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IEICE Trans

Takeo ONISHI

Analysis and Identification of Root Cause of 5G Radio Quality Deterioration Using Machine Learning
Yoshiaki NISHIKAWA Shohei MARUYAMA Takeo ONISHI Eiji TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2023/12/01
Vol. E106-B  No. 12  pp. 1286-1292
Type of Manuscript:  Special Section PAPER (Special Section on Towards Management for Future Communications and Services in Conjunction with Main Topics of APNOMS2022)
Category: 
Keyword: 
5G, radio quality deterioration, root cause identification, machine learning, deep learning, 
 Summary | Full Text:PDF
Creation of Temporal Model for Prioritized Transmission in Predictive Spatial-Monitoring Using Machine Learning
Keiichiro SATO Ryoichi SHINKUMA Takehiro SATO Eiji OKI Takanori IWAI Takeo ONISHI Takahiro NOBUKIYO Dai KANETOMO Kozo SATODA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2021/08/01
Vol. E104-B  No. 8  pp. 951-960
Type of Manuscript:  PAPER
Category: Network
Keyword: 
predictive spatial-monitoring, machine learning, feature selection, temporal model, 
 Summary | Full Text:PDF