Searchclassification algorithmreturned 31 results

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1

Graph diffusion node classification algorithm based on Ollivier-Ricci curvature

基于Ollivier-Ricci曲率的图扩散节点分类算法

Sun Ning

Li Yinxuan

Zhang Shuai

Tang Xuan

Wei Xian

graph neural network

graph diffusion

Ollivier-Ricci curvature

node classification

No. 1, 2025 : 165-170 doi:10.19734/j.issn.1001-3695.2024.06.0192

2

Survey of online ensemble classification algorithms for complex data streams

复杂数据流在线集成分类算法综述

Li Chunpeng

Han Meng

Meng Fanxing

He Feifei

Zhang Ruihua

online learning

ensemble learning

concept drift

imbalance

No. 3, 2024 : 641-651 doi:10.19734/j.issn.1001-3695.2023.06.0291

3

Imbalanced drift data stream classification algorithm based on incremental weight

基于增量加权的不平衡漂移数据流分类算法

Cai Bo

Zhang Haiqing

Li Daiwei

Xiang Xiaoming

Yu Xi

Deng Junyu

data streams

imbalance data

concept drift

incremental weight

ensemble learning

No. 3, 2024 : 854-860 doi:10.19734/j.issn.1001-3695.2023.08.0330

4

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

5

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

6

Bionic pattern classification algorithm for hypersphere coverage based on improved ISODATA

基于改进的ISODATA的超球覆盖仿生模式分类算法

Liu Liping

Feng Qingxian

Yu Zhibin

hypersphere coverage

weighted Mahalanobis distance

local outlier factor

self organizing data analysis

no retraining

No. 3, 2023 : 689-695 doi:10.19734/j.issn.1001-3695.2022.07.0405

7

Improved CXR image classification algorithm based on XDense-RC-net

基于XDense-RC-net的CXR图像分类算法

Cheng Wenjuan

Yu Guoqing

CXR image

image classification

XDense-RC-net

attention mechanism

No. 12, 2022 : 3803-3807 doi:10.19734/j.issn.1001-3695.2022.04.0213

8

RA-GCN: text classification algorithm suppressing over-smoothing phenomenon

RA-GCN：抑制过平滑现象的文本分类算法

Su Fanjun

Ma Mingxu

Tong Guoxiang

text classification

graph convolutional network

over-smoothing

attention mechanism

No. 8, 2022 : 2403-2408 doi:10.19734/j.issn.1001-3695.2022.02.0037

9

Multi-label classification algorithm based on bidirectional mapping learning

基于双向映射学习的多标签分类算法

Wang Qingpeng

Gao Qingwei

Lu Yixiang

Sun Dong

multi-label learning

bidirectional mapping

label correlation

instance correlation

kernel mapping

No. 4, 2022 : 1030-1036 doi:10.19734/j.issn.1001-3695.2021.10.0406

10

Boosting-based iterative weighted ensemble classification algorithm

基于Boosting的迭代加权集成分类算法

Du Shiyu

Han Meng

Shen Mingyao

Zhang Chunyan

Sun Rui

data streams

classification algorithm

ensemble learning

Boosting

No. 4, 2021 : 1038-1043 doi:10.19734/j.issn.1001-3695.2020.04.0101

11

Multi-scale classification algorithm

多尺度分类挖掘算法

Zhang Lulu

Zhao Shuliang

Tian Zhenzhen

Chen Runzi

multi-scale

disagreement measure

scale conversion

multi-scale classification mining

Q statistics

No. 2, 2021 : 414-420 doi:10.19734/j.issn.1001-3695.2020.01.0007

12

SVM classification algorithm based on ML loss

基于ML loss的SVM分类算法

Xu Longfei

Yu Jinming

SVM(support vector machine)

loss function

noise

pinball

LS

ML loss

MLSVM

No. 2, 2021 : 435-439 doi:10.19734/j.issn.1001-3695.2019.12.0666

13

Binary tree multi-classification algorithm based on weighted fuzzy membership

基于加权模糊隶属度的二叉树多分类算法

Shen Yang

Dai Yueming

binary tree

support vector machine

fuzzy membership degree

fuzzy support vector machine

multi-classification algorithm

No. 11, 2020 : 3281-3286 doi:10.19734/j.issn.1001-3695.2019.04.0254

14

Sensitive attribute recognition and classification algorithm for structure dataset

面向结构化数据集的敏感属性识别与分级算法

He Wenzhu

Peng Changgen

Wang Maoni

Ding Xing

Fan Meimei

Ding Hongfa

privacy protection

sensitive attribute identification and classification

maximum entropy

association rule

mutual information

No. 10, 2020 : 3077-3082 doi:10.19734/j.issn.1001-3695.2019.05.0187

15

Label-correlation based multi-label classification algorithm with label-specific features

基于标签相关性的类属属性多标签分类算法

Mu Jiapeng

Cai Jian

Yu Mengchi

Xu Jian

label correlation

label-specific features

multi-label learning

No. 9, 2020 : 2656-2658,2673 doi:10.19734/j.issn.1001-3695.2019.04.0118

16

Adaptive SSLBoost classification algorithm based on triple set constraints

三重集约束下的自适应SSLBoost分类方法

Yuan Xin

Wang Zhenyou

Boosting algorithm

space stability point

triple set constraints

gradient descent

balanced function

No. 8, 2020 : 2376-2380 doi:10.19734/j.issn.1001-3695.2019.03.0037

17

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

18

Transductive zero-shot classification algorithm for remote sensing image scenes

直推式遥感图像场景零样本分类算法

Wu Chen

Yuan Yuwei

Wang Hongwei

Liu Yu

Liu Sitong

Quan Jicheng

remote sensing scene classification

transductive zero-shot classification

Sammon embedding

spectral clustering

No. 5, 2020 : 1597-1600 doi:10.19734/j.issn.1001-3695.2018.12.0915

19

Crowdsourcing data classification algorithm via K-nearest neighbor

基于K近邻的众包数据分类算法

Li Jiaye

Yu Hao

crowdsourcing data

quality control

K-nearest neighbor voting

majority voting

No. 4, 2020 : 973-976 doi:10.19734/j.issn.1001-3695.2018.09.0736

20

Airborne LiDAR point clouds classification algorithm for urban classification using neural network

利用神经网络的城区机载激光雷达点云分类算法

Shi Xiaosong

Cheng Yinglei

Zhao Zhongyang

neural network

(light detection and ranging) LiDAR

data compression

neighborhood feature extraction

point clouds classification

No. 4, 2020 : 1256-1260 doi:10.19734/j.issn.1001-3695.2018.10.0783

21

Image classification algorithm based on feature recalibration GAN

基于特征重标定生成对抗网络的图像分类算法

Jiang Daihong

Zhang Sanyou

Liu Qikai

generative adversarial network(GAN)

image classification

feature recalibration

deep learning

No. 3, 2020 : 932-935 doi:10.19734/j.issn.1001-3695.2018.08.0668

22

Study on classification algorithm of arrhythmia signals based on machine learning

基于机器学习的心律失常信号分类算法研究

Liu Teng

Tang Hong

Zhang Shibing

arrhythmia signal

classification and identification

wavelet transform

softmax regression

deep neural network

No. 3, 2020 : 940-943 doi:10.19734/j.issn.1001-3695.2018.07.0545

23

IDS classification algorithm based on fuzzy SVM model

基于模糊SVM模型的入侵检测分类算法

Wang Sheng

Jin Zhigang

fuzzy

SVM

IDS

classification

No. 2, 2020 : 501-504 doi:10.19734/j.issn.1001-3695.2018.08.0565

24

Real-time classification algorithm of remote sensing images based on ant colony optimization algorithm and independent feature sets

基于蚁群优化与独立特征集的遥感图像实时分类算法

Zhao Fang

Suo Yan

Peng Ziran

artificial intelligence

feature abstraction

remote sensing image

computational efficiency

ant colony optimization algorithm

extreme learning machine

No. 2, 2020 : 573-577 doi:10.19734/j.issn.1001-3695.2018.06.0574

25

Summarization of data stream ensemble classification algorithm

数据流集成分类算法综述

Xu Guanying

Han Meng

Wang Shaofeng

Jia Tao

data stream classification

ensemble learning

concept drift

No. 1, 2020 : 1-8,15 doi:10.19734/j.issn.1001-3695.2018.09.0510

26

Research on multi-model classification algorithm based on weight distribution

基于权值分布的多模型分类算法研究

Jiang Mengying

Lin Xiaozhu

Ke Yan

Wei Zhanhong

convolutional neural network

multi-model fusion

feature vector

feature extraction

weight distribution

No. 1, 2020 : 313-316 doi:10.19734/j.issn.1001-3695.2018.05.0506

27

Naive Bayes classification algorithm based on improved feature weighting

基于改进特征加权的朴素贝叶斯分类算法

Ding Yue

Wang Xueming

text classification

naive Bayes

Jensen-Shannon divergence

word frequency

document frequency

class frequency

No. 12, 2019 : 3597-3600,3627 doi:10.19734/j.issn.1001-3695.2018.07.0426

28

Accurate distributed fuzzy KNN classification algorithm for big data

大数据下的分布式精确模糊KNN分类算法

Zou Jinsong

Li Fang

big data

distributed Spark framework

class membership degree

fuzzy-KNN algorithm

No. 12, 2019 : 3701-3704 doi:10.19734/j.issn.1001-3695.2018.04.0373

29

Intelligent face recognition algorithm based on spectral feature extraction and linear regression classification

基于谱域特征提取与线性回归分类的智能人脸识别算法

Chen Wenbin

Zeng Lulin

face recognition

linear regression

fast Fourier transform

classification algorithm

spectral domain feature

No. 10, 2019 : 3116-3120 doi:10.19734/j.issn.1001-3695.2018.04.0336

30

Image target classification algorithm based on adaptive false nearest neighbors method for convolution nerve network optimization

利用自适应假近邻方法优化卷积神经网络的图像目标分类算法

Huang Zhen

Li Zhihao

Yuan Yi

Ruan Wenhui

convolutional neural network

false nearest neighbors

target classification

moment pooling

sparse filtering

No. 10, 2019 : 3137-3141 doi:10.19734/j.issn.1001-3695.2018.05.0339

31

Moving object detection and tracking based on composite dynamic model and evidential fusion framework

基于复合动态模型和证据融合架构的移动物体检测与跟踪方法

Cheng Wei

Wu Haibin

Zheng Hongqing

detection and tracking of moving object

multiple-sensor system

classification algorithms

composite dynamic model

evidential fusion framework

No. 10, 2019 : 3187-3191 doi:10.19734/j.issn.1001-3695.2018.04.0281