Review on autoencoder and its application

Review on autoencoder and its application

Бусад хувилбаруудыг харуулах (1)

As a typical deep unsupervised learning model, autoencoder can automatically learn effective abstract features from unlabeled samples.In recent years, autoencoder has been widely used in target recognition, intrusion detection, fault diagnosis and many other fields.Thus, the theoretical basis, impro...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Jie LAI, Xiaodan WANG, Qian XIANG, Yafei SONG, Wen QUAN
Формат:	Өгүүллэг
Хэл сонгох:	zho
Хэвлэсэн:	Editorial Department of Journal on Communications 2021-09-01
Цуврал:	Tongxin xuebao
Нөхцлүүд:	autoencoder deep learning unsupervised learning feature extraction regularization
Онлайн хандалт:	http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021160/

Ижил төстэй зүйлс

Review on autoencoder and its application
-н: Jie LAI, зэрэг
Хэвлэсэн: (2021-09-01)

A Semi-Supervised Stacked Autoencoder Using the Pseudo Label for Classification Tasks
-н: Jie Lai, зэрэг
Хэвлэсэн: (2023-08-01)

An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE)
-н: Maryam Rahimzad, зэрэг
Хэвлэсэн: (2021-06-01)

Unsupervised Outlier Detection via Transformation Invariant Autoencoder
-н: Zhen Cheng, зэрэг
Хэвлэсэн: (2021-01-01)

Comparative Study on Three Autoencoder‐Based Deep Learning Algorithms for Geochemical Anomaly Identification
-н: Bin Feng, зэрэг
Хэвлэсэн: (2022-11-01)

AutoDTI++: deep unsupervised learning for DTI prediction by autoencoders
-н: Seyedeh Zahra Sajadi, зэрэг
Хэвлэсэн: (2021-04-01)

Latent Variable Autoencoder
-н: Wenjuan Han, зэрэг
Хэвлэсэн: (2019-01-01)

Method of unknown protocol classification based on autoencoder
-н: Chunxiang GU, зэрэг
Хэвлэсэн: (2020-06-01)

Method of unknown protocol classification based on autoencoder
-н: Chunxiang GU, зэрэг
Хэвлэсэн: (2020-06-01)

Efficient Local Image Descriptors Learned With Autoencoders
-н: Nina Zizakic, зэрэг
Хэвлэсэн: (2022-01-01)

Nonlinear Subspace Clustering via Adaptive Graph Regularized Autoencoder
-н: Qiang Ji, зэрэг
Хэвлэсэн: (2019-01-01)

Searching similar weather maps using convolutional autoencoder and satellite images
-н: Heewoong Ahn, зэрэг
Хэвлэсэн: (2023-02-01)

Soundscape Characterization Using Autoencoders and Unsupervised Learning
-н: Daniel Alexis Nieto-Mora, зэрэг
Хэвлэсэн: (2024-04-01)

Modified Autoencoder Training and Scoring for Robust Unsupervised Anomaly Detection in Deep Learning
-н: Nicholas Merrill, зэрэг
Хэвлэсэн: (2020-01-01)

Clustering of LMS Use Strategies with Autoencoders
-н: María J. Verdú, зэрэг
Хэвлэсэн: (2023-06-01)

LS-LSTM-AE: Power load forecasting via Long-Short series features and LSTM-Autoencoder
-н: Xin Tong, зэрэг
Хэвлэсэн: (2022-04-01)

Spatially Variant Convolutional Autoencoder Based on Patch Division for Pill Defect Detection
-н: Sora Kim, зэрэг
Хэвлэсэн: (2020-01-01)

Anomaly detection in radiotherapy plans using deep autoencoder networks
-н: Peng Huang, зэрэг
Хэвлэсэн: (2023-03-01)

Unsupervised anomaly detection in shearers via autoencoder networks and multi-scale correlation matrix reconstruction
-н: Yang Song, зэрэг
Хэвлэсэн: (2024-10-01)

Optimizing Few-Shot Learning Based on Variational Autoencoders
-н: Ruoqi Wei, зэрэг
Хэвлэсэн: (2021-10-01)

Fractal Autoencoder-Based Unsupervised Hyperspectral Bands Selection for Remote Sensing Land-Cover Classification
-н: Sara Benali, зэрэг
Хэвлэсэн: (2023-11-01)

Knowledge Extraction From PV Power Generation With Deep Learning Autoencoder and Clustering-Based Algorithms
-н: Seyed Mahdi Miraftabzadeh, зэрэг
Хэвлэсэн: (2023-01-01)

Fall Detection Using Multi-Property Spatiotemporal Autoencoders in Maritime Environments
-н: Iason Katsamenis, зэрэг
Хэвлэсэн: (2022-03-01)

Ensuring Topological Data-Structure Preservation under Autoencoder Compression Due to Latent Space Regularization in Gauss–Legendre Nodes
-н: Chethan Krishnamurthy Ramanaik, зэрэг
Хэвлэсэн: (2024-08-01)

SVseg: Stacked Sparse Autoencoder-Based Patch Classification Modeling for Vertebrae Segmentation
-н: Syed Furqan Qadri, зэрэг
Хэвлэсэн: (2022-03-01)

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery
-н: JongCheol Pyo, зэрэг
Хэвлэсэн: (2020-03-01)

Dynamic Depth Learning in Stacked AutoEncoders
-н: Sarah Alfayez, зэрэг
Хэвлэсэн: (2023-10-01)

Deep Convolution Neural Network and Autoencoders-Based Unsupervised Feature Learning of EEG Signals
-н: Tingxi Wen, зэрэг
Хэвлэсэн: (2018-01-01)

Nonlinear Unmixing via Deep Autoencoder Networks for Generalized Bilinear Model
-н: Jinhua Zhang, зэрэг
Хэвлэсэн: (2022-10-01)

Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection
-н: Diogo Ribeiro, зэрэг
Хэвлэсэн: (2022-04-01)

Investigating Beta-Variational Convolutional Autoencoders for the Unsupervised Classification of Chest Pneumonia
-н: Serag Mohamed Akila, зэрэг
Хэвлэсэн: (2023-06-01)

Auto encoder-guided Feature Extraction for Pneumonia Identification from Chest X-ray Images
-н: Rana Neeta, зэрэг
Хэвлэсэн: (2024-01-01)

Disentangling Generative Factors of Physical Fields Using Variational Autoencoders
-н: Christian Jacobsen, зэрэг
Хэвлэсэн: (2022-06-01)

Deep Learning Autoencoder Study on ECG Signals
-н: Dandi Mochamad Reza, зэрэг
Хэвлэсэн: (2023-12-01)

Graph Autoencoder with Preserving Node Attribute Similarity
-н: Mugang Lin, зэрэг
Хэвлэсэн: (2023-03-01)

Semi-Supervised Adversarial Variational Autoencoder
-н: Ryad Zemouri
Хэвлэсэн: (2020-09-01)

Anomaly detection in images with shared autoencoders
-н: Haoyang Jia, зэрэг
Хэвлэсэн: (2023-01-01)

Unsupervised Anomaly Detection With Variational Autoencoders Applied to Full‐Disk Solar Images
-н: Marius Giger, зэрэг
Хэвлэсэн: (2024-02-01)

Unsupervised Fake News Detection Based on Autoencoder
-н: Dun Li, зэрэг
Хэвлэсэн: (2021-01-01)

Automatic Fabric Defect Detection with a Multi-Scale Convolutional Denoising Autoencoder Network Model
-н: Shuang Mei, зэрэг
Хэвлэсэн: (2018-04-01)