Search Results - Multi-scale convolutional current variational autoencoder*

Convolutional variational autoencoder and multi-scale attention convolutional neural network based diagnostics on filament current sensors for mass spectrometers

Authors: Xinshuo Li Wenxing Zhou Jiancheng Yin et al.

Source: Engineering Applications of Artificial Intelligence. 138:109443

Multi-Channel Multi-Scale Convolution Attention Variational Autoencoder (MCA-VAE): An Interpretable Anomaly Detection Algorithm Based on Variational Autoencoder.

Authors: Liu, Jingwen Huang, Yuchen Wu, Dizhi et al.

Source: Sensors (14248220); Aug2024, Vol. 24 Issue 16, p5316, 24p

Subject Terms: CONVOLUTIONAL neural networks, ARTIFICIAL neural networks, DISTRIBUTION (Probability theory), INDUSTRIAL controls manufacturing, CONDITIONAL probability, AUTOENCODERS

Multiscale Variational Autoencoder Aided Convolutional Neural Network for Pose Estimation of Tunneling Machine Using a Single Monocular Image

Authors: Hongzhuang Wu Songyong Liu Cheng Cheng et al.

Source: IEEE Transactions on Industrial Informatics. 18:5161-5170

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ieeexplore.ieee.org/document/9591347

Efficient Image Compression with Transformer and Convolutional Dual Channel Networks.

Authors: Jianhua Hu Guixiang Luo Zhangjiang Yuan et al.

Source: Journal of Imaging Science & Technology; Jul/Aug2025, Vol. 69 Issue 4, p1-13, 13p

Subject Terms: IMAGE compression, DEEP learning, CONVOLUTIONAL neural networks, LATENT variables, AUTOENCODERS, TRANSFORMER models

Spatial-Frequency-Scale Variational Autoencoder for Enhanced Flow Diagnostics of Schlieren Data.

Authors: Yang, Ronghua Wu, Hao Yang, Rongfei et al.

Source: Sensors (14248220); Oct2025, Vol. 25 Issue 19, p6233, 29p

Subject Terms: FLUID dynamics, AUTOENCODERS, FLOW visualization, FOURIER transforms, DEEP learning, FEATURE extraction, FORECASTING

DCMF-PPI: a protein-protein interaction predictor based on dynamic condition and multi-feature fusion.

Authors: Chen, Siqi Zheng, Anhong Yu, Weichi et al.

Source: BMC Bioinformatics; 10/15/2025, Vol. 26 Issue 1, p1-27, 27p

Subject Terms: PROTEIN-protein interactions, DYNAMIC models, CONVOLUTIONAL neural networks, MOLECULAR dynamics, GRAPH neural networks

Circular RNA-Drug Association Prediction Based on Multi-Scale Convolutional Neural Networks and Adversarial Autoencoders.

Authors: Wang, Yao Lei, Xiujuan Chen, Yuli et al.

Source: International Journal of Molecular Sciences; Feb2025, Vol. 26 Issue 4, p1509, 20p

Subject Terms: ARTIFICIAL neural networks, CONVOLUTIONAL neural networks, AUTOENCODERS, CIRCULAR RNA, DRUG target

Enhanced Variational Graph Convolutional Networks with Multi-Scale Convolutions and Attention Mechanisms for Dynamic Network Analysis.

Authors: Mir, Aabid Ahmad Zuhairi, Megat F. Musa, Shahrulniza et al.

Source: Engineering, Technology & Applied Science Research; Feb2025, Vol. 15 Issue 1, p19838-19847, 10p

Subject Terms: GRAPH neural networks, DEEP learning, CYBERTERRORISM, NEIGHBORHOODS, CLASSIFICATION

Small sample pipeline DR defect detection based on smooth variational autoencoder and enhanced detection head faster RCNN.

Authors: Zhang, Ting You, Tianyang Liu, Zhaoying et al.

Source: Applied Intelligence; Jul2025, Vol. 55 Issue 10, p1-29, 29p

Subject Terms: AUTOENCODERS, SAMPLE size (Statistics), CLASSIFICATION, CALIBRATION

Unsupervised Convolutional Transformer Autoencoder for Robust Health Indicator Construction and RUL Prediction in Rotating Machinery.

Authors: Dahal, Amrit Huang, Hong-Zhong Huang, Cheng-Geng et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 20, p10972, 22p

Subject Terms: REMAINING useful life, CONVOLUTIONAL neural networks, VIBRATION measurements, MACHINE learning, ENGINEERING systems, TRANSFORMER models, AUTOENCODERS

Multifractal-Aware Convolutional Attention Synergistic Network for Carbon Market Price Forecasting.

Authors: Wei, Liran Tang, Mingzhu Li, Na et al.

Source: Fractal & Fractional; Jul2025, Vol. 9 Issue 7, p449, 25p

Subject Terms: MULTIFRACTALS, CONVOLUTIONAL neural networks, ARTIFICIAL intelligence, FLUCTUATIONS (Physics), STOCK price forecasting, CARBON offsetting

Geographic Terms: SHANGHAI (China)

Anomaly Detection in Borehole Strain Data with CNN and Frequency-Aware VAE.

Authors: Wei, Xiaolong Liu, Qingjie Pan, Zhian

Source: Journal of Advanced Computational Intelligence & Intelligent Informatics; Nov2025, Vol. 29 Issue 6, p1390-1401, 12p

Subject Terms: CONVOLUTIONAL neural networks, EARTHQUAKE prediction, GEOPHYSICAL observations, SEISMIC waves, OUTLIER detection

Research on Mechanical Fault Diagnosis Method of Isolation Switch Based on Variational Autoencoder.

Authors: He, Shun Zhou, Fangrong Tan, Xiangyu et al.

Source: Processes; Aug2025, Vol. 13 Issue 8, p2388, 17p

Subject Terms: FAULT diagnosis, OUTLIER detection, REAL-time computing, PROBABILISTIC generative models, HIGH voltages, CONDITION-based maintenance, GALVANIC isolation, MACHINE learning

Unsupervised Histopathological Sub-Image Analysis for Breast Cancer Diagnosis Using Variational Autoencoders, Clustering, and Supervised Learning.

Authors: Abdulaal, Alaa Hussein Valizadeh, Morteza Yassin, Riyam Ali et al.

Source: Journal of Engineering & Sustainable Development; Nov2024, Vol. 28 Issue 6, p729-744, 16p

Subject Terms: CONVOLUTIONAL neural networks, CANCER diagnosis, K-means clustering, AUTOENCODERS, FEATURE extraction

Frequency-Quantized Variational Autoencoder Based on 2D-FFT for Enhanced Image Reconstruction and Generation.

Authors: Feng, Jianxin Liu, Xiaoyao

Source: Computers, Materials & Continua; 2025, Vol. 83 Issue 2, p2087-2107, 21p

Subject Terms: IMAGE reconstruction, AUTOENCODERS, PERCEPTUAL learning, FAST Fourier transforms

一种改进多尺度时间卷积网络的轴承寿命预测算法. (Chinese)

Alternate Title: Bearing Life Prediction Algorithm Based on Improved Multi-scale Temporal Convolutional Network. (English)

Authors: 王帅 刘业峰 刘晶晶 et al.

Source: Control Engineering of China; Nov2025, Vol. 32 Issue 11, p1972-1978, 7p

Reconstruction of SMAP Soil Moisture Data Based on Residual Autoencoder Network with Convolutional Feature Extraction.

Authors: Liu, Yaojie Fan, Haoyu Jin, Yan et al.

Source: Remote Sensing; Nov2025, Vol. 17 Issue 22, p3729, 32p

Subject Terms: SOIL moisture, REMOTE sensing, CLIMATE research, FEATURE extraction, AUTOENCODERS, HYDROLOGICAL research, ELECTRONIC data processing, ENVIRONMENTAL research

Geographic Terms: CHINA

Multi-scale asynchronous correlation and 2D convolutional autoencoder for adolescent health risk prediction with limited fMRI data.

Authors: Di Gao Guanghao Yang Jiarun Shen et al.

Source: Frontiers in Computational Neuroscience; 2024, p01-12, 12p

Subject Terms: HEALTH risk assessment, FUNCTIONAL magnetic resonance imaging, VALUE engineering, EXTRACTION techniques, DATA mining

Hybrid 3D Medical Image Segmentation Using CNN and Frequency Transformer Fusion.

Authors: Labbihi, Ismayl El Meslouhi, Othmane Elassad, Zouhair Elamrani Abou et al.

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Aug2025, Vol. 50 Issue 15, p11713-11726, 14p

Subject Terms: CONVOLUTIONAL neural networks, TRANSFORMER models, FAST Fourier transforms, COMPUTER-assisted image analysis (Medicine), AUTOENCODERS, FOURIER transforms, ARTIFICIAL neural networks

Identification of microbe–disease signed associations via multi-scale variational graph autoencoder based on signed message propagation.

Authors: Zhu, Huan Hao, Hongxia Yu, Liang

Source: BMC Biology; 8/15/2024, Vol. 22 Issue 1, p1-15, 15p

Subject Terms: MICROBIOTA, INTERPERSONAL relations, DATA distribution, INDIVIDUALIZED medicine, DISEASE progression, AUTOENCODERS