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Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 5, 页码: 1310-1322
作者:  Wu, Yiling;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载:72/0  |  提交时间:2020/12/10
Semantics  Correlation  Training  Data models  Visualization  Adaptation models  Fasteners  Cross-modality learning  similarity function learning  online learning  low-rank matrix  
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:  Pang, Junbiao;  Huang, Jing;  Yang, Xue;  Wang, Zuyun;  Yu, Haitao;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载:73/0  |  提交时间:2019/12/10
Spatio-temporal pattern  fine-grained pattern  low-rank regularity  matrix factorization  taxis trip  point process  
Modeling the Correlations of Relations for Knowledge Graph Embedding 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 2, 页码: 323-334
作者:  Zhu, Ji-Zhao;  Jia, Yan-Tao;  Xu, Jun;  Qiao, Jian-Zhong;  Cheng, Xue-Qi
收藏  |  浏览/下载:78/0  |  提交时间:2019/12/10
knowledge graph embedding  low-rank  matrix decomposition  
Supervised Collaborative Filtering Based on Ridge Alternating Least Squares and Iterative Projection Pursuit 期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 6600-6607
作者:  Chen, Bo-Wei;  Ji, Wen;  Rho, Seungmin;  Gu, Yu
收藏  |  浏览/下载:46/0  |  提交时间:2019/12/12
Incomplete data analysis  privacy preservation  supervised collaborative filtering  collaborative filtering (CF)  alternating least squares (ALS)  supervised data imputation  data imputation  singular value decomposition (SVD)  supervised nonnegative matrix factorization (NMF)  recommendation system  low-rank matrix approximation  matrix completion  matrix factorization  iterative projection pursuit  
Improving residue-residue contact prediction via low-rank and sparse decomposition of residue correlation matrix 期刊论文
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2016, 卷号: 472, 期号: 1, 页码: 217-222
作者:  Zhang, Haicang;  Gao, Yujuan;  Deng, Minghua;  Wang, Chao;  Zhu, Jianwei;  Li, Shuai Cheng;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:69/0  |  提交时间:2019/12/13
Protein contacts prediction  Correlation analysis  Background correlation removal  Low-rank and sparse matrix decomposition