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IEICE Trans

Ren LIU

A Clustering-Based Deep Learning Method for Water Level Prediction
Chih-Ping WANG Duen-Ren LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/12/01
Vol. E107-D  No. 12  pp. 1538-1541
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
water level prediction, clustering, deep learning, cluster-GRU-based, Three Gorges Dam, 
 Summary | Full Text:PDF
Power Peak Load Forecasting Based on Deep Time Series Analysis Method
Ying-Chang HUNG Duen-Ren LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/07/01
Vol. E107-D  No. 7  pp. 845-856
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
time series analysis, self-attention mechanism, transformer mechanism, weekly moving average, monthly moving average, 
 Summary | Full Text:PDF
A Home-Proxy Based Wireless Internet Framework in Supporting Mobility and Roaming of Real-Time Services
Jonathan CHAN Bjorn LANDFELDT Ren LIU Aruna SENEVIRATNE 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2001/04/01
Vol. E84-B  No. 4  pp. 873-884
Type of Manuscript:  Special Section PAPER (Special Issue on Mobile Multimedia Communications)
Category: 
Keyword: 
wireless Internet, mobility management, mobile QoS, charging and accounting, real-time services, 
 Summary | Full Text:PDF