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The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds Journal article
IEEE Transactions on Knowledge and Data Engineering, 2021,Volume: 33,Issue: 2,Page: 768-781
Authors:  Chan,Tsz Nam;  Yiu,Man Lung;  Leong Hou,U.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
approximation framework  Earth mover's distance  parametric bounds  
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]:30 TC[Scopus]:21 | Submit date:2021/03/09
Broad learning system  Dynamical system  Manifold learning  Nonuniform embedding  Time series  
Efficient Detection of Soft Concatenation Mapping Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018,Volume: 30,Issue: 11,Page: 2106-2119
Authors:  Liu, Hao;  Xiao, Jiang;  Tan, Haoyu;  Luo, Qiong;  Zhao, Jintao;  Ni, Lionel M.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
Big data management  data profiling  soft concatenation mapping  
An Efficient Ride-Sharing Framework for Maximizing Shared Route Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018,Volume: 30,Issue: 2,Page: 219-233
Authors:  Ta, Na;  Li, Guoliang;  Zhao, Tianyu;  Feng, Jianhua;  Ma, Hanchao;  Gong, Zhiguo
Favorite |  | TC[WOS]:29 TC[Scopus]:37 | Submit date:2018/10/30
Ride-sharing  shared route percentage  bigraph matching  join-based sharing  search-based sharing  
Continuous Top-k Monitoring on Document Streams Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017,Volume: 29,Issue: 5,Page: 991-1003
Authors:  Hou, Leong U.;  Zhang, Junjie;  Mouratidis, Kyriakos;  Li, Ye
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2018/10/30
Top-k query  continuous query  document stream  
A Novel and Fast SimRank Algorithm Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017,Volume: 29,Issue: 3,Page: 572-585
Authors:  Lu, Juan;  Gong, Zhiguo;  Lin, Xuemin
Favorite |  | TC[WOS]:6 TC[Scopus]:12 | Submit date:2018/10/30
Simrank  Linear System  Conjugate Gradient  
Learning Proximity Relations for Feature Selection Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 5,Page: 1231-1244
Authors:  Taiping Zhang;  Pengfei Ren;  Yao Ge;  Yali Zheng;  Yuan Yan Tang;  C.L. Philip Chen
Favorite |  | TC[WOS]:3 TC[Scopus]:6 | Submit date:2019/02/11
Classification  Feature Evaluation  Feature Selection  Gene Selection  Microarray Analysis  
Crawling Hidden Objects with kNN Queries Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 4,Page: 912-924
Authors:  Yan H.;  Gong Z.;  Zhang N.;  Huang T.;  Zhong H.;  Wei J.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/12
Data Crawling  Hidden Databases  Knn Queries  Location Based Services  
Crawling Hidden Objects with kNN Queries Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 4,Page: 912-924
Authors:  Yan,Hui;  Gong,Zhiguo;  Zhang,Nan;  Huang,Tao;  Zhong,Hua;  Wei,Jun
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
data crawling  Hidden databases  kNN queries  location based services