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Low Cost and High Accuracy Data Gathering in WSNs with Matrix Completion 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2018, 卷号: 17, 期号: 7, 页码: 1595-1608
作者:  Xie, Kun;  Wang, Lele;  Wang, Xin;  Xie, Gaogang;  Wen, Jigang
收藏  |  浏览/下载:75/0  |  提交时间:2019/12/10
Sparse data gathering  matrix completion  wireless sensor network  
Recover Corrupted Data in Sensor Networks: A Matrix Completion Solution 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 卷号: 16, 期号: 5, 页码: 1434-1448
作者:  Xie, Kun;  Ning, Xueping;  Wang, Xin;  Xie, Dongliang;  Cao, Jiannong;  Xie, Gaogang;  Wen, Jigang
收藏  |  浏览/下载:67/0  |  提交时间:2019/12/12
Corrupted data recovery  matrix completion  wireless sensor networks  
Location-Based Parallel Tag Completion for Geo-Tagged Social Image Retrieval 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3, 页码: 21
作者:  Zhang, Jiaming;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载:45/0  |  提交时间:2019/12/12
Tag matrix completion  geo-location information  social image retrieval  asymmetric locality sensitive hashing  
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