Search Result

1

Single-cell multi-omics data multi-scale dual-alignment deep clustering

单细胞多组学数据的多尺度双对齐深度聚类方法

Jin Zhicheng

Zhang Yi

Li Yuru

Su Chen

Tian Ye

Wang Yin

Feng Xi

multi-scale fusion

multi-omics clustering

contrastive learning

alignment

co-clustering strategy

No. 1, 2026 : 102-109 doi:10.19734/j.issn.1001-3695.2025.06.0204

2

Short-term traffic flow prediction of city intersection based on deep temporal clustering

基于深度时序聚类的城市卡口短时交通流量预测

Guo Jian

Zheng Jiaoling

Qiao Shaojie

Deng Hongyao

Sun Jigang

Li Xinjia

deep clustering

traffic flow prediction

recurrent neural network

dynamic time warping

traffic intersection

No. 2, 2025 : 371-380 doi:10.19734/j.issn.1001-3695.2024.07.0284

3

Multi-view clustering with self-supervised learning guided by multi-angle semantic labels

多角度语义标签引导的自监督多视图聚类

Liu Yuan

An Junxiu

Yang Linwang

multi-view clustering

unsupervised learning

contrastive learning

deep clustering

No. 11, 2024 : 3357-3363 doi:10.19734/j.issn.1001-3695.2024.04.0082

4

Deep AutoEncoder clustering algorithm for multiple time sequences

多元时序的深度自编码器聚类算法

Zhang Zijing

Zhang Jianxun

Quan Wenjun

Nan Hai

deep learning

deep clustering

mechanism of attention

self encoder

one dimensional convolution

No. 8, 2023 : 2387-2392 doi:10.19734/j.issn.1001-3695.2022.11.0635

5

Deep document clustering model via multi-layer subspace semantic fusion

基于多层子空间语义融合的深度文本聚类

Ren Li'na

Qin Yongbin

Huang Ruizhang

Yao Maoxuan

text clustering

deep clustering

autoencoder

semantic representation

No. 1, 2023 : 70-74,79 doi:10.19734/j.issn.1001-3695.2022.06.0285

6

Cascade subspace clustering based on local structure preservation

基于局部结构保留的级联子空间深度聚类

Xiong Liyan

Zhu Ning

high-dimensional data clustering

AutoEncoder

clustering loss

reconstruction loss

No. 8, 2020 : 2358-2361 doi:10.19734/j.issn.1001-3695.2019.02.0062

7

Open source software vulnerability detection method based on deep clustering

基于深度聚类的开源软件漏洞检测方法

Li Yuancheng

Huang Rong

Lai Fenggang

Mao Yifan

Cai Lijun

open source software

vulnerability detection

source code analysis

deep learning

clustering

No. 4, 2020 : 1107-1110,1114 doi:10.19734/j.issn.1001-3695.2018.09.0721

Search 深度聚类

Search深度聚类returned 7 results

Single-cell multi-omics data multi-scale dual-alignment deep clustering

Short-term traffic flow prediction of city intersection based on deep temporal clustering

Multi-view clustering with self-supervised learning guided by multi-angle semantic labels

Deep AutoEncoder clustering algorithm for multiple time sequences

Deep document clustering model via multi-layer subspace semantic fusion

Cascade subspace clustering based on local structure preservation

Open source software vulnerability detection method based on deep clustering