Search无监督学习returned 12 results

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1

Unsupervised abnormal power consumption detection via deep siamese autoregressive network

基于深度孪生自回归网络的无监督异常用电检测

Li Qilin

Yan Ping

Su Xinyu

Yuan Zhong

Peng Dezhong

Liu Yizhi

smart grid

abnormal electricity consumption detection

deep siamese autoregressive network

multi-head attention

unsupervised learning

No. 12, 2023 : 3717-3722,3727 doi:10.19734/j.issn.1001-3695.2023.07.0337

2

Unsupervised transfer learning Boosting for weight optimization under multi-source domain distribution

多源域分布下优化权重的无监督迁移学习Boosting方法

Li Yunbo

Wang Shitong

deep decision tree transfer learning(DTrBoost)

transfer learning

unsupervised learning

decision tree

No. 2, 2023 : 365-370,387 doi:10.19734/j.issn.1001-3695.2022.06.0327

3

Application research on bearing degradation prediction based on E2E Deep VAE-LSTM

基于E2E Deep VAE-LSTM的轴承退化预测应用研究

Zhou Zhuang

Zhou Feng

autoencoder(AE)

deep AE

denoising AE(DAE)

VAE

LSTM

remaining useful life prediction

unsupervised learning

No. 7, 2022 : 2091-2097 doi:10.19734/j.issn.1001-3695.2021.11.0676

4

Image fusion model based on structure reparameterization method and spatial attention mechanism

结合结构重参数化方法与空间注意力机制的图像融合模型

Yu Lixin

Cui Qi

Che Jun

Xu Yuelei

Zhang Fan

Li Fan

structural reparameterization

end-to-end

spatial attention mechanism

unsupervised learning

structural similarity

No. 5, 2022 : 1573-1578,1600 doi:10.19734/j.issn.1001-3695.2021.09.0423

5

Feature learning method based on improved graph regularized auto-encoder

基于改进图正则项的自编码器特征学习算法

Wu Wenbin

Zhou Wei

Tang Dongming

feature representation

graph regularization

graph regularization

manifold learning

Kullback-Leibler divergence

robustness

unsupervised learning

No. 2, 2022 : 485-490 doi:10.19734/j.issn.1001-3695.2021.06.0223

6

Pairwise similarity transferring hash for unsupervised cross-modal retrieval

成对相似度迁移哈希用于无监督跨模态检索

Kang Peipei

Lin Zehang

Yang Zhenguo

Zhang Zitong

Liu Wenyin

similarity transferring

hash

unsupervised learning

cross-modal retrieval

No. 10, 2021 : 3025-3029 doi:10.19734/j.issn.1001-3695.2021.03.0047

7

Research progress on generative adversarial network

生成对抗网络GAN的研究进展

Zhang Enqi

Gu Guanghua

Zhao Chen

Zhao Zhiming

zero-sum game theory

generative adversarial network

unsupervised learning

image super-resolution reconstruction

text synthesis picture

No. 4, 2021 : 968-974 doi:10.19734/j.issn.1001-3695.2020.05.0095

8

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

9

Unsupervised feature selection algorithm based on sparse regression and manifold learning

稀疏回归和流形学习的无监督特征选择算法

Zhou Wanying

Ma Yingcang

Zheng Yi

Yang Xiaofei

unsupervised learning

feature selection

sparse regression

feature manifold learning

No. 9, 2020 : 2634-2639 doi:10.19734/j.issn.1001-3695.2019.04.0134

10

Unsupervised domain adaptive algorithm with intra-class maximum mean discrepancy

基于类内最大均值差异的无监督领域自适应算法

Cai Ruichu

Li Jiahao

Hao Zhifeng

domain adaptation

unsupervised learning

neural network

maximum mean discrepancy

No. 8, 2020 : 2371-2375 doi:10.19734/j.issn.1001-3695.2019.03.0042

11

Unsupervised image style transfer based on image mask

基于图像蒙板的无监督图像风格迁移

Kong Lengrui

Teng Shaohua

image style transfer

generative adversarial networks

unsupervised learning

image mask

deep learning

No. 8, 2020 : 2552-2555 doi:10.19734/j.issn.1001-3695.2019.03.0093

12

Research on batch regularization DBN classification method

批量正则化DBN分类方法研究

Li Beibei

Song Wei

Dai Xin

deep belief network

classification

unsupervised learning

scale transformation

translation transformation

batch normalization

No. 4, 2019 : 1026-1030 doi:10.19734/j.issn.1001-3695.2017.09.0969