graph convolutional networks with frequency filterWei, FeiFei / Ping, Mingzhu / Mei, KuiZhi et al. | 2022
- 166
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ProFeat: Unsupervised image clustering via progressive feature refinementKim, Jeonghoon / Im, Sunghoon / Cho, Sunghyun et al. | 2022
- 173
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Face-mask-aware Facial Expression Recognition based on Face Parsing and Vision TransformerYang, Bo / Wu, Jianming / Ikeda, Kazushi / Hattori, Gen / Sugano, Masaru / Iwasawa, Yusuke / Matsuo, Yutaka et al. | 2022
- 183
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An emotion index estimation based on facial action unit predictionTan, Xiaohui / Fan, Yachun / Sun, Mingrui / Zhuang, Meiqi / Qu, Fangbing et al. | 2022
- 191
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Mixup gamblers+: Learning interpolated pseudo “uncertainty” in latent feature space for reliable inferenceYamaguchi, Takumi / Murakawa, Masahiro et al. | 2022
- 200
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Concordance between facial micro-expressions and physiological signals under emotion elicitationZou, Bochao / Wang, Yingxue / Zhang, Xiaolong / Lyu, Xiangwen / Ma, Huimin et al. | 2022
- 210
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Knowledge Transfer and Crowdsourcing in Cyber-Physical-Social SystemsKumar, Gautam / Narducci, Fabio / Bakshi, Sambit et al. | 2022
- 216
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Fast Point Cloud Sampling NetworkHuang, Tianxin / Chen, Jun / Zhang, Jiangning / Liu, Yong / Liang, Jie et al. | 2022
- 224
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ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment ClassificationUmer, Muhammad / Sadiq, Saima / karamti, Hanen / Abdulmajid Eshmawi, Ala’ / Nappi, Michele / Usman Sana, Muhammad / Ashraf, Imran et al. | 2022
- 232
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Unsupervised knowledge transfer for nonblind image deconvolutionChen, Zhuojie / Yao, Xin / Xu, Yong / Wang, Junle / Quan, Yuhui et al. | 2022
- 239
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TRL: Transformer based refinement learning for hybrid-supervised semantic segmentationCheng, Lin / Fang, Pengfei / Yan, Yan / Lu, Yang / Wang, Hanzi et al. | 2022
- 246
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Group-based bi-directional recurrent wavelet neural network for efficient video super-resolution (VSR)Choi, Young-Ju / Lee, Young-Woon / Kim, Byung-Gyu et al. | 2022
- 254
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Discrete space reinforcement learning algorithm based on twin support vector machine classificationWu, Wenguo / Zhou, Zhengchun / Adhikary, Avik Ranjan / Dutta, Bapi et al. | 2022
- 261
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A fixed-point rotation-based feature selection method for micro-expression recognitionWang, Mingzhong / Wang, Qi / Wang, Qingshan / Zheng, Zhiwen et al. | 2022
- 268
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Heterogeneous spatio-temporal relation learning network for facial action unit detectionSong, Wenyu / Shi, Shuze / Dong, Yu / An, Gaoyun et al. | 2022
- 276
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NAS For efficient mobile eyebrow biometricsNguyen, Hoang Mark / Derakhshani, Reza et al. | 2022
- 284
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A novel method for fusing graph convolutional network and feature based on feedback connection mechanism for nondestructive testingZhang, Shaoxuan / Feng, Jian / Lu, Senxiang et al. | 2022
- ii
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Editorial Board| 2019