Searchsemi-supervised learningreturned 17 results

---

1

Semi-supervised density clustering algorithm based on water wave propagation characteristics

基于水波传播特性的半监督密度聚类算法

Feng Yanchao

Wang Jie

Li Yating

Cai Jianghui

Yang Haifeng

semi-supervised learning

density-based clustering

water wave propagation

constrained optimization

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2025.01.0016

2

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

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 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

6

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

7

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

8

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

9

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

10

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

11

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

12

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

13

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

14

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

15

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

16

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

17

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