Search长短时记忆returned 23 results

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1

Implicit emotion-oriented approach to speech-driven bionic robot facial expressions

隐式情绪导向的语音驱动仿生机器人说话方法

Xu Kang

Yuan Ye

Fu Junxiu

Fu Keting

Ren Qinze

Liu Na

biomimetic robots

speech-driven

emotion-oriented

convolutional long short-term memory network

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2025.01.0011

2

Remain useful life prediction method of rolling bearings based on S-MCLSTM and DANN

基于S-MCLSTM和DANN的滚动轴承剩余寿命预测方法

Dong Zhimin

Dong Jiechao

rolling bearing

remain useful life prediction

Siamese multi-convolutional long short-term memory

domain adversarial neural network

No. 9, 2024 : 2787-2793 doi:10.19734/j.issn.1001-3695.2023.12.0624

3

Sentiment analysis model of opinion triplet based on position information

融合位置信息的观点三元组情感分析模型

Jiang Yutong

Qian Xuezhong

Song Wei

aspect-based sentiment analysis

multitasking framework

opinion triplet

bi-directional long short-term memory network

self attention mechanism

No. 3, 2023 : 676-681 doi:10.19734/j.issn.1001-3695.2022.07.0370

4

Prediction of short-time passenger flow on multi-station urban rail based on SAE-ConvLSTM deep learning model

基于SAE-ConvLSTM深度学习模型的多站城轨短时客流预测

Li Sha

Wang Qiuwen

Chen Yanru

Qin Juan

short term passenger flow of urban rail transit

spatial-temporal characteristics

multi-station

external feature

convolutional short and long memory network

No. 7, 2022 : 2025-2031 doi:10.19734/j.issn.1001-3695.2021.12.0678

5

Application research on bearing degradation prediction based on E2E Deep VAE-LSTM

基于E2E Deep VAE-LSTM的轴承退化预测应用研究

Zhou Zhuang

Zhou Feng

autoencoder(AE)

deep AE

denoising AE(DAE)

VAE

LSTM

remaining useful life prediction

unsupervised learning

No. 7, 2022 : 2091-2097 doi:10.19734/j.issn.1001-3695.2021.11.0676

6

Research on collective activity analysis model based on multilevel deep neural network architecture

基于多级深度网络架构的群体行为分析模型研究

Pei Lishen

Zhao Xuezhuan

Zhang Guohua

crowd activity recognition

deep neural network

transfer learning

long-short term memory neural network

temporal consistency detection

No. 3, 2022 : 931-937 doi:10.19734/j.issn.1001-3695.2021.06.0284

7

Predicting citywide traffic flow using attention-based spatial-temporal neural network

基于注意力的时空神经网络城市区域交通流量预测

Liao Huiruo

Yang Yan

traffic flow prediction

deep learning

ConvLSTM

attention model

No. 10, 2021 : 2935-2940 doi:10.19734/j.issn.1001-3695.2021.02.0054

8

Chinese medicine literature word segmentation based on BiLSTM-CRF

基于BiLSTM-CRF的中医文言文文献分词模型研究

Wang Lijun

Zhou Yue

Gui Jie

Zhai Yun

Chinese medicine

word segmentation

conditional random field(CRF)

bi-directional long short-term memory(Bi-LSTM)

No. 11, 2020 : 3359-3362,3367 doi:10.19734/j.issn.1001-3695.2019.06.0286

9

Multilingual text classification method based on bi-directional long short-term memory and convolutional neural network

基于双向长短时记忆单元和卷积神经网络的多语种文本分类方法

Meng Xianyan

Cui Rongyi

Zhao Yahui

Fang Mingzhu

multilingual text categorization

long short-term memory

convolutional neural network

No. 9, 2020 : 2669-2673 doi:10.19734/j.issn.1001-3695.2019.04.0132

10

Alzheimer’s disease classification algorithm based on DCGAN and LSTM

结合DCGAN与LSTM的阿兹海默症分类算法

Lin Ying

He Xiaofeng

Chen Lingna

Chen Junxi

Alzheimer's disease(AD)

deep convolutional generative adversarial networks(DCGAN)

long short-term memory(LSTM)

unsupervised

No. 5, 2020 : 1574-1577 doi:10.19734/j.issn.1001-3695.2018.10.0853

11

Temporal phrases extraction in clinical text based on bidirectional long-short term memory model

基于BLSTM网络的医学时间短语识别

Zhang Shunli

Wang Yingjun

Ji Donghong

time expressions

clinical text

LSTM

No. 4, 2020 : 1059-1062 doi:10.19734/j.issn.1001-3695.2018.09.0742

12

Personality-based microblog sentiment analysis model PLSTM

基于性格的微博情感分析模型PLSTM

Yuan Tingting

Yang Wenzhong

Zhong Lijun

Zhang Zhihao

Xiang Jinyong

sentiment analysis

personality

word2vec

long and short memory network

classifier fusion

No. 2, 2020 : 342-346 doi:10.19734/j.issn.1001-3695.2018.07.0521

13

Target-specific sentiment analysis based on CRT mechanism hybrid neural network

基于CRT机制混合神经网络的特定目标情感分析

Meng Wei

Wei Yongqing

Liu Wenfeng

target-specific sentiment analysis

natural language processing

deep learning

convolutional neural network(CNN)

long short-term memory network(LSTM)

No. 2, 2020 : 360-364 doi:10.19734/j.issn.1001-3695.2018.08.0538

14

Research on author identity recognition of Chinese microblog based on deep learning

基于深度学习的中文微博作者身份识别研究

Xu Xiaolin

Cai Manchun

Lu Tianliang

author identification

LSTM

CNN

automatic feature extraction

No. 1, 2020 : 16-18,25 doi:10.19734/j.issn.1001-3695.2018.05.0486

15

Question classification based on MAC-LSTM

基于MAC-LSTM的问题分类研究

Yu Bengong

Xu Qingtang

Zhang Peihang

question and answering

question classification

attention mechanism

interrogative attention mechanism

convolutional neural networks

LSTM

No. 1, 2020 : 40-43 doi:10.19734/j.issn.1001-3695.2018.05.0452

16

Sentiment classification depth model based on word2vec and bi-directional LSTM

基于word2vec和双向LSTM的情感分类深度模型

Huang Xianying

Liu Guangfeng

Liu Xiaoyang

Yang Anzhi

text classification

sentiment analysis

Bi-LSTM

word embedding

social network

No. 12, 2019 : 3583-3587,3596 doi:10.19734/j.issn.1001-3695.2018.08.0599

17

Research on entity recognition and knowledge graph construction based on electronic medical records

基于电子病历的实体识别和知识图谱构建的研究

Huang Mengxing

Li Menglong

Han Huirui

entity recognition

entity relation

BiLSTM

knowledge graph

No. 12, 2019 : 3735-3739 doi:10.19734/j.issn.1001-3695.2018.07.0414

18

Dynamic gesture recognition based on wide residual networks and long short-term memory networks

融合宽残差和长短时记忆网络的动态手势识别研究

Liang Zhijie

Liao Shengbin

gesture recognition

3D convolutional neural networks

long short-term memory networks

wide residual networks

No. 12, 2019 : 3846-3852 doi:10.19734/j.issn.1001-3695.2018.07.0429

19

Research of endangered languages speech recognition based on dynamic BLSTM and CTC

基于动态BLSTM和CTC的濒危语言语音识别研究

Yu Chongchong

Chen Yunbing

Sun Qinyao

Liu Chang

Xu Shixuan

Yin Weibin

endangered languages speech recognition

end to end

dynamic bi-directional long short-term memory network

connectionist temporal classification model

No. 11, 2019 : 3334-3337 doi:10.19734/j.issn.1001-3695.2018.05.0291

20

Joint learning method based on BLSTM for Chinese word segmentation

一种基于双向LSTM的联合学习的中文分词方法

Zhang Dengyi

Hu Si

Xu Aiping

Chinese word segmentation

large-scale corpora

joint learning

bi-directional long short-term memory neural network model

No. 10, 2019 : 2920-2924 doi:10.19734/j.issn.1001-3695.2018.03.0239

21

Feature extraction and prediction of QAR data based on CNN-LSTM

基于CNN-LSTM的QAR数据特征提取与预测

Zhang Peng

Yang Tao

Liu Yanan

Fan Zhiyong

Duan Zhaobin

deep learning

CNN(convolutional neural network)

LSTM(long short-term memory)

feature extraction

time series prediction

No. 10, 2019 : 2958-2961 doi:10.19734/j.issn.1001-3695.2018.04.0214

22

Terminology extraction for new energy vehicle based on BLSTM_attention_CRF model

基于BLSTM_attention_CRF模型的新能源汽车领域术语抽取

Ma Jianhong

Zhang Yamei

Yao Shuang

Zhang Bingfei

Guo Changhong

domain term extraction

attention mechanism

bidirectional long short-term memory

conditional random fields

dictionary

rules

No. 5, 2019 : 1385-1389,1395 doi:10.19734/j.issn.1001-3695.2017.11.0741

23

Prediction method of supply and demand for online car based on recurrent neural networks

基于recurrent neural networks的网约车供需预测方法

An Lei

Zhao Shuliang

Wu Yongliang

Chen Runzi

Li Jiaxing

long short-term memory recurrent neural networks

online car

traffic optimization

TensorFlow

deep learning

No. 3, 2019 : 756-761 doi:10.19734/j.issn.1001-3695.2017.10.0979