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IEICE Trans

Qingfu FAN

Predicting Taxi Destination by Regularized RNN with SDZ
Lei ZHANG Guoxing ZHANG Zhizheng LIANG Qingfu FAN Yadong LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/08/01
Vol. E101-D  No. 8  pp. 2141-2144
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
taxi destination prediction, recurrent neural network, suprisal-driven zoneout, 
 Summary | Full Text:PDF
Fast Time-Aware Sparse Trajectories Prediction with Tensor Factorization
Lei ZHANG Qingfu FAN Guoxing ZHANG Zhizheng LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/07/01
Vol. E101-D  No. 7  pp. 1959-1962
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
trajectory prediction, data sparsity, tensor factorization, 
 Summary | Full Text:PDF
Entropy-Based Sparse Trajectories Prediction Enhanced by Matrix Factorization
Lei ZHANG Qingfu FAN Wen LI Zhizhen LIANG Guoxing ZHANG Tongyang LUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/09/01
Vol. E100-D  No. 9  pp. 2215-2218
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
trajectory prediction, data sparsity, entropy estimation, matrix factorization, 
 Summary | Full Text:PDF
A Noise Inference Method Based on Fast Context-Aware Tensor Decomposition
Qingfu FAN Lei ZHANG Wen LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/06/01
Vol. E100-D  No. 6  pp. 1360-1363
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
noise inference, context-aware tensor decomposition, fast context-aware tensor decomposition, smoothness constraint, 
 Summary | Full Text:PDF