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IEICE Trans

Keyword : representation learning

A KPI Anomaly Detection Method Based on Fast Clustering
Yun WU Yu SHI Jieming YANG Lishan BAO Chunzhe LI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2022/11/01
Vol. E105-B  No. 11 ; pp. 1309-1317
Type of Manuscript:  Special Section PAPER (Special Section on Towards Management for Future Communications and Services in Conjunction with Main Topics of APNOMS2021)
Category: 
Keyword: 
Artificial Intelligence for IT Operations, KPI anomaly detection, hierarchical agglomerative clustering, representation learning, ensemble learning, 
 Summary | Full Text:PDF
Graph Embedding with Outlier-Robust Ratio Estimation
Kaito SATTA Hiroaki SASAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/10/01
Vol. E105-D  No. 10 ; pp. 1812-1816
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
graph embedding, representation learning, graph data, outlier-robustness, ratio estimation, 
 Summary | Full Text:PDF
Semi-Supervised Representation Learning via Triplet Loss Based on Explicit Class Ratio of Unlabeled Data
Kazuhiko MURASAKI Shingo ANDO Jun SHIMAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/04/01
Vol. E105-D  No. 4 ; pp. 778-784
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
semi-supervised learning, representation learning, triplet loss, 
 Summary | Full Text:PDF
Representation Learning of Tongue Dynamics for a Silent Speech Interface
Hongcui WANG Pierre ROUSSEL Bruce DENBY 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/12/01
Vol. E104-D  No. 12 ; pp. 2209-2217
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
Silent Speech Interface, representation learning, video prediction, 
 Summary | Full Text:PDF
Measuring Semantic Similarity between Words Based on Multiple Relational Information
Jianyong DUAN Yuwei WU Mingli WU Hao WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/01/01
Vol. E103-D  No. 1 ; pp. 163-169
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
semantic similarity, representation learning, multiple-relation, 
 Summary | Full Text:PDF
Representation Learning for Users' Web Browsing Sequences
Yukihiro TAGAMI Hayato KOBAYASHI Shingo ONO Akira TAJIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/07/01
Vol. E101-D  No. 7 ; pp. 1870-1879
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
online advertising, Web browsing behavior, Paragraph Vector, representation learning, 
 Summary | Full Text:PDF