Keyword : long short-term memory


Polarity Classification of Social Media Feeds Using Incremental Learning — A Deep Learning Approach
Suresh JAGANATHAN Sathya MADHUSUDHANAN 
Publication:   
Publication Date: 2022/03/01
Vol. E105-A  No. 3 ; pp. 584-593
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
polarity classificationonline feedsrecurrent neural networkslong short-term memoryextreme learning machineincremental learning
 Summary | Full Text:PDF(1.8MB)

Cross-Domain Energy Consumption Prediction via ED-LSTM Networks
Ye TAO Fang KONG Wenjun JU Hui LI Ruichun HOU 
Publication:   
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 fusionlong short-term memoryencoder-decodermultistep electricity load forecast
 Summary | Full Text:PDF(1.3MB)

Unconstrained Facial Expression Recognition Based on Feature Enhanced CNN and Cross-Layer LSTM
Ying TONG Rui CHEN Ruiyu LIANG 
Publication:   
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 recognitionvideo sequencelong short-term memoryfeature extraction
 Summary | Full Text:PDF(759KB)

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:   
Publication Date: 2020/10/01
Vol. E103-D  No. 10 ; pp. 2216-2227
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
sentence similaritysentence embeddingdeep learninglong short-term memoryconvolutional neural network
 Summary | Full Text:PDF(2.3MB)

Improve Multichannel Speech Recognition with Temporal and Spatial Information
Yu ZHANG Pengyuan ZHANG Qingwei ZHAO 
Publication:   
Publication Date: 2018/07/01
Vol. E101-D  No. 7 ; pp. 1963-1967
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
multichannel speech recognitionlong short-term memoryattention mechanismgeneralized cross correlation
 Summary | Full Text:PDF(692.6KB)

A Joint Convolutional Bidirectional LSTM Framework for Facial Expression Recognition
Jingwei YAN Wenming ZHENG Zhen CUI Peng SONG 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1217-1220
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
facial expression recognitionconvolutional neutral networklong short-term memoryshortcut connection
 Summary | Full Text:PDF(409.7KB)