Search Results - "Autoencoders"

Hybrid YOLOv8 and auto-encoder based welding defect detection model for industrial inspection.

Authors: Magar, Harshal S. Shaikh, Vasim

Source: EPJ Web of Conferences. 7/1/2026, Vol. 376, p1-9. 9p.

Spectral mastery: deep autoencoder driven classification across hyperspectral datasets.

Authors: Das, Bhaskar Bhakta, Dhananjoy Kumar, Lalan

Source: Journal of Earth System Science. Jun2026, Vol. 135 Issue 2, p1-10. 10p.

Subject Terms: *Autoencoders, *Optimizers (Computer software), *Image recognition (Computer vision), *Remote sensing, *Mathematical optimization, *Spectral imaging

Geographic Terms: Botswana

Reconstruction-Guided Spatial–Spectral Feature Compression with a Convolutional Autoencoder–CNN for Hyperspectral Image Classification.

Authors: Andriyani, Annisa Divayu Ghazali, Kamarul Hawari

Source: Ingénierie des Systèmes d'Information. May2026, Vol. 31 Issue 5, p1495-1509. 15p.

A data-efficient active learning architecture for anomaly detection in industrial time series data.

Authors: Holtz, David Kaymakci, Can Leuthe, Daniel et al.

Source: Flexible Services & Manufacturing Journal. Jun2026, Vol. 38 Issue 2, p618-649. 32p.

Multi-dimensional data fusion for enterprise debt maturity risk assessment: a stacked autoencoder-based deep learning approach.

Authors: Min, Jian Song, Wanying Dong, Rebecca Kechen et al.

Source: Financial Innovation. 6/30/2026, Vol. 12 Issue 1, p1-42. 42p.

Dual-Challenge Framework for Noise-Resilient and Temporally-Adaptive Recommender Systems.

Authors: Belgacem, Ouahiba Boudaa, Boudjemaa Kouadria, Abderrahmane et al.

Source: Journal of Intelligent & Fuzzy Systems. Jul2026, Vol. 50 Issue 7, p2260-2276. 17p.

Self-Supervised Intelligent Autoencoder with Multi-Scale Convolutional Contrastive Learning for Multivariate Anomaly Detection.

Authors: Lu, Jing Fang, Yali Fan, Songhan et al.

Source: Journal of Intelligent & Fuzzy Systems. Jul2026, Vol. 50 Issue 7, p2048-2064. 17p.

DOA estimation of array signals based on convolutional sparse autoencoder under sparse prior.

Authors: REN, Jing TAN, Xiuhui BAI, Yanping et al.

Source: Journal of Measurement Science & Instrumentation. Jun2026, Vol. 17 Issue 2, p254-266. 13p.

Subjects: Direction of arrival estimation, Autoencoders, Mathematical regularization, Deep learning

Unsupervised Oil Spill Detection in Shipborne Radar Imagery Using Autoencoder-Enhanced Q-Learning and Improved Bat Optimization.

Authors: Yan, Jin Chen, Binghui Xu, Jin et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 12, p1876. 30p.

Subjects: Autoencoders, Reinforcement learning, Oil spill management, K-means clustering, Radar in aeronautics, Optimization algorithms, Machine learning

DGR-MAE: Posterior Semantic Correction Masked Autoencoder for Fine-Grained Aircraft Recognition Under Cloud Occlusion.

Authors: Liu, Cong Gao, Quanwei Song, Chenxi et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1852. 29p.

Subjects: Autoencoders, Object recognition algorithms, Remote sensing, Deep learning, Image reconstruction

A Physically Constrained and Library-Guided Convolutional Autoencoder for Mineral Hyperspectral Unmixing.

Authors: Hao, Yuxi Qin, Kai Zhao, Yingjun et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1723. 19p.

Subjects: Hyperspectral imaging systems, Autoencoders

Analysis of Structural Performance Evaluation of Asphalt Concrete Pavement Based on Unsupervised Learning.

Authors: Yang, Linqing Li, Shikun Pan, Yichen et al.

Source: Advances in Civil Engineering. 5/7/2026, Vol. 2026, p1-18. 18p.

Subjects: Asphalt concrete pavements, Autoencoders, Spectral element method, Structural health monitoring, Machine learning, Nondestructive testing, Asphalt pavements

Hybrid spatio-temporal transformer and variational autoencoder framework for advanced sports injury prediction and analysis.

Authors: Meng, Fanjie¹ 13283828072@163.com

Source: Kuwait Journal of Science. Jul2026, Vol. 53 Issue 3, p1-23. 23p.

Architectural Design and Performance Trade-offs of Deep Learning-Based Autoencoders for Wireless Communication Systems.

Authors: Abo-Zahhad, Mohammed Ismail, Eman Ali, Abdelhay et al.

Source: Journal of Engineering Sciences. Jul/Aug2026, Vol. 54 Issue 4, p187-206. 20p.

Unsupervised Anomaly Detection Framework for Multimodal Data in Industrial Control Systems.

Authors: Kim, Yunsung An, Gyeongdeok Kim, Kihyun et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3914. 21p.

HAT‐ECG: Hybrid autoencoder‐transformer architecture for ECG arrhythmia classification.

Authors: Sharbaf Movassaghpour, Shahin Kargar, Masoud Bayani, Ali

Source: Physiological Reports. Jun2026, Vol. 14 Issue 12, p1-23. 23p.

Series Arc Fault Detection Using Differential Higher-Order Cumulants and Symmetric Stacked Autoencoder.

Authors: Su, Zhicong Patrick, Schweitzer Chen, Haoyong et al.

Source: Symmetry (20738994). Jun2026, Vol. 18 Issue 6, p1003. 18p.

Global-Local Complementary Fusion: Unsupervised Graph Anomaly Detection via Diffusion Reconstruction and Contrastive Learning.

Authors: Hu, Ruibin Chen, Qian Xu, Huiying et al.

Source: Symmetry (20738994). Jun2026, Vol. 18 Issue 6, p968. 21p.

Dual-encoder Variational Autoencoder for Detection and Classification of Plant Leaf Diseases.

Authors: Sharma, Astha Kumar, Ashwni

Source: Indian Journal of Agricultural Research. Jun2026, Vol. 60 Issue 6, p912-918. 7p.

Unsupervised Autoencoder-Based Feature Ranking and Anomaly Detection for Porphyry Copper Prospectivity Mapping from Multi-Source Geospatial Datasets.

Authors: Saremi, Mobin Hoseinzade, Zohre Shirazy, Adel et al.

Source: Minerals (2075-163X). Jun2026, Vol. 16 Issue 6, p660. 24p.