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Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 132,Page: 249-262
作者:  Chen, Xiaobo;  Wei, Zhongjie;  Li, Zuoyong;  Liang, Jun;  Cai, Yingfeng;  Zhang, Bob
收藏  |  浏览/下载:14/0  |  提交时间:2018/10/30
Missing data  Low-rank matrix completion  Nearest neighbor  Pearson's correlation  Ensemble learning  
Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive Journal article
Advanced Engineering Informatics, 2016,Volume: 30,Issue: 3,Page: 553-563
作者:  Zhang C.-Y.;  Chen D.;  Yin J.;  Chen L.
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Automatic Train Operation  Data-driven Train Operation Model  Ensemble Learning  Machine Learning  Manual Driving  
Crawling Hidden Objects with kNN Queries Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 4,Page: 912-924
作者:  Yan H.;  Gong Z.;  Zhang N.;  Huang T.;  Zhong H.;  Wei J.
收藏  |  浏览/下载:5/0  |  提交时间:2019/02/12
Data Crawling  Hidden Databases  Knn Queries  Location Based Services  
Beyond millisecond latency kNN search on commodity machine Journal article
IEEE Transactions on Knowledge and Data Engineering, 2015,Volume: 27,Issue: 10,Page: 2618-2631
作者:  Liao B.;  Leong Hou U.;  Yiu M.L.;  Gong Z.
收藏  |  浏览/下载:5/0  |  提交时间:2019/02/12
Nearest Neighbor Searches  Overlay Networks  Spatial Databases  
G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks Journal article
IEEE Transactions on Knowledge and Data Engineering, 2015,Volume: 27,Issue: 8,Page: 2175-2189
作者:  Zhong R.;  Li G.;  Tan K.-L.;  Zhou L.;  Gong Z.
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/12
Index  Keyword Search  Knn Search  Road Network  Single-pair Shortest Path  Spatial Databases  
NNMap: A method to construct a good embedding for nearest neighbor classification Journal article
Neurocomputing, 2015,Volume: 152,Page: 97-108
作者:  Jing Chen;  Yuan Yan Tang;  C. L. Philip Chen;  Bin Fang;  Zhaowei Shang;  Yuewei Lin
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/11
Embedding Methods  Embedding Quality  Nearest Neighbor Classification  Non-metric Distance  
Graph-based lexicon regularization for PCFG with latent annotations Journal article
IEEE Transactions on Audio, Speech and Language Processing, 2015,Volume: 23,Issue: 3,Page: 441-450
作者:  Zeng X.;  Wong D.F.;  Chao L.S.;  Trancoso I.
收藏  |  浏览/下载:6/0  |  提交时间:2018/12/24
Graph Propagation  Natural Language Processing  Neural Word Representation  Syntax Parsing  
Real-time and robust hand tracking with a single depth camera Journal article
The Visual Computer, 2014,Volume: 30,Issue: 10,Page: 1133-1144
作者:  Ziyang Ma;  Enhua Wu
收藏  |  浏览/下载:3/0  |  提交时间:2018/11/06
Hand Tracking  Virtual Reality  Motion Capture  User Interface  3d Interaction  
Lexicon expansion for latent variable grammars Journal article
Pattern Recognition Letters, 2014,Volume: 42,Issue: 1,Page: 47-55
作者:  Zeng X.;  Wong D.F.;  Chao L.S.;  Trancoso I.;  He L.;  Huang Q.
收藏  |  浏览/下载:5/0  |  提交时间:2018/12/24
Graph-based Label Propagation  Latent Variable Grammar  Syntax Parsing  
Analysis of daily solar power prediction with data-driven approaches Journal article
Applied Energy, 2014,Volume: 126,Page: 29
作者:  Long H.;  Zhang Z.;  Su Y.
收藏  |  浏览/下载:10/0  |  提交时间:2018/10/30
Artificial Neural Network (Ann)  Data Mining  Solar Power Prediction  Support Vector Machine (Svm)  Time-series Model