UM

Browse/Search Results:  1-10 of 80 Help

Selected(0)Clear Items/Page:    Sort:
Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction Journal article
Pattern Recognition, 2022,Volume: 131
Authors:  Lu, Xiaohuan;  Long, Jiang;  Wen, Jie;  Fei, Lunke;  Zhang, Bob;  Xu, Yong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Dimensionality reduction  Feature extraction  Graph embedding  Unsupervised learning  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Madrid, Spain, July 11th to 15th, 2022
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/07
Robust Image Forgery Detection over Online Social Network Shared Images Conference paper
New Orleans, Louisiana, 2022-07-19
Authors:  Haiwei Wu;  Jiantao Zhou;  Jinyu Tian;  Jun Liu
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/07
Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 173
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2022/05/13
Generalized Extreme Value  Machine Learning  Mixture Quantile  Probabilistic Anomaly Detection  Structural Health Monitoring  Threshold Estimation  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 6,Page: 3002
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite |  | TC[WOS]:3 TC[Scopus]:1 | 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  
Multi-view unsupervised feature selection with tensor low-rank minimization Journal article
Neurocomputing, 2022,Volume: 487,Page: 75-85
Authors:  Yuan, Haoliang;  Li, Junyu;  Liang, Yong;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Graph Embedding  Tensor Low-rank  Unsupervised Feature Selection  
Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 5,Page: 2106-2119
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/05/13
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
Semi-supervised Drifted Stream Learning with Short Lookback Conference paper
Washington D.C., 2022-08-14
Authors:  Weijieying Ren;  Pengyang Wang;  Xiaolin Li;  Charles E. Hughes;  Yanjie Fu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/28
Multi-local Collaborative AutoEncoder Journal article
Knowledge-Based Systems, 2022,Volume: 239
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering  
Efficient Unsupervised Dimension Reduction for Streaming Multiview Data Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 3,Page: 1772-1784
Authors:  Xie, Liping;  Guo, Weili;  Wei, Haikun;  Tang, Yuanyan;  Tao, Dacheng
Favorite |  | TC[WOS]:5 TC[Scopus]:3 | Submit date:2022/05/13
online learning  structure sparsity  unsupervised multiview dimension reduction (UMDR)