Works about AUTOENCODER

Results: 605

A Multi-Dimensional Evaluation Method of Collaborative Learning Quality in Higher Education Based on Random Forest.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 4, p. 1, doi. 10.1142/S0129156425403419

By:

Wang, Haozeng;
Li, Jiahuan

Publication type:

Article

Condition-Aware Autoencoder and Transfer Learning-Based Estimation of Milling Cutting Forces from Spindle Vibration Signals.

Published in:

Machines, 2025, v. 13, n. 6, p. 461, doi. 10.3390/machines13060461

By:

Ryu, Je-Doo;
Lee, Jungmin;
Kim, Sung-Ryul;
Lee, Min Cheol

Publication type:

Article

Markov-CVAELabeller: A Deep Learning Approach for the Labelling of Fault Data.

Published in:

Informatics, 2025, v. 12, n. 2, p. 35, doi. 10.3390/informatics12020035

By:

Velasco-Gallego, Christian;
Cubo-Mateo, Nieves

Publication type:

Article

Optimal assortment of methods to mitigate the imbalance power in the day-ahead market.

Published in:

Electrical Engineering, 2025, v. 107, n. 6, p. 7933, doi. 10.1007/s00202-025-02950-x

By:

Pothireddy, Krishna Mohan Reddy;
Vuddanti, Sandeep;
Salkuti, Surender Reddy

Publication type:

Article

From Spectrum to Image: A Novel Deep Clustering Network for Lactose-Free Milk Adulteration Detection.

Published in:

Information (2078-2489), 2025, v. 16, n. 6, p. 498, doi. 10.3390/info16060498

By:

Zhang, Chong;
Ding, Shankui;
He, Ying

Publication type:

Article

Uncovering Key Factors of Student Performance in Math: An Explainable Deep Learning Approach Using TIMSS 2019 Data.

Published in:

Information (2078-2489), 2025, v. 16, n. 6, p. 480, doi. 10.3390/info16060480

By:

Elouafi, Abdelamine;
Tammouch, Ilyas;
Eddarouich, Souad;
Touahni, Raja

Publication type:

Article

A Transductive Zero-Shot Learning Framework for Ransomware Detection Using Malware Knowledge Graphs.

Published in:

Information (2078-2489), 2025, v. 16, n. 6, p. 458, doi. 10.3390/info16060458

By:

Wang, Ping;
Li, Hao-Cyuan;
Lin, Hsiao-Chung;
Lin, Wen-Hui;
Xie, Nian-Zu

Publication type:

Article

AE-MCDM: an autoencoder-based multi-criteria decision-making approach for unsupervised feature selection.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 7, p. 1, doi. 10.1007/s11227-025-07316-5

By:

Hashemi, Amin;
Dowlatshahi, Mohammad Bagher;
Farshidi, Siamak;
Moradi, Parham

Publication type:

Article

A Novel Approach of Wind Turbine Blade Root Load Monitoring Based on Bearings Vibrational Data and a New AE‐LSTM‐Attention Neural Network.

Published in:

Wind Energy, 2025, v. 28, n. 5, p. 1, doi. 10.1002/we.70006

By:

Cong, Feiyun;
Liang, Chen;
Hu, Weifei;
Zhang, Tongzhou;
Tang, Feng;
Zhou, Qihao

Publication type:

Article

Uncertainty quantification for variational Bayesian dropout based deep bidirectional LSTM networks.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 5, p. 2021, doi. 10.1007/s00477-025-02956-8

By:

Sardar, Iqra;
Noor, Farzana;
Iqbal, Muhammad Javed;
Alsanad, Ahmed;
Akbar, Muhammad Azeem

Publication type:

Article

基于 AGRU 自动编码器的无监督刀具异常检测.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 22, p. 30, doi. 10.3969/j.issn.1001-3881.2024.22.005

By:

雷文平;
闫灏;
李沁远;
李岩;
郑鹏

Publication type:

Article

Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks.

Published in:

PLoS Digital Health, 2025, v. 4, n. 5, p. 1, doi. 10.1371/journal.pdig.0000830

By:

Li, Bin;
Jiang, Xiaoqian;
Zhang, Kai;
Harmanci, Arif O.;
Malin, Bradley;
Gao, Hongchang;
Shi, Xinghua

Publication type:

Article

Cross-device federated unsupervised learning for the detection of anomalies in single-lead electrocardiogram signals.

Published in:

PLoS Digital Health, 2025, v. 4, n. 4, p. 1, doi. 10.1371/journal.pdig.0000793

By:

Kapsecker, Maximilian;
Jonas, Stephan M.

Publication type:

Article

Advanced Supply Chain Management Using Adaptive Serial Cascaded Autoencoder with LSTM and Multi-Layered Perceptron Framework.

Published in:

Logistics (2305-6290), 2024, v. 8, n. 4, p. 102, doi. 10.3390/logistics8040102

By:

Deka, Aniruddha;
Das, Parag Jyoti;
Saikia, Manob Jyoti

Publication type:

Article

Research on load frequency control system attack detection method based on multi-model fusion.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00533-5

By:

Zheng, Feng;
Li, Weixun;
Li, Huifeng;
Yang, Libo;
Sun, Zengjie

Publication type:

Article

Gaussian mixture autoencoder for uncertainty-aware damage identification in a floating offshore wind turbine.

Published in:

Wind Energy Science, 2025, v. 10, n. 5, p. 857, doi. 10.5194/wes-10-857-2025

By:

Fernandez-Navamuel, Ana;
Gorostidi, Nicolas;
Pardo, David;
Nava, Vincenzo;
Chatzi, Eleni

Publication type:

Article

Flexible integration of spatial and expression information for precise spot embedding via ZINB-based graph-enhanced autoencoder.

Published in:

Communications Biology, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42003-025-07965-5

By:

Leng, Jiacheng;
Yu, Jiating;
Wu, Ling-Yun;
Chen, Hongyang

Publication type:

Article

Infusing structural assumptions into dimensionality reduction for single-cell RNA sequencing data to identify small gene sets.

Published in:

Communications Biology, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42003-025-07872-9

By:

Hackenberg, Maren;
Brunn, Niklas;
Vogel, Tanja;
Binder, Harald

Publication type:

Article

DARC: Disturbance-Aware Redundant Control for Human–Robot Co-Transportation.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 12, p. 2480, doi. 10.3390/electronics14122480

By:

Mahmud, Al Jaber;
Raj, Amir Hossain;
Nguyen, Duc M.;
Xiao, Xuesu;
Wang, Xuan

Publication type:

Article

Direction-of-Arrival Estimation with Discrete Fourier Transform and Deep Feature Fusion.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 12, p. 2449, doi. 10.3390/electronics14122449

By:

Zheng, He;
Zheng, Guimei;
Song, Yuwei;
Xiao, Liyuan;
Qin, Cong

Publication type:

Article

One Possible Path Towards a More Robust Task of Traffic Sign Classification in Autonomous Vehicles Using Autoencoders.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 12, p. 2382, doi. 10.3390/electronics14122382

By:

Martinović, Ivan;
Mateo Sanguino, Tomás de Jesús;
Jovanović, Jovana;
Jovanović, Mihailo;
Djukanović, Milena

Publication type:

Article

Lightweight Text-to-Image Generation Model Based on Contrastive Language-Image Pre-Training Embeddings and Conditional Variational Autoencoders.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2185, doi. 10.3390/electronics14112185

By:

Wang, Yubo;
Zhang, Gaofeng

Publication type:

Article

A Method for Improving the Robustness of Intrusion Detection Systems Based on Auxiliary Adversarial Training Wasserstein Generative Adversarial Networks.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2171, doi. 10.3390/electronics14112171

By:

Wang, Guohua;
Yan, Qifan

Publication type:

Article

VAE-GAN-Guided Cross-Class Generation: A Class Imbalance Data Augmentation Method for Network Intrusion Detection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2103, doi. 10.3390/electronics14112103

By:

Kang, Fuyuan;
Feng, Tao;
Lin, Jiaqi

Publication type:

Article

Heterogeneous Multi-Sensor Fusion for AC Motor Fault Diagnosis via Graph Neural Networks.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2005, doi. 10.3390/electronics14102005

By:

Liao, Yuandong;
Li, Wenyong;
Lian, Guan;
Li, Junzhuo

Publication type:

Article

Multi-Detection-Based Speech Emotion Recognition Using Autoencoder in Mobility Service Environment.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 1915, doi. 10.3390/electronics14101915

By:

Oh, Jeong Min;
Kim, Jin Kwan;
Kim, Joon Young

Publication type:

Article

Anomalous Radio Signal Detection Based on an Adversarial Autoencoder.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1785, doi. 10.3390/electronics14091785

By:

Wang, Huan;
Luo, Yushu;
Long, Fan;
Fu, Yaxin

Publication type:

Article

An Analog Circuit Fault Diagnosis Method Incorporating Multi-Objective Selection of Measurement Nodes.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 8, p. 1528, doi. 10.3390/electronics14081528

By:

Chang, Yating;
Xu, Xianglian;
Deng, Kaitian;
Xu, Yuli;
Tu, Binge;
Gao, Xinrong;
Wei, Qingjie

Publication type:

Article

MaskPOI: A POI Representation Learning Method Using Graph Mask Modeling.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 7, p. 1242, doi. 10.3390/electronics14071242

By:

Zhang, Haoyuan;
Shi, Zexi;
Li, Mei;
Mao, Shanjun

Publication type:

Article

Zero-Shot Rolling Bearing Fault Diagnosis Based on Attribute Description.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 3, p. 452, doi. 10.3390/electronics14030452

By:

Fan, Guorong;
Li, Lijun;
Zhao, Yue;
Shi, Hui;
Zhang, Xiaoyi;
Dong, Zengshou

Publication type:

Article

Optimizing 3D Point Cloud Reconstruction Through Integrating Deep Learning and Clustering Models.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 2, p. 399, doi. 10.3390/electronics14020399

By:

Emadi, Seyyedbehrad;
Limongiello, Marco

Publication type:

Article

PREmbed: Balancing Conditional Generative Models with Embedding Pretraining and Regularization.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 2, p. 280, doi. 10.3390/electronics14020280

By:

Liu, Haiyang;
Endo, Yuki;
Lee, Jinho;
Kamijo, Shunsuke

Publication type:

Article

Unsupervised Anomaly Detection for Improving Adversarial Robustness of 3D Object Detection Models.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 2, p. 236, doi. 10.3390/electronics14020236

By:

Cai, Mumuxin;
Wang, Xupeng;
Sohel, Ferdous;
Lei, Hang

Publication type:

Article

Efficient Real-Time Anomaly Detection in IoT Networks Using One-Class Autoencoder and Deep Neural Network.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 1, p. 104, doi. 10.3390/electronics14010104

By:

Ayad, Aya G.;
El-Gayar, Mostafa M.;
Hikal, Noha A.;
Sakr, Nehal A.

Publication type:

Article

Deep Contrastive Survival Analysis with Dual-View Clustering.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 24, p. 4866, doi. 10.3390/electronics13244866

By:

Cui, Chang;
Tang, Yongqiang;
Zhang, Wensheng

Publication type:

Article

Attentional Convolutional Neural Network Based on Distinction Enhancement and Information Fusion for FDIA Detection in Power Systems.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 24, p. 4862, doi. 10.3390/electronics13244862

By:

Luo, Chuan;
Zhou, Zhiyong;
Jiang, Rui;
Zheng, Bochuan

Publication type:

Article

Advanced Deep Learning Framework for Predicting the Remaining Useful Life of Nissan Leaf Generation 01 Lithium-Ion Battery Modules.

Published in:

Computation, 2025, v. 13, n. 6, p. 147, doi. 10.3390/computation13060147

By:

Wickramaarachchi, Shamaltha M.;
Suraweera, S. A. Dewmini;
Akalanka, D. M. Pasindu;
Logeeshan, V.;
Wanigasekara, Chathura

Publication type:

Article

MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks.

Published in:

Computation, 2025, v. 13, n. 4, p. 88, doi. 10.3390/computation13040088

By:

Gupta, Anubhav;
Osman, Islam;
Shehata, Mohamed S.;
Braun, W. John;
Feldman, Rebecca E.

Publication type:

Article

Short-Term Load Forecasting in Distribution Substation Using Autoencoder and Radial Basis Function Neural Networks: A Case Study in India.

Published in:

Computation, 2025, v. 13, n. 3, p. 75, doi. 10.3390/computation13030075

By:

Veeramsetty, Venkataramana;
Konda, Prabhu Kiran;
Dongari, Rakesh Chandra;
Salkuti, Surender Reddy

Publication type:

Article

Real time obstacle motion prediction using neural network based extended Kalman filter for robot path planning.

Published in:

Kuwait Journal of Science, 2023, v. 50, n. 2A, p. 1, doi. 10.48129/kjs.18361

By:

Hassan, Najva;
Saleem, Abdul

Publication type:

Article

Unsupervised feature selection and class labeling for credit card fraud.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01154-1

By:

Kennedy, Robert K. L.;
Villanustre, Flavio;
Khoshgoftaar, Taghi M.

Publication type:

Article

Evaluating statistical consistency for the ocean component of earth system models using physics informed convolutional autoencoder.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03092-7

By:

Yu, Yangyang;
Zhang, Shaoqing;
Fu, Haohuan;
Chen, Dexun;
Jin, Yishuai;
Gao, Yang;
Lin, Xiaopei;
Liu, Zhao;
Lv, Xiaojing;
Fei, Yunlong;
Wang, Kaidi

Publication type:

Article

A deep multiple self-supervised clustering model based on autoencoder networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-00349-z

By:

Zhu, Ling;
Liu, Zijin;
Liu, Guangyu

Publication type:

Article

Bi directional sparse attention recurrent autoencoder based intrusion detection for VANET security with tuna swarm optimization.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02729-x

By:

Gopi, R.;
Thiruppathy Kesavan, V.;
Jakir Hossen, Md.;
Abdul Aziz, Nor Hidayati Binti

Publication type:

Article

Enhancing enterprise knowledge retrieval via cross-domain deep recommendation: a sparse data approach.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-01999-9

By:

Li, Ting

Publication type:

Article

Blind and endmember guided autoencoder model for unmixing the absorbance spectra of phytoplankton pigments.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-96023-5

By:

Naik, Pritish;
Pölönen, Ilkka;
Salmi, Pauliina

Publication type:

Article

Integrating hybrid bald eagle crow search algorithm and deep learning for enhanced malicious node detection in secure distributed systems.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-93549-6

By:

Al-Matarneh, Feras Mohammed

Publication type:

Article

An adaptive hierarchical hybrid kernel ELM optimized by aquila optimizer algorithm for bearing fault diagnosis.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-94703-w

By:

Yan, Hao;
Shang, Liangliang;
Chen, Wan;
Jiang, Mengyao;
lu, Tianqi;
Li, Fei

Publication type:

Article

Enhancing parkinson disease detection through feature based deep learning with autoencoders and neural networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-88293-w

By:

Valarmathi, P.;
Suganya, Y.;
Saranya, K. R.;
Shanmuga Priya, S.

Publication type:

Article

The effects of the generative adversarial network and personalized virtual reality platform in improving frailty among the elderly.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-93553-w

By:

Yu, Zhendong;
Dang, Jianan

Publication type:

Article