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IEICE Trans

Keyword : long short-term memory

Long Short-Team Memory for Forecasting Degradation Recovery Process with Binary Maintenance Intervention Records
Katsuya KOSUKEGAWA Kazuhiko KAWAMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2024/04/01
Vol. E107-A  No. 4 ; pp. 666-669
Type of Manuscript:  LETTER
Category: Nonlinear Problems
Keyword: 
degradation recovery process, maintenance intervention, time series forecasting, long short-term memory, 
 Summary | Full Text:PDF
Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants
Kundjanasith THONGLEK Kohei ICHIKAWA Keichi TAKAHASHI Chawanat NAKASAN Kazufumi YUASA Tadatoshi BABASAKI Hajimu IIDA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2023/07/01
Vol. E106-B  No. 7 ; pp. 547-556
Type of Manuscript:  PAPER
Category: Energy in Electronics Communications
Keyword: 
fine-tuning, long short-term memory, solar power generation, time-series forecasting, 
 Summary | Full Text:PDF
Speech Emotion Recognition Using Multihead Attention in Both Time and Feature Dimensions
Yue XIE Ruiyu LIANG Zhenlin LIANG Xiaoyan ZHAO Wenhao ZENG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/05/01
Vol. E106-D  No. 5 ; pp. 1098-1101
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, long short-term memory, multi-heads attention, feature enhancement, 
 Summary | Full Text:PDF
A Non-Intrusive Speech Quality Evaluation Method Based on the Audiogram and Weighted Frequency Information for Hearing Aid
Ruxue GUO Pengxu JIANG Ruiyu LIANG Yue XIE Cairong ZOU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2023/01/01
Vol. E106-A  No. 1 ; pp. 64-68
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech quality evaluation, hearing aid, audiogram, long short-term memory, deep neural networks, 
 Summary | Full Text:PDF
Fast Gated Recurrent Network for Speech Synthesis
Bima PRIHASTO Tzu-Chiang TAI Pao-Chi CHANG Jia-Ching WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/09/01
Vol. E105-D  No. 9 ; pp. 1634-1638
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech synthesis, acoustic modelling, gated recurrent neural network, long short-term memory, 
 Summary | Full Text:PDF
Polarity Classification of Social Media Feeds Using Incremental Learning — A Deep Learning Approach
Suresh JAGANATHAN Sathya MADHUSUDHANAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2022/03/01
Vol. E105-A  No. 3 ; pp. 584-593
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
polarity classification, online feeds, recurrent neural networks, long short-term memory, extreme learning machine, incremental learning, 
 Summary | Full Text:PDF
Cross-Domain Energy Consumption Prediction via ED-LSTM Networks
Ye TAO Fang KONG Wenjun JU Hui LI Ruichun HOU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/08/01
Vol. E104-D  No. 8 ; pp. 1204-1213
Type of Manuscript:  Special Section PAPER (Special Section on Computational Intelligence and Big Data for Scientific and Technological Resources and Services)
Category: 
Keyword: 
cross-domain feature fusion, long short-term memory, encoder-decoder, multistep electricity load forecast, 
 Summary | Full Text:PDF
Unconstrained Facial Expression Recognition Based on Feature Enhanced CNN and Cross-Layer LSTM
Ying TONG Rui CHEN Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/11/01
Vol. E103-D  No. 11 ; pp. 2403-2406
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
facial expression recognition, video sequence, long short-term memory, feature extraction, 
 Summary | Full Text:PDF
Sentence-Embedding and Similarity via Hybrid Bidirectional-LSTM and CNN Utilizing Weighted-Pooling Attention
Degen HUANG Anil AHMED Syed Yasser ARAFAT Khawaja Iftekhar RASHID Qasim ABBAS Fuji REN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/10/01
Vol. E103-D  No. 10 ; pp. 2216-2227
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
sentence similarity, sentence embedding, deep learning, long short-term memory, convolutional neural network, 
 Summary | Full Text:PDF
Improve Multichannel Speech Recognition with Temporal and Spatial Information
Yu ZHANG Pengyuan ZHANG Qingwei ZHAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/07/01
Vol. E101-D  No. 7 ; pp. 1963-1967
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
multichannel speech recognition, long short-term memory, attention mechanism, generalized cross correlation, 
 Summary | Full Text:PDF
A Joint Convolutional Bidirectional LSTM Framework for Facial Expression Recognition
Jingwei YAN Wenming ZHENG Zhen CUI Peng SONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1217-1220
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
facial expression recognition, convolutional neutral network, long short-term memory, shortcut connection, 
 Summary | Full Text:PDF