Search Result

1

Malicious URL detection framework based on EMO-GAN

基于EMO-GAN的恶意URL检测框架

Geng Haijun

Wei Chao

Hu Zhiguo

Guo Xiaoying

Chi Haotian

Yang Jing

malicious URL

extremely randomized trees

semi-supervised learning

GAN

online learning

No. 2, 2025 : 582-591 doi:10.19734/j.issn.1001-3695.2024.04.0212

2

Semi-supervised 3D object detection based on mining valuable potential samples

基于潜在有价值样本挖掘的半监督三维目标检测

Sun Lihui

Li Jialin

Liu Xia

object detection

semi-supervised

dense pseudo-labels

threshold

soft pseudo-labels

No. 2, 2025 : 612-617 doi:10.19734/j.issn.1001-3695.2024.04.0169

3

Semi-supervised under-sampling method for anomaly detection of industrial control data with class imbalance and overlap

面向类不平衡和重叠的工控数据异常检测的半监督欠采样方法

Gu Zhaojun

Yang Xueying

Sui He

Zhang Yinuo

industrial control system

class imbalance

class overlap

semi-supervised learning

anomaly detection

No. 1, 2025 : 156-164 doi:10.19734/j.issn.1001-3695.2024.06.0195

4

Semi-supervised hypergraph node classification based on dynamic hypergraph wavelet neural network

基于动态超图小波神经网络的半监督超图节点分类

Pang Jun

Cheng Jun'ao

Lin Xiaoli

Wang Mengxiang

hypergraph

semi-supervised learning

node classification

wavelet transform

No. 12, 2024 : 3735-3741 doi:10.19734/j.issn.1001-3695.2024.05.0129

5

Deep active semi-supervised clustering model

基于主动学习的深度半监督聚类模型

Fu Yanyan

Huang Ruizhang

Xue Jingjing

Ren Lina

Chen Yanping

Lin Chuan

deep semi-supervised clustering

active learning

marginal text

No. 10, 2024 : 2955-2961 doi:10.19734/j.issn.1001-3695.2024.01.0025

6

Deep semi-supervised learning approach for few-shot segmentation of surface defects on metal workpieces

基于深度半监督学习的小样本金属工件表面缺陷分割

Xu Xingyu

Zhong Yuzhong

Tu Haiyan

Dian Songyi

semi-supervised learning

surface defect detection

image segmentation

few-shot

data augmentation

No. 8, 2024 : 2540-2545 doi:10.19734/j.issn.1001-3695.2023.10.0560

7

Semi-supervised log anomaly detection based on bidirectional temporal convolution network

基于双向时间卷积网络的半监督日志异常检测

Yin Chunyong

Kong Xian

log parsing

anomaly detection

semi-supervised learning

bidirectional temporal convolution network

contextual correlation

No. 7, 2024 : 2110-2117 doi:10.19734/j.issn.1001-3695.2023.10.0507

8

Semi-supervised dynamic deep fusion neural network based soft sensor

基于半监督动态深度融合神经网络的软测量

Guo Xiaoping

Chong Jialin

Li Yuan

AutoEncoder

soft sensor

semi-supervised feature extraction

spatiotemporal information

gating neuron

No. 2, 2024 : 521-526 doi:10.19734/j.issn.1001-3695.2023.07.0276

9

Multi-scale audio sequence generation method based on generative adversarial networks and feature fusion

基于生成对抗网络与特征融合的多尺度音频序列生成方法

Xu Huajie

Zhang Bo

audio sequence generation

generative adversarial network

semi-supervised learning

feature fusion

No. 9, 2023 : 2770-2774 doi:10.19734/j.issn.1001-3695.2023.01.0018

10

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

11

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

12

Label propagation clustering algorithm based on improved pairwise constraint expansion

基于改进成对约束扩充的标签传播聚类算法

Wu Yinghao

Liu Hong

Zhang Qishan

semi-supervised clustering

pairwise constraints

label propagation

grey relational analysis

No. 12, 2022 : 3592-3597 doi:10.19734/j.issn.1001-3695.2022.05.0244

13

Abnormal traffic detection algorithm for IoT devices based on ensemble learning

基于集成学习的物联网设备异常流量检测算法

Liu Xiangjun

Jiang Lingyun

botnet

ensemble learning

correlation coefficient

semi-supervised learning

No. 6, 2022 : 1785-1789,1804 doi:10.19734/j.issn.1001-3695.2021.11.0634

14

Semi-supervised federated learning model based on AutoEncoder neural network

基于自编码神经网络的半监督联邦学习模型

Hou Kunchi

Wang Nan

Zhang Kejia

Song Lei

Yuan Qi

Miao Fengjuan

federated learning(FL)

semi-supervised learning

privacy preserving

AutoEncoder neural network

No. 4, 2022 : 1071-1074,1104 doi:10.19734/j.issn.1001-3695.2021.08.0374

15

Semi-supervised fault diagnosis method for chemical process based on TE-DS

基于TE-DS的半监督化工过程故障诊断方法

Liu Jiaren

Song Hong

Li Shuai

Zhou Xiaofeng

Liu Shurui

fault diagnosis

chemical process

semi-supervised learning

dual student model

temporal ensembling

No. 1, 2022 : 84-89 doi:10.19734/j.issn.1001-3695.2021.06.0229

16

Sentiment classification of Khmer sentences based on deep semi-supervised

基于深度半监督的柬语句子级情感分类

Li Chao

Yan Xin

Xu Guangyi

Mo Yuanyuan

Zhou Feng

sentence-level sentiment classification in Khmer

lexicon embedding

CNN

semi-supervision

temporal ensembling model

No. 11, 2021 : 3283-3288 doi:10.19734/j.issn.1001-3695.2021.04.0105

17

Semi-supervised sparse subspace clustering based on label discrimination and local linear reinforcement

标记判别和局部线性强化的半监督稀疏子空间聚类

Zhu Hengdong

Ma Yingcang

subspace clustering

K-nearest neighbor

semi-supervised

sparse

No. 10, 2021 : 3014-3018,3034 doi:10.19734/j.issn.1001-3695.2021.03.0044

18

Improved video surveillance face super-resolution recovery algorithm based on CycleGAN

基于改进CycleGAN的视频监控人脸超分辨率恢复算法

Chen Guiqiang

He Jun

Luo Shunchong

single image super-resolution(SISR)

GAN

CycleGAN

semi-supervised

face super-resolution

No. 10, 2021 : 3172-3176 doi:10.19734/j.issn.1001-3695.2020.11.0434

19

Semi-supervised PolSAR image classification with Tri-training and CV-CNN model

结合Tri-training和CV-CNN的半监督PolSAR图像分类

Xie Wen

Ma Gaini

Zhao Feng

Liu Hanqiang

Zhang Lu

PolSAR image classification

Wishart classifier

Tri-training

complex valued convolutional neural network(CV-CNN)

No. 8, 2021 : 2537-2542 doi:10.19734/j.issn.1001-3695.2020.11.0430

20

Overview of data stream ensemble classification based on supervised and semi-supervised learning

监督与半监督学习下的数据流集成分类综述

Li Xiaojuan

Han Meng

Wang Le

Zhang Ni

Cheng Haodong

data stream

ensemble learning

supervised learning

semi-supervised learning

No. 7, 2021 : 1921-1929 doi:10.19734/j.issn.1001-3695.2020.09.0351

21

Semi-supervised feature extraction method based on LPA-SKFST

LPA-SKFST半监督特征提取方法

Peng Jie

Gong Xiaofeng

Li Jian

KPCA

KFST

LDA

two-way regularization

global structure regularization

solving method of pairwise space

No. 6, 2021 : 1657-1661 doi:10.19734/j.issn.1001-3695.2020.09.0244

22

Research on semi-supervised K-medoids algorithm based on hierarchical strategy

基于层次策略的半监督K-medoids算法研究

Li Le

Wang Fei

K-means

semi-supervised clustering

hierarchical strategy

K-medoids

No. 5, 2021 : 1387-1392 doi:10.19734/j.issn.1001-3695.2020.05.0122

23

Survey of semi-supervised feature selection methods

半监督特征选择综述

Zhang Dongfang

Chen Haiyan

Wang Jiandong

machine learning

semi-supervised learning

feature selection

No. 2, 2021 : 321-329 doi:10.19734/j.issn.1001-3695.2020.01.0001

24

Semi-supervised domain adaptation method based on dropout regularization

基于dropout正则化的半监督域自适应方法

Li Zhiheng

He Jun

Hu Zhaohua

domain adaptation methods

regularization

semi-supervised learning

neural network

No. 2, 2021 : 591-594,599 doi:10.19734/j.issn.1001-3695.2019.11.0650

25

Overview of outlier detection technology

离群点检测技术综述

Mei Lin

Zhang Fengli

Gao Qiang

outlier

deep learning

supervised learning

unsupervised learning

big data

No. 12, 2020 : 3521-3527 doi:10.19734/j.issn.1001-3695.2019.09.0513

26

GAN based on variable loss and manifold regularization

基于可变损失和流形正则化的生成对抗网络

Ding Saisai

Lyu Jia

generative adversarial network(GAN)

local disturbance

variable loss

manifold regularization

semi-supervised

No. 12, 2020 : 3607-3611 doi:10.19734/j.issn.1001-3695.2019.09.0531

27

Research on person re-identification based on deep learning

基于深度学习的行人重识别研究综述

Feng Xia

Du Jiahao

Duan Yinong

Liu Caihua

person re-identification

supervised learning

semi-supervised learning

weakly supervised learning

unsupervised learning

No. 11, 2020 : 3220-3226,3240 doi:10.19734/j.issn.1001-3695.2019.09.0514

28

Semi-supervised node classification based geometric neighbor

基于几何邻居的半监督节点分类

Cheng Tianying

Wang Qian

Yuan Ding

feature representation

node classification

semi-supervised learning

random walk

network analysis

No. 9, 2020 : 2595-2599 doi:10.19734/j.issn.1001-3695.2019.03.0110

29

Semi-supervised spectral clustering based on density adaptive neighbor similarity graph

基于密度自适应邻域相似图的半监督谱聚类

Liu Youchao

Zhang Xihuang

spectral clustering

density adaptive neighbor

similarity graph

semi-supervised learning

No. 9, 2020 : 2604-2609 doi:10.19734/j.issn.1001-3695.2019.04.0113

30

Review of relation extraction

关系抽取综述

Xie Depeng

Chang Qing

relation extraction

supervised relation method

unsupervised relation method

semi-supervised relation method

distant supervision

neural network

joint extraction

No. 7, 2020 : 1921-1924,1930 doi:10.19734/j.issn.1001-3695.2018.12.0923

31

Improved KISSME method for person re-identification based on normality resampling

基于样本正态性重采样的改进KISSME行人再识别算法

Song Lili

Li Bin

Zhao Junya

Liu Guofeng

person re-identification

metric learning

semi-supervised

No. 7, 2020 : 2227-2231 doi:10.19734/j.issn.1001-3695.2019.02.0098

32

Semi-supervised auto-encoder using sparse and label regularizations for classification

稀疏和标签约束半监督自动编码器的分类算法

Wang Huiling

Song Wei

Wang Chenni

classification

sparse regularization

label regularization

auto-encoder

extreme learning machine

No. 9, 2019 : 2613-2617 doi:10.19734/j.issn.1001-3695.2018.02.0147

33

Active error-correcting community discovery algorithm based on semi-supervised clustering

主动纠错式半监督聚类社区发现算法

Zhang Xiankun

Liu Yuanbo

Ren Jing

Zhang Gaozhen

active learning

error correction semi-supervised community discovery

K-means algorithm

constraints in pairs

No. 9, 2019 : 2631-2635,2660 doi:10.19734/j.issn.1001-3695.2018.03.0162

34

Question pattern extraction based on sentence2vec and semi-supervised algorithm for Chinese Q&A

基于sentence2vec与半监督算法的中文问答提问模式抽取

Zhang Jinren

Zhang Yun

Wang Yu

relation extraction

question pattern

conditional random field(CRF)

Bootstrapping

sentence2vec

No. 7, 2019 : 2035-2039 doi:10.19734/j.issn.1001-3695.2018.01.0020

35

Self-training semi-supervised classification based on density of data

基于数据密度的半监督自训练分类算法

Ai Zhenpeng

Wang Zhenyou

semi-supervised

self-training

density

classification

No. 4, 2019 : 1072-1074 doi:10.19734/j.issn.1001-3695.2017.12.0753

36

Neighborhood adaptive semi-supervised local Fisher discriminant analysis algorithm

一种邻域自适应半监督局部Fisher判别分析算法

Du Wei

Fang Liqing

Qi Ziyuan

local neighborhood

adaptive

semi-supervised local Fisher discriminant analysis

dimensionality reduction

No. 1, 2019 : 99-102,118 doi:10.19734/j.issn.1001-3695.2017.07.0691

Search 半监督

Search半监督returned 36 results

Malicious URL detection framework based on EMO-GAN

Semi-supervised 3D object detection based on mining valuable potential samples

Semi-supervised under-sampling method for anomaly detection of industrial control data with class imbalance and overlap

Semi-supervised hypergraph node classification based on dynamic hypergraph wavelet neural network

Deep active semi-supervised clustering model

Deep semi-supervised learning approach for few-shot segmentation of surface defects on metal workpieces

Semi-supervised log anomaly detection based on bidirectional temporal convolution network

Semi-supervised dynamic deep fusion neural network based soft sensor

Multi-scale audio sequence generation method based on generative adversarial networks and feature fusion

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

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

Label propagation clustering algorithm based on improved pairwise constraint expansion

Abnormal traffic detection algorithm for IoT devices based on ensemble learning

Semi-supervised federated learning model based on AutoEncoder neural network

Semi-supervised fault diagnosis method for chemical process based on TE-DS

Sentiment classification of Khmer sentences based on deep semi-supervised

Semi-supervised sparse subspace clustering based on label discrimination and local linear reinforcement

Improved video surveillance face super-resolution recovery algorithm based on CycleGAN

Semi-supervised PolSAR image classification with Tri-training and CV-CNN model

Overview of data stream ensemble classification based on supervised and semi-supervised learning

Semi-supervised feature extraction method based on LPA-SKFST

Research on semi-supervised K-medoids algorithm based on hierarchical strategy

Survey of semi-supervised feature selection methods

Semi-supervised domain adaptation method based on dropout regularization

Overview of outlier detection technology

GAN based on variable loss and manifold regularization

Research on person re-identification based on deep learning

Semi-supervised node classification based geometric neighbor

Semi-supervised spectral clustering based on density adaptive neighbor similarity graph

Review of relation extraction

Improved KISSME method for person re-identification based on normality resampling

Semi-supervised auto-encoder using sparse and label regularizations for classification

Active error-correcting community discovery algorithm based on semi-supervised clustering

Question pattern extraction based on sentence2vec and semi-supervised algorithm for Chinese Q&A

Self-training semi-supervised classification based on density of data

Neighborhood adaptive semi-supervised local Fisher discriminant analysis algorithm