SearchLSreturned 180 results

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1

Research on electronic health record data generation for diffusion models

面向扩散模型的电子健康档案数据生成研究综述

Wei Bolun

Zhang Xiankun

diffusion models

data generation

electronic health records

generative models

Accepted Paper No. 12, 2024 : doi:10.19734/j.issn.1001-3695.2024.04.0122

2

Vehicle route optimization of heterogeneous fleet electric for multicenter semi-open urban logistics

多中心半开放式城市物流异构电动车辆路径优化

Chu Liangyong

Wang Jianing

Ding Jingru

vehicle path problem

Heterogeneous vehicle models

electric logistics

improved genetic-simulated annealing algorithm

Accepted Paper No. 12, 2024 : doi:10.19734/j.issn.1001-3695.2024.06.0149

3

Multi-view clustering with self-supervised learning guided by multi-angle semantic labels

多角度语义标签引导的自监督多视图聚类

Liu Yuan

An Junxiu

Yang Linwang

multi-view clustering

unsupervised learning

contrastive learning

deep clustering.

Accepted Paper No. 11, 2024 : doi:10.19734/j.issn.1001-3695.2024.04.0082

4

Intention recognition accuracy enhancing method for large language model

大语言模型领域意图的精准性增强方法

Ren Yuankai

Xie Zhenping

knowledge Q&A with large language models

intent recognition accuracy enhancement

domain knowledge integration

feedback learning from GPT

No. 10, 2024 : 2893-2899 doi:10.19734/j.issn.1001-3695.2024.02.0022

5

Three-level joint prompt-tuning implicit sentiment analysis method incorporating LLMs

融合大语言模型的三级联合提示隐式情感分析方法

Zhang Xiaoyan

Yan Zhuang

implicit sentiment analysis

prompt tuning

large language models

multi-level reasoning

No. 10, 2024 : 2900-2905 doi:10.19734/j.issn.1001-3695.2024.01.0021

6

Seed scheduling algorithm for fuzzing stateful protocols

有状态协议模糊测试的种子调度算法

Xie Yuhao

Xu Xianghua

fuzz testing

grey box

protocol testing

vulnerability mining

No. 10, 2024 : 3119-3123 doi:10.19734/j.issn.1001-3695.2024.01.0053

7

Optimization and deployment planning of multi RIS assisted in vehicle communication signals

多RIS辅助车载通信信号优化及部署规划

Chen Fatang

Wang Jiacheng

Liu Zuo

uniform speed

Doppler spread

time delay spread

received signal-to-noise ratio

reconfigurable intelligence surface(RIS)

No. 10, 2024 : 3129-3134 doi:10.19734/j.issn.1001-3695.2024.02.0041

8

Non-smooth floorplanning method based on conjugate sub-gradient algorithm

一种基于共轭次梯度算法的非光滑布图规划方法

Sun Jian

Xu Ning

Wu Jian

Zhu Zhanyang

Chen Yu

Hu Jianguo

VLSI

floorplanning

non-smooth optimization

fixed-outline

conjugate sub-gradient algorithm

No. 9, 2024 : 2751-2757 doi:10.19734/j.issn.1001-3695.2023.12.0628

9

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

10

Fault diagnosis of discrete event systems with unknown models

模型未知的离散事件系统故障诊断方法

Zhang Zhiheng

Wang Deguang

discrete event systems

fault diagnosis

active learning

abstract technology

fault features

No. 4, 2024 : 1008-1014 doi:10.19734/j.issn.1001-3695.2023.08.0372

11

ECG-based emotion recognition based on contrastive learning

基于对比学习的心电信号情绪识别方法

Long Jinyi

Fang Jinglong

Liu Siwei

Wu Hanrui

Zhang Jia

electrocardiogram signal

emotion recognition

contrastive learning

self-supervised learning

deep learning

physiological signals

data augmentation

self-attention mechanism

No. 4, 2024 : 1123-1130 doi:10.19734/j.issn.1001-3695.2023.07.0354

12

Privacy preserving algorithm in indoor localization of multilevel sensitive areas

多级敏感区域室内定位中的隐私保护算法

Song Weiran

Huang Xinyi

Le Yanfen

location privacy

Bloom filter

Paillier homomorphic encryption

false positive probability

No. 4, 2024 : 1184-1190 doi:10.19734/j.issn.1001-3695.2023.06.0349

13

Design of depthwise separable neural network models and hardware accelerator for small-scale edge computing

面向小型边缘计算的深度可分离神经网络模型与硬件加速器设计

Meng Qunkang

Li Qiang

Zhao Feng

Zhuang Li

Wang Qiulin

Chen Kai

Luo Jun

Chang Sheng

edge computing

depthwise separable convolution

pipelined deployment

hardware accelerator

FPGA

No. 3, 2024 : 861-865,879 doi:10.19734/j.issn.1001-3695.2023.07.0335

14

Combining adversarial training and feature mixing for siamese network defense models

结合对抗训练和特征混合的孪生网络防御模型

Zhang Xinjun

Cheng Yuqing

siamese neural network

image classification

adversarial examples

adversarial train

attention mechanism

feature blending

No. 3, 2024 : 905-910 doi:10.19734/j.issn.1001-3695.2023.07.0318

15

Three-dimensional human motion prediction combining spatiotemporal graph convolutional networks and non-autoregressive models

融合时空图卷积网络与非自回归模型的三维人体运动预测

Liu Yisong

Gao Hanlu

Cai Kaixiang

human motion prediction

non-autoregressive

graph convolutional network

No. 3, 2024 : 956-960 doi:10.19734/j.issn.1001-3695.2023.07.0323

16

State relationships incorporated knowledge tracing model

融合状态关系的知识追踪模型

Zhang Kai

Ji Tao

Kuang Ying

knowledge tracing

concept

concept state

knowledge state

diffusion models

No. 12, 2023 : 3621-3627,3635 doi:10.19734/j.issn.1001-3695.2023.04.0155

17

Collision tree algorithm of RFID parallel identification based on Walsh code

基于Walsh码的RFID并行识别碰撞树算法

Luo Xuan

Jia Xiaolin

Gu Yajun

radio frequency identification

Walsh synchronous orthogonal code

collision tree protocol

parallel recognition

anti-collision

No. 12, 2023 : 3651-3654 doi:10.19734/j.issn.1001-3695.2023.04.0138

18

Character distance clustering-based classification algorithm for unknown industrial control protocols

基于字符距离聚类的未知工控协议分类方法

Tu Yachun

Xu Chi

Du Xinyi

Wang Yitian

Xia Changqing

Jin Xi

industrial control protocol

protocol classification

character distance

K-means clustering

No. 12, 2023 : 3696-3700,3705 doi:10.19734/j.issn.1001-3695.2023.04.0179

19

Optimal UAV assisted for failure terminal data collection strategy of smart grid

无人机辅助智能电网故障终端数据采集优化策略

Nie Yongquan

Li Jianshe

He Yubin

Ma Guang

Zhou Huafeng

Wang Xiaolin

Zhang Shipeng

smart grid

massive terminals

edge computing

UAV

optimization

No. 12, 2023 : 3723-3727 doi:10.19734/j.issn.1001-3695.2023.02.0110

20

Positive and negative samples allocation algorithm for object detection models incorporating ratio-prior and loss-aware

融合比例先验和损失感知的目标检测模型的正负样本分配算法

Zhuang Xujun

Zuo Huahong

Han Ping

object detection

positive and negative samples

aspect ratio

loss-aware

self-adaptive

No. 10, 2023 : 3194-3200 doi:10.19734/j.issn.1001-3695.2023.01.0013

21

Conflict-free path planning for multi-AGV in automated terminals based on improved CBS algorithm

基于改进CBS算法的自动化码头多AGV无冲突路径规划

Zhou Xinci

Zhu Jin

automated terminals

multi-AGV

multi-intelligent path planning

conflict-based search algorithm

No. 9, 2023 : 2621-2625,2632 doi:10.19734/j.issn.1001-3695.2023.02.0036

22

Joint model of intent detection and slot filling based on fine-grained information integration

基于细粒度信息集成的意图识别和槽填充联合模型

Zhou Tianyi

Fan Yongquan

Du Yajun

Li Xianyong

intent detection

slot filling

joint model

Bi-LSTM

No. 9, 2023 : 2669-2673 doi:10.19734/j.issn.1001-3695.2023.01.0015

23

Safe transmission scheme of physical layer for intelligent reflecting surface assisted unmanned aerial vehicle

智能反射面辅助无人机的物理层安全传输方案

Dai Qiuxiang

Xiao Hailin

Zhang Zhongshan

Zhang Yuejun

unmanned aerial vehicle(UAV)

intelligent reflective surface(IRS)

physical layer security(PLS)

average secrecy rate

No. 9, 2023 : 2798-2802 doi:10.19734/j.issn.1001-3695.2022.12.0827

24

Blind image super-resolution reconstruction based on degradation aware and sequence residuals

基于退化感知和序列残差的图像盲超分辨率重建

Liu Xin

Tang Hongmei

Xi Jianrui

Liang Chunyang

blind super-resolution

deep learning

degradation aware

sequence residuals

No. 9, 2023 : 2869-2874 doi:10.19734/j.issn.1001-3695.2022.12.0810

25

Remaining useful life prediction method of aero-engine based on auto-expandable LSTM model

基于可自动扩展的LSTM模型的航空发动机剩余寿命预测方法

Hu Likun

He Xujie

Yin Linfei

remaining useful life prediction

automatic expansion

aero-engines

long-short term memory network

submodule cascade

No. 8, 2023 : 2311-2322 doi:10.19734/j.issn.1001-3695.2023.01.0010

26

Medical image fusion based on rolling guide filter and adaptive PCNN in NSCT domain

基于NSCT域滚动引导滤波与自适应PCNN的医学图像融合

Di Jing

Guo Wenqing

Liu Jizhao

Lian Jing

Ren Li

medical image fusion

non-subsampled contourlet transform

phase consistency

rolling guidance filtering

adaptive dual-channel pulse coupled neural network

No. 8, 2023 : 2520-2525,2530 doi:10.19734/j.issn.1001-3695.2022.12.0643

27

Application of IGF+Bi-LSTM algorithm in ECG classification

基于IGF+Bi-LSTM算法的心电信号分类

Song Chaoyang

Liu Zhen

Shi Manman

Zhang Jingxiang

Bi-LSTM

gradient feature

data fusion

improved B-distance

electrocardiogram signal

No. 7, 2023 : 2117-2123 doi:10.19734/j.issn.1001-3695.2022.10.0637

28

Federated gradient boosting decision tree for non-IID dataset

面向非独立同分布数据的联邦梯度提升决策树

Zhao Xue

Li Xiaohui

federated learning

gradient boosting decision tree

non-independent and identical distribution(non-IID)

locality sensitive hash(LSH)

No. 7, 2023 : 2184-2191 doi:10.19734/j.issn.1001-3695.2022.12.0764

29

Misaligned over-the-air computation based on GAMP-MAP estimator

基于GAMP-MAP估计器的非对齐空中计算

Liu Min

Sun Chaochao

Zhang Ting

Peng Yuan

misaligned over-the-air computation

generalized approximate message passing

maximum a posteriori estimator

multiple access channels

No. 6, 2023 : 1812-1816,1824 doi:10.19734/j.issn.1001-3695.2022.11.0563

30

PLSR:weakly supervised instance segmentation via pseudo-label self-refinement

基于伪标签自细化的弱监督实例分割

Wu Shike

Liang Yuqi

instance segmentation

weakly supervised learning

image-level label

visual understanding

No. 6, 2023 : 1882-1887 doi:10.19734/j.issn.1001-3695.2022.10.0477

31

Trust region pseudo-labels strategy for semi-supervised 3D object detection

基于置信域伪标签策略的半监督三维目标检测

Yang Dedong

Ge Haoran

An Yunnan

point cloud

object detection

semi-supervised

pseudo-labels

Transformer

No. 6, 2023 : 1888-1893,1899 doi:10.19734/j.issn.1001-3695.2022.09.0487

32

Semi-supervised text classification algorithm with data augmentation and similar pseudo-labels

基于数据增强和相似伪标签的半监督文本分类算法

Sheng Xiaohui

Shen Hailong

semi-supervised learning

text classification

data augmentation

similar pseudo-label

No. 4, 2023 : 1019-1023,1051 doi:10.19734/j.issn.1001-3695.2022.08.0412

33

Dynamic multi-objective optimization method based on hybrid prediction strategy and improved social learning optimization algorithm

基于混合预测策略与改进社会学习优化算法的动态多目标优化方法

Zhang Jie

Ma Feifei

Zheng Hedan

Liu Zhizhong

dynamic multi-objective optimization

mixed prediction strategy

representative individuals

inflection point

social learning optimization algorithm

No. 4, 2023 : 1101-1107,1118 doi:10.19734/j.issn.1001-3695.2022.08.0453

34

Locality sensitive discriminative broad learning system for hyperspectral image classification

基于局部敏感判别宽度学习的高光谱图像分类

Cao Heling

Song Changlong

Chu Yonghe

broad learning system(BLS)

hyperspectral image(HSI)

inter-class manifold structure

intra-class manifold structure

No. 4, 2023 : 1239-1245,1262 doi:10.19734/j.issn.1001-3695.2022.07.0391

35

Virtual machine fault prediction model based on dynamic sliding window multi-channel Bi-LSTM in cloud environment

云环境下基于动态滑动窗口多通道Bi-LSTM的虚拟机故障预测模型

Wang Kaifang

Jiang Ying

virtual machine

fault prediction

dynamic sliding window

multi-channel

Bi-LSTM

No. 3, 2023 : 855-862 doi:10.19734/j.issn.1001-3695.2022.07.0395

36

Changelog topic learning model with attention mechanism and siamese neural network

融合注意力机制与孪生神经网络的更新日志主题学习模型

Zhang Xin

Huang Wenchao

Xiong Yan

changelog

siamese neural network

attention mechanism

Bi-LSTM

No. 2, 2023 : 349-353,393 doi:10.19734/j.issn.1001-3695.2022.07.0350

37

Multi-granularity relation detection incorporating global-local features

融合全局—局部特征的多粒度关系检测模型

Qiu Wanchun

Xu Jian

relation detection

attention mechanism

Bi-LSTM

KBQA

No. 2, 2023 : 476-480 doi:10.19734/j.issn.1001-3695.2022.07.0330

38

UAV secure communication optimization design under probabilistic line-of-sight air-ground channels

概率视距空地信道下的无人机安全通信优化设计研究

Xu Yuxuan

Cui Miao

Zhang Guangchi

Chen Wei

UAV communication

3D trajectory

user scheduling

secrecy rate

probabilistic LoS channel

No. 2, 2023 : 554-560 doi:10.19734/j.issn.1001-3695.2022.05.0308

39

Named entity recognition in motor field based on BERT and multi-window gated CNN

基于BERT和多窗口门控CNN的电机领域命名实体识别

Zhang Zhiyuan

Sun Shuihua

Xu Shi'ao

Xu Fan

Liu Jianhua

named entity recognition

motor field

BERT model

multi-window gated CNN

BiLSTM model

No. 1, 2023 : 107-114 doi:10.19734/j.issn.1001-3695.2022.05.0278

40

DDoS in V2G: intrusion detection based on federated learning and CNN-BiLSTM

V2G网络中基于联邦学习和CNN-BiLSTM的DDoS攻击检测

Lin Zhaoliang

Li Jinguo

Huang Runke

vehicle to grid(V2G)

distributed denial of service(DDoS)

federated learning

CNN-BiLSTM

intrusion detection

privacy

No. 1, 2023 : 272-277 doi:10.19734/j.issn.1001-3695.2022.06.0265

41

Chinese aspect-based sentiment analysis integrating sentiment and topic information

融入情感和话题信息的中文方面级情感分析

Zhou Faguo

Sun Dongxue

aspect-based sentiment classification

graph convolutional network

social network

sentiment dictionary

double channels of char and word

multi-dimensional fusion

topic

No. 12, 2022 : 3614-3619,3625 doi:10.19734/j.issn.1001-3695.2022.05.0236

42

Duplicate bug report detection combining D_BBAS method

一种融合D_BBAS方法的重复缺陷报告检测

Zeng Fang

Xie Qi

Cui Mengtian

duplicated bug report

BERT

Doc2vec

BiLSTM-attention neural network

No. 12, 2022 : 3736-3742 doi:10.19734/j.issn.1001-3695.2022.05.0241

43

Word DGA domain name detection method based on ON-LSTM and self-attention mechanism

基于ON-LSTM与自注意力机制的单词DGA域名检测方法

Liu Liting

Ou Yuyi

Ling Jie

word DGA domain name detection

feature extraction

deep learning

ordered neurons long short-term memory neural network

self-attention mechanism

No. 12, 2022 : 3781-3785 doi:10.19734/j.issn.1001-3695.2022.03.0204

44

Summary of analysis and solution of multi-variate execution false alarm

多变体执行误报问题分析与解决方法综述

Xi Ruicheng

Zhang Zheng

Zhu Pengzhe

Liu Zijing

multi-variant execution

security judgment

inconsistent variables

systematic false alarm

No. 10, 2022 : 2907-2915 doi:10.19734/j.issn.1001-3695.2022.02.0093

45

Multi-path routing strategy of UAV Ad hoc network based on OLSR protocol

基于OLSR协议的无人机自组网多径路由策略

Yao Yukun

Zhang Benjun

Ren Lidan

UAV Ad hoc network(UANET)

OLSR

multi-indicator and multi-path

HELLO message

TC message

No. 10, 2022 : 3114-3118 doi:10.19734/j.issn.1001-3695.2022.03.0104

46

Cross-domain feature learning method for motor imagery EEG signals

运动想象脑电信号的跨域特征学习方法

Wei Hongyu

Chen Lifei

Luo Tianjian

motor imagery

EEG signal

cross-domain feature learning

domain adaptation

covariance alignment

No. 8, 2022 : 2340-2346,2351 doi:10.19734/j.issn.1001-3695.2022.01.0016

47

Vertical handoff algorithm based on mobile user location prediction

基于移动用户位置预测的垂直切换算法

Meng Lei

Tang Xin

Xu Yanyan

vertical switching

LSTM

fuzzy logic

heterogeneous network

No. 8, 2022 : 2438-2442 doi:10.19734/j.issn.1001-3695.2022.01.0007

48

Review of salient object detection: models, applications and prospects

显著性物体检测研究综述：方法、应用和趋势

Li Wanrong

Xu Dan

Shi Jinlong

Huang Shucheng

salient object detection

visual attention

eye fixation prediction

object proposal

deep learning

weak supervision learning

No. 7, 2022 : 1941-1950 doi:10.19734/j.issn.1001-3695.2021.12.0645

49

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

50

Parallel dual audio fingerprinting based on spatially adaptive hashing algorithms

基于空间自适应哈希算法的并行双音频指纹技术

Huang Yiying

Deng Kaifa

Wu Chunxue

audio fingerprint

parallel dual audio

Walsh-Hadamard transformation

spatial adaptive hash matching(SAH)

spectrum segmentation

No. 7, 2022 : 2076-2080,2086 doi:10.19734/j.issn.1001-3695.2021.12.0672