Search Result

1

Three-ways DBSCAN algorithm based on outlier detection and adaptive parameters

基于离群点检测和自适应参数的三支DBSCAN算法

Li Zhicong

Sun Xuyang

DBSCAN algorithm

three-ways clustering

adaptive parameters

outlier detection

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.11.0569

2

Outlier detection method using adaptive neighbor graph

基于自适应邻居图的离群点检测方法

Gou Pengfei

Song Chengyun

outlier detection

adaptive neighbor concept

edge-oriented approach

graph-based outlier detection

No. 11, 2023 : 3309-3314 doi:10.19734/j.issn.1001-3695.2023.04.0127

3

Outlier detection algorithm based on random projection and ensemble learning

基于随机投影与集成学习的离群点检测算法

Guo Yiyang

Yu Jiong

Du Xusheng

Cao Ming

data mining

outlier detection

random projection

ensemble learning

No. 9, 2022 : 2608-2614 doi:10.19734/j.issn.1001-3695.2022.02.0053

4

Generative adversarial network and variational auto-encoder based outlier detection

基于生成对抗网络和变分自编码器的离群点检测算法

Jin Lina

Yu Jiong

Du Xusheng

Wang Song

data mining

outlier detection

generative adversarial network

variational auto-encoder

No. 3, 2022 : 774-779 doi:10.19734/j.issn.1001-3695.2021.07.0355

5

Outlier detection algorithm based on affinity propagation

基于近邻传播的离群点检测算法

Zhang Qianqian

Yu Jiong

Li Ziyang

Pu Yonglin

outlier detection

clustering algorithm

data mining

affinity propagation

No. 6, 2021 : 1662-1667 doi:10.19734/j.issn.1001-3695.2020.08.0226

6

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

7

Research on user trajectory outlier detection for IoT mobile terminal devices

面向物联网移动终端设备的用户轨迹异常检测研究

Li Jian

Fu Xiong

Wang Junchang

stay points

double-track clustering

abnormal trajectory

stay area

No. 10, 2020 : 3135-3138 doi:10.19734/j.issn.1001-3695.2019.05.0227

8

Outlier detection algorithm based on neighborhood system density difference measurement

一种基于邻域系统密度差异度量的离群点检测算法

Du Xusheng

Yu Jiong

Chen Jiaying

Wang Yuefei

Pu Yonglin

Ye Lele

data mining

outlier detection

density-based

LOF(local outlier factor)

LDOF(local distance-based outlier factor)

CBOF(cohesiveness-based outlier factor)

No. 7, 2020 : 1969-1973 doi:10.19734/j.issn.1001-3695.2018.12.0932

9

NLOF: two-stage outlier detection algorithm based on grid filtering

NLOF：基于网格过滤的两阶段离群点检测算法

Wang Liying

Shi Lei

Yi Jing

Song Tianxia

outlier detection

mesh filtering

local density

NLOF algorithm

No. 4, 2020 : 990-993,998 doi:10.19734/j.issn.1001-3695.2018.09.0745

Search outlier detection

Searchoutlier detectionreturned 9 results

Three-ways DBSCAN algorithm based on outlier detection and adaptive parameters

Outlier detection method using adaptive neighbor graph

Outlier detection algorithm based on random projection and ensemble learning

Generative adversarial network and variational auto-encoder based outlier detection

Outlier detection algorithm based on affinity propagation

Overview of outlier detection technology

Research on user trajectory outlier detection for IoT mobile terminal devices

Outlier detection algorithm based on neighborhood system density difference measurement

NLOF: two-stage outlier detection algorithm based on grid filtering