UM

Browse/Search Results:  1-10 of 33 Help

Selected(0)Clear Items/Page:    Sort:
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2021,Volume: 28,Issue: 2
Authors:  Sarmadi,Hassan;  Entezami,Alireza;  Saeedi Razavi,Behzad;  Yuen,Ka Veng
Favorite |  | TC[WOS]:4 TC[Scopus]:9 | Submit date:2021/03/09
Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  unsupervised learning  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yang,Yiyang;  Deng,Sucheng;  Lu,Juan;  Li,Yuhong;  Gong,Zhiguo;  U,Leong Hou;  Hao,Zhifeng
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 41-42,Page: 30861-30881
Authors:  Hu,Ke;  Huang,Guoheng;  Yang,Ying;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Face inpainting  Facial expression recognition  Gradient calculation  Heterogeneous soft partition  Symmetric SURF  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings
Authors:  Huang,Yajun;  Zhang,Jingbin;  Yang,Yiyang;  Gong,Zhiguo;  Hao,Zhifeng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
big data  graph neural networks  high-dimensional data  neural networks  semi-supervised learning  visualization  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
Linear Representation-Based Methods for Image Classification: A Survey Journal article
IEEE Access, 2020,Volume: 8,Page: 216645-216670
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Image classification  linear representation  optimization  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
broad learning system  non-negative matrix factorization  representation learning  Robust continuous clustering  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2020
Authors:  Chu,Jielei;  Wang,Hongjun;  Liu,Jing;  Gong,Zhiguo;  Li,Tianrui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
CD1 learning  Clustering algorithms  Encoding  Feature extraction  image clustering  Image reconstruction  Machine learning  multi-clustering integration RBM  Task analysis  Training  unsupervised feature learning  
Structured manifold broad learning system: A manifold perspective for large-scale chaotic time series analysis and prediction Journal article
IEEE Transactions on Knowledge and Data Engineering, 2019,Volume: 31,Issue: 9,Page: 1809-1821
Authors:  Han,Min;  Feng,Shoubo;  Chen,C. L.Philip;  Xu,Meiling;  Qiu,Tie
Favorite |  | TC[WOS]:31 TC[Scopus]:23 | Submit date:2021/03/09
Broad learning system  Dynamical system  Manifold learning  Nonuniform embedding  Time series  
A Spiking Neural Network Model Mimicking the Olfactory Cortex for Handwritten Digit Recognition Conference paper
International IEEE/EMBS Conference on Neural Engineering, NER
Authors:  Li,Ben Zheng;  Pun,Sio Hang;  Feng,Wan;  Vai,Mang I.;  Klug,Achim;  Lei,Tim C.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11