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Structural anomaly detection based on probabilistic distance measures of transmissibility function and statistical threshold selection scheme Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 162
Authors:  Yan, Wang Ji;  Chronopoulos, Dimitrios;  Yuen, Ka Veng;  Zhu, Yi Chen
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Bayesian Analysis  Damage Detection  Probabilistic Distance Measure  Structural Health Monitoring  Transmissibility Function  Uncertainty Quantification  
Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  WEI WANG;  JIAYING LIU;  TAO TANG;  SUPPAWONG TUAROB;  FENG XIA;  ZHIGUO GONG;  IRWIN KING
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Academic Information Retrieval  Graph Learning  Network Embedding  Scientific Collaboration  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Volume: 167
Authors:  Adnan Zeb;  Anwar Ul Haq;  Defu Zhang;  Junde Chen;  Zhiguo Gong
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Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
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Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
Joint discriminative feature learning for multimodal finger recognition Journal article
Pattern Recognition, 2021,Volume: 111
Authors:  Li,Shuyi;  Zhang,Bob;  Fei,Lunke;  Zhao,Shuping
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Feature Fusion  Inter-modality  Joint Feature Learning  Multimodal Biometrics  
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Sorrento, Italy, 17-20 Nov. 2020
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
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Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
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Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Page: 1-13
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
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Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
Local discriminant coding based convolutional feature representation for multimodal finger recognition Journal article
Information Sciences, 2021,Volume: 547,Page: 1170-1181
Authors:  Li,Shuyi;  Zhang,Bob;  Zhao,Shuping;  Yang,Jinfeng
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Convolutional Neural Network  Local Coding  Multimodal Finger Recognition