Search机器学习returned 42 results

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1

Review of cross-site scripting attack detection and defence techniques

跨站脚本攻击检测与防御技术综述

Wang Lingtong

Wang Huiling

Xu Miao

Qi Xiaolong

XSS attack

machine learning

non-adversarial attack detection

adversarial attack detection

non-adversarial attack defence

No. 3, 2024 : 652-662 doi:10.19734/j.issn.1001-3695.2023.06.0286

2

Virtual network embedding method based on time delay sensing in multi-domain networks

多域网络中基于时延感知的虚拟网络映射方法

Zhao Jihong

Cui Zhaoming

Qu Hua

Zhang Fu

multi-domain networks

virtual network embedding

network function virtualization

machine learning

delay sensing

No. 2, 2024 : 548-552 doi:10.19734/j.issn.1001-3695.2023.06.0251

3

Partially synchronous communication strategy based on Local SGD

基于Local SGD的部分同步通信策略

Wei Yeming

Zheng Meiguang

distributed machine learning

stochastic gradient descent

parameter server

partially synchronization

No. 12, 2023 : 3754-3759 doi:10.19734/j.issn.1001-3695.2023.04.0160

4

Detection of new malicious users in social networks based on adaptive differential graph convolution

基于自适应差异化图卷积的社交网络新增恶意用户检测

Wu Zhenghao

Zeng Guosun

social network

user classification

machine learning

graph neural network

malicious user

No. 9, 2023 : 2820-2825 doi:10.19734/j.issn.1001-3695.2022.12.0835

5

Error prediction for lung CT images nonrigid registration based on machine learning

基于机器学习的肺部CT图像非刚性配准误差预测方法

Liu Yuhang

Hu Jisu

Chen Wenjian

Qian Xusheng

Dai Yakang

Zhou Zhiyong

image registration

registration error prediction

image feature

random forest

No. 6, 2023 : 1850-1856,1869 doi:10.19734/j.issn.1001-3695.2022.09.0488

6

Label proportion learning method combining integrated learning and transfer learning

结合集成学习与迁移学习的标签比例学习方法

Luo Xubin

Liu Bo

machine learning

label proportion learning(LLP)

transfer learning

AdaBoost

No. 5, 2023 : 1422-1427 doi:10.19734/j.issn.1001-3695.2022.09.0481

7

Review of root cause analysis research

根因分析研究综述

Cheng Yan

Wang Lei

Zhao Xiaoyong

root cause analysis

heuristic algorithm

machine learning

deep learning

No. 4, 2023 : 961-966 doi:10.19734/j.issn.1001-3695.2022.07.0450

8

Survey of cellular network fault management framework and methods based on machine learning

基于机器学习的蜂窝网络故障管理框架及方法综述

Lei Zelin

Su Jian

Guo Wei

cellular network

machine learning

fault management

fault detection

fault diagnosis

fault prediction

No. 12, 2022 : 3521-3533 doi:10.19734/j.issn.1001-3695.2022.04.0217

9

Multiple empirical kernel learning based on intra-class variance and locality-sensitive hashing

基于类内方差和位置敏感哈希的多经验核学习

Huang Jinbo

Su Xingwang

Wu Lin

Xu Ruyu

Wang Xiaoming

multiple kernel learning

empirical kernel mapping

pattern recognition

kernel method

machine learning

No. 11, 2022 : 3340-3345 doi:10.19734/j.issn.1001-3695.2022.04.0171

10

Analysis and prediction of multi-type illegal accounts of Ether based on transaction characteristics

基于交易特征对以太网多类型非法账户的分析与预测

Zhou Jian

Yan Shi

Zhang Jie

Huang Shihua

blockchain

machine learning

Ethereum

illegal account

transaction feature

No. 10, 2022 : 2923-2928 doi:10.19734/j.issn.1001-3695.2022.03.0113

11

Sequence generation method based on adaptive learning

基于自适应学习的序列生成方法

Zhang Baoqi

Zhao Shuliang

Zhang Jian

Lyu Xiaofeng

deep learning

machine learning

sequence generation

cooperative training

adversarial learning

No. 7, 2022 : 2081-2086 doi:10.19734/j.issn.1001-3695.2021.12.0681

12

Review of imbalanced data classification methods

不平衡数据集分类方法研究综述

Zhou Yu

Sun Hongyu

Fang Qian

Xia Hao

unbalanced data set

classification

data processing

machine learning

No. 6, 2022 : 1615-1621 doi:10.19734/j.issn.1001-3695.2021.10.0590

13

Survey of SDN traffic engineering research based on machine learning

基于机器学习的SDN流量工程研究综述

Hao Xueyu

Lyu Guanghong

software defined network(SDN)

traffic engineering(TE)

quality of service(QoS)

quality of experience(QoE)

supervised learning

reinforcement learning

No. 4, 2022 : 961-967,977 doi:10.19734/j.issn.1001-3695.2021.09.0394

14

Survey on fashion outfit recommendation research based on machine learning

基于机器学习的时尚穿搭推荐研究综述

Shi Yingjie

Yang Ke

Wang Jianxin

Du Fang

fashion outfit

recommendation

compatibility

machine learning

No. 4, 2022 : 978-985 doi:10.19734/j.issn.1001-3695.2021.08.0393

15

Research on blockchain fraud account detection based on data on chain

基于链上数据的区块链欺诈账户检测研究

Zhou Jian

Zhang Jie

Yan Shi

on-chain data

machine learning

blockchain

fraudulent account

SHAP value

No. 4, 2022 : 992-997 doi:10.19734/j.issn.1001-3695.2021.09.0369

16

Grain flour classification and hardware acceleration based on random forest algorithm

基于随机森林算法的谷物粉分类及硬件加速

Xu Leijun

Xiang Houyou

Ni Lihua

random forest

ZYNQ

field programmable gate arrays(FPGA)

machine learning

reconfigurable computing

No. 4, 2022 : 1143-1147 doi:10.19734/j.issn.1001-3695.2021.09.0418

17

Construction and classification research of approximately unbiased sparse brain functional hypernetwork model based on group selection

基于组选择的近似无偏稀疏脑功能超网络模型构建与分类研究

Li Yao

Zhou Zihao

Liang Jiarui

Ibegbu Nnamdi Julian

Guo Hao

Chen Junjie

approximate unbiased sparse model

hyper-network

group minimax concave penalty

group smoothly clipped absolute deviation

machine learning

No. 3, 2022 : 744-750 doi:10.19734/j.issn.1001-3695.2021.08.0363

18

Improved ID3 decision tree algorithm induced by neighborhood equivalence relation

邻域等价关系诱导的改进ID3决策树算法

Xie Xin

Zhang Xianyong

Yang Jilin

decision tree

ID3 algorithm

neighborhood rough set

neighborhood equivalence relation

neighborhood information gain

machine learning

No. 1, 2022 : 102-105,112 doi:10.19734/j.issn.1001-3695.2021.06.0294

19

Research on equipment life prediction based on machine learning combined algorithm under unknown small sample unbalanced data

陌生小样本不平衡数据下基于机器学习联合算法的设备寿命预测研究

Chen Yang

Liu Qinming

Liang Yaoxu

state recognition

SMOTE

PSO

K-means

AdaBoost

residual life prediction

small sample

No. 11, 2021 : 3366-3370,3375 doi:10.19734/j.issn.1001-3695.2021.04.0119

20

Framework for building network intrusion detection system based on feature distribution and AI

基于特征值分布和人工智能的网络入侵检测系统的研究与实现

He Junpeng

Luo Lei

Xiao Kun

Zhang Haitao

Li Yun

intrusion detection

AI

feature distribution

machine learning(ML)

deep learning(DL)

No. 9, 2021 : 2746-2751 doi:10.19734/j.issn.1001-3695.2021.01.0018

21

Identification of SM4 block cipher system based on random features

基于随机性特征的SM4分组密码体制识别

Ji Wentao

Li Yuanyuan

Qin Baodong

randomness test

cognition of cipher system

machine learning

SM4 algorithm

feature extraction

No. 9, 2021 : 2821-2824,2830 doi:10.19734/j.issn.1001-3695.2021.01.0019

22

Adaptive and momentum method for regularized extreme learning machine

基于自适应动量优化算法的正则化极限学习机

Wang Can

Xia Yuanqing

Zou Weidong

machine learning

extreme learning machine

gradient descent

model optimization

data classification

generalization performance

robustness

No. 6, 2021 : 1724-1727,1764 doi:10.19734/j.issn.1001-3695.2020.08.0186

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

Construction strategy of data stream mutation service function chain based on machine learning

基于机器学习数据流突变型服务功能链构建策略

Zhao Jihong

Ji Wenjun

Qu Hua

Zhao Jianlong

Wang Ke

Wu Doudou

software defined network(SDN)

network function virtualization(NFV)

service function chain(SFC)

machine learning

genetic algorithm

No. 12, 2020 : 3749-3752,3776 doi:10.19734/j.issn.1001-3695.2019.07.0548

25

Video motion magnification method based on SPNet

基于SPNet的视频运动放大方法

Zhou Fei

Du Zhenlong

motion magnification

curriculum learning

steerable pyramid

machine learning

No. 12, 2020 : 3820-3824 doi:10.19734/j.issn.1001-3695.2019.08.0571

26

Survey of generation，attack and defense of adversarial examples

对抗样本生成及攻防技术研究

Liu Xiaolei

Luo Yuheng

Shao Lin

Zhang Xiaosong

Zhu Qingxin

adversarial examples

machine learning

deep learning

No. 11, 2020 : 3201-3205,3212 doi:10.19734/j.issn.1001-3695.2019.07.0252

27

Comprehensive research on multiple feature sets and multiple label sets for mobile network traffic classification

移动互联网流量分类的多特征集合和多类别标签研究

Huang Yi

Liu Zhen

Wang Ruoyu

Chen Jietong

mobile App traffic

machine learning algorithms

classification method

clustering method

data stream

No. 11, 2020 : 3353-3358 doi:10.19734/j.issn.1001-3695.2019.05.0255

28

Survey of spatio-temporal sequence prediction methods

时空序列预测方法综述

Li Wei

Tao Wei

Zhou Xingyu

Pan Zhisong

machine learning

deep learning

spatiotemporal data

spatiotemporal sequence prediction

No. 10, 2020 : 2881-2888 doi:10.19734/j.issn.1001-3695.2019.05.0184

29

Scheduling model of virtual CPU based on task classification

基于任务分类的虚拟CPU调度模型

Wu Jin

Zhu Zhiqiang

Sun Lei

Guo Songhui

Guo Song

I/O virtualization

virtual CPU(vCPU) scheduling

machine learning

task classification

No. 7, 2020 : 2087-2092 doi:10.19734/j.issn.1001-3695.2018.12.0953

30

Method for detecting poisoning data based on data complexity

基于数据复杂度的投毒数据检测方法

Kang Fei

Li Jianbin

machine learning

poisoning attack

gradient ascent

data complexity

No. 7, 2020 : 2140-2143 doi:10.19734/j.issn.1001-3695.2018.12.0940

31

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

32

Text classification of big data using distributed NBC under Spark framework

Spark框架下利用分布式NBC的大数据文本分类方法

Zang Yanhui

Zhao Xuezhang

Xi Yunjiang

text classification

MapReduce

Spark framework

distributed

naive Bayesian classifier(NBC)

machine learning

No. 12, 2019 : 3705-3708,3712 doi:10.19734/j.issn.1001-3695.2018.07.0407

33

Android malicious application detection method based on statistical features

基于统计学特征的Android恶意应用检测方法

Leng Bo

Li Jianbin

statistical features

machine learning

individual difference

malware detection

No. 8, 2019 : 2469-2472 doi:10.19734/j.issn.1001-3695.2018.03.0173

34

Detection of mental fatigue with wearable ECG devices based on HRV analysis

基于HRV分析的可穿戴心电仪精神疲劳检测

Huang Shitong

Zhang Weiqiang

Zhang Pengzhu

mental fatigue detection

HRV

Man-Whitney U test

random forest

machine learning

No. 7, 2019 : 2093-2097,2103 doi:10.19734/j.issn.1001-3695.2018.05.0262

35

Fast defect detection algorithm based on date code

一种基于日期码的快速缺陷检测算法

Feng Wei

Fang Chun

Sun Fuzhen

feature extraction

template matching

machine learning

post-rotate iterative closest point(PRICP) algorithm

No. 6, 2019 : 1907-1910 doi:10.19734/j.issn.1001-3695.2018.01.0058

36

Study on evaluation mechanism of excessive treatment and misdiagnosis of tumor diseases

肿瘤类疾病的过度与错误医疗检查控制机制与模型的研究

Zhu Shisheng

Wang Xinrong

Mao Liting

Liu Xueguo

error treatment

machine learning

Spearman

SVM_RFE

SVM classifier model

No. 5, 2019 : 1428-1432 doi:10.19734/j.issn.1001-3695.2018.04.0267

37

Research on bridging semantic gap in virtualization system based on feature selection

基于特征选择的虚拟化系统语义鸿沟桥接研究

Lou Rui

Jiang Liehui

virtualization security

semantic gap

machine learning

feature construction

feature selection

anomaly detection

No. 5, 2019 : 1533-1539 doi:10.19734/j.issn.1001-3695.2017.12.0761

38

Survey on performance modeling of database systems

数据库系统性能模型建模方法综述

Zhang Jinwen

Niu Baoning

database system performance model

database system performance management

query interaction

query sche-dule

machine learning

No. 3, 2019 : 641-648,656 doi:10.19734/j.issn.1001-3695.2018.01.0060

39

Policy lineage network construction and evolution mechanism of communication

政策血缘关系网络构建与传播演化机理研究

Liu Gang

Li Tao

Lu Caixia

Cui Yidong

policy system

policy lineage network

machine learning

brittle points mining

No. 3, 2019 : 742-747 doi:10.19734/j.issn.1001-3695.2017.09.0918

40

Multi-level recognition and reasoning using probabilistic soft logic

基于概率软逻辑的多层次识别和推理

Zhang Jia

Zhang Hui

Yang Chunming

Zhao Xujian

Li Bo

probabilistic soft logic(PSL)

care for the old people

multi-level recognition method

machine learning

No. 2, 2019 : 331-334,343 doi:10.19734/j.issn.1001-3695.2017.07.0706

41

Survey of Android malware detection methods

Android恶意软件检测方法研究综述

Li Jianghua

Qiu Chen

malware detection

feature

machine learning

confusion matrix

No. 1, 2019 : 1-7 doi:10.19734/j.issn.1001-3695.2018.01.0015

42

Radar emitter signal recognition based on optimization of automatic machine learning pipeline

基于自动机器学习流程优化的雷达辐射源信号识别

Tu Tongheng

Jin Weidong

automatic machine learning

hyperparameter optimization

genetic programming

radar emitter signal

SVM

No. 1, 2019 : 191-193 doi:10.19734/j.issn.1001-3695.2017.07.0686