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GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong;  Leong Hou U;  Zhifeng Hao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2020,Volume: 28,Issue: 2
Authors:  Hassan Sarmadi;  Alireza Entezami;  Behzad Saeedi Razavi;  Ka-Veng Yuen
Favorite |  | TC[WOS]:5 TC[Scopus]:11 | Submit date:2021/03/09
Damage Detection  Ensemble Learning  Environmental Variability  Mahalanobis Distance  Structural Health Monitoring  Unsupervised Learning  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2020
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
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  
Similarity Learning-Induced Symmetric Nonnegative Matrix Factorization for Image Clustering Journal article
IEEE Access, 2019,Volume: 7,Page: 166380-166389
Authors:  Yan,Wei;  Zhang,Bob;  Yang,Zuyuan;  Xie,Shengli
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Clustering  Nonnegative Matrix Factorization (Nmf)  Symmetric Nonnegative Matrix Factorization (Snmf)  Unsupervised Learning  
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:14 TC[Scopus]:17 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Unsupervised Learning of 3-D Local Features From Raw Voxels Based on a Novel Permutation Voxelization Strategy Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 2,Page: 481-494
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Chen C.L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:22 | Submit date:2019/02/11
3-D local features  3-D voxelization  deep learning  stacked sparse autoencoder (SSAE)  unsupervised feature learning  
Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy Journal article
IEEE TRANSACTIONS ON CYBERNETIC, 2019,Volume: 49,Issue: 2,Page: 481 - 494
Authors:  Zhizhong Han;  Zhenbao Liu;  Junwei Han;  Chi-Man Vong;  Shuhui Bu;  C. L. Philip Chen
Favorite |  | TC[WOS]:19 TC[Scopus]:0 | Submit date:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
Materials structure-property prediction using a self-architecting neural network Journal article
Journal of Alloys and Compounds, 1998,Volume: 279,Issue: 1,Page: 30-38
Authors:  Philip Chen C.L.;  Cao Y.;  LeClair S.R.
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Materials  Neural network  Property prediction  Supervised learning  Unsupervised learning  
Integration of design and manufacturing: solving setup generation and feature sequencing using an unsupervised-learning approach Journal article
Computer-Aided Design, 1994,Volume: 26,Issue: 1,Page: 59-75
Authors:  Philip Chen C.L.;  LeClair S.R.
Favorite |  | TC[WOS]:0 TC[Scopus]:47 | Submit date:2019/02/11
associative memory  feature intersection  feature sequencing  feature-based design  self organization  setup generation  tool sequencing  unsupervised learning