Search Results - Multi-scale conventional recurrent variational autoencoder*

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

Personalized design aesthetic preference modeling: a variational autoencoder and meta-learning approach for multi-modal feature representation and transfer optimization.

Authors: Chen, Chengliang Gong, Zhiqun

Source: Scientific Reports; 11/24/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: AESTHETIC judgment, FEATURE extraction, CUSTOM design, KNOWLEDGE transfer, MACHINE learning

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

Landslide Susceptibility Assessment via Imbalanced Data Augmentation with Tabular Variational Autoencoder and Quality–Diversity Post-Selection.

Authors: Xu, Zhengyang Wang, Shitai Yin, Min et al.

Source: Applied Sciences (2076-3417); Nov2025, Vol. 15 Issue 22, p11965, 25p

Subject Terms: LANDSLIDES, DATA augmentation, BOOSTING algorithms, NATURAL disasters, RISK assessment

Context-Aware Anomaly Detection of Pedestrian Trajectories in Urban Back Streets Using a Variational Autoencoder.

Authors: Cho, Juyeon Kang, Youngok

Source: ISPRS International Journal of Geo-Information; Nov2025, Vol. 14 Issue 11, p438, 23p

Subject Terms: DEEP learning, CONTEXTUAL analysis, VIDEO surveillance, OUTLIER detection, PUBLIC safety, LATENT variables, CLUSTER analysis (Statistics)

Short-Term Passenger Flow Forecasting for Rail Transit Inte-Grating Multi-Scale Decomposition and Deep Attention Mechanism.

Authors: Lu, Youpeng Wang, Jiming

Source: Sustainability (2071-1050); Oct2025, Vol. 17 Issue 19, p8880, 21p

VARNet-6G with FIERO model for anomaly detection and enhancing network stability in future-ready communication systems.

Authors: Ganesh, S. Sankar Abdelhaq, Maha Palanisamy, SatheeshKumar et al.

Source: Scientific Reports; 10/2/2025, Vol. 15 Issue 1, p1-29, 29p

Subject Terms: ANOMALY detection (Computer security), DEEP learning, MATHEMATICAL optimization, COMPUTER network reliability, SCALABILITY, TELECOMMUNICATION

Cotton Yield Prediction with Gaussian Distribution Sampling and Variational AutoEncoder.

Authors: Lan, Yaqi Wang, Xiudong Gao, Lei et al.

Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p9947, 22p

Subject Terms: GAUSSIAN distribution, DATA augmentation, MACHINE learning, DEEP learning, AGRICULTURAL industries, ENCODING, LATENT variables

IVCLNet: A Hybrid Deep Learning Framework Integrating Signal Decomposition and Attention-Enhanced CNN-LSTM for Lithium-Ion Battery SOH Prediction and RUL Estimation.

Authors: Pei, Yulong Huo, Hua Guo, Yinpeng et al.

Source: Energies (19961073); Nov2025, Vol. 18 Issue 21, p5677, 19p

Subject Terms: LITHIUM-ion batteries, REMAINING useful life, ATTENTION, MATHEMATICAL optimization, RECURRENT neural networks, MACHINE learning, SIGNAL processing

Efficient Prediction of Shallow-Water Acoustic Transmission Loss Using a Hybrid Variational Autoencoder–Flow Framework.

Authors: Su, Bolin Wang, Haozhong Zhu, Xingyu et al.

Source: Journal of Marine Science & Engineering; Jul2025, Vol. 13 Issue 7, p1325, 23p

Subject Terms: DEEP learning, PREDICTION models, MATHEMATICAL optimization, SPEED of sound, PROBABILISTIC generative models, SOUND-wave attenuation, LATENT variables, WATER depth

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

Trans-cVAE-GAN: Transformer-Based cVAE-GAN for High-Fidelity EEG Signal Generation.

Authors: Yao, Yiduo Wang, Xiao Hao, Xudong et al.

Source: Bioengineering (Basel); Oct2025, Vol. 12 Issue 10, p1028, 40p

Subject Terms: ELECTROENCEPHALOGRAPHY, GENERATIVE adversarial networks, TRANSFORMER models, BRAIN-computer interfaces, AFFECTIVE computing, PROBABILISTIC generative models, EMOTION recognition

An ensemble-based serial cascaded attention network and improved variational auto encoder for breast cancer prognosis prediction using data.

Authors: Vanmathi, P. Jose, Deepa

Source: Computer Methods in Biomechanics & Biomedical Engineering; Jan2024, Vol. 27 Issue 1, p98-115, 18p

Subject Terms: BREAST cancer prognosis, RECURRENT neural networks, FEATURE extraction, TIME-varying networks, BREAST cancer

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

Automated Anomaly Detection in Blast Furnace Shaft Static Pressure Using Adversarial Autoencoders and Mode Decomposition.

Authors: Sun, Xiaodong Zhu, Jie Tang, Bing et al.

Source: Sensors (14248220); Jun2025, Vol. 25 Issue 11, p3473, 17p

Subject Terms: CLUSTERING algorithms, STATIC pressure, AUTOENCODERS, BLAST furnaces, LABOR costs

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

A novel multi-scale adaptive feature fusion framework for accurate and efficient bearing fault diagnosis.

Authors: Hou, Yandong Huang, Huige Chen, Zhengquan et al.

Source: Signal, Image & Video Processing; Dec2025, Vol. 19 Issue 15, p1-12, 12p

EEG-to-EEG: Scalp-to-Intracranial EEG Translation Using a Combination of Variational Autoencoder and Generative Adversarial Networks.

Authors: Abdi-Sargezeh, Bahman Shirani, Sepehr Valentin, Antonio et al.

Source: Sensors (14248220); Jan2025, Vol. 25 Issue 2, p494, 19p

Subject Terms: GENERATIVE adversarial networks, AUTOENCODERS, EPILEPTIFORM discharges, ELECTROENCEPHALOGRAPHY, DATA mapping

AI-Assisted Monitoring and Prediction of Structural Displacements in Large-Scale Hydropower Facilities.

Authors: Liu, Jianghua Gu, Chongshi Wang, Jun et al.

Source: Water (20734441); Oct2025, Vol. 17 Issue 20, p2996, 19p

Subject Terms: HYDROELECTRIC power plants, CONVOLUTIONAL neural networks, SAFETY, SCIENTIFIC observation, DISPLACEMENT (Mechanics), SPATIOTEMPORAL processes, ARTIFICIAL intelligence, RECURRENT neural networks

A vision transformer with recurrent neural network-based fall activity recognition system for disabled persons in smart IoT environments.

Authors: Alzahrani, Abdulrahman Alghamdi, Asmaa Mansour

Source: Scientific Reports; 9/26/2025, Vol. 15 Issue 1, p1-22, 22p

Subject Terms: PEOPLE with disabilities, INTERNET of things, TRANSFORMER models, MEDICAL technology, DEEP learning, HUMAN activity recognition, RECURRENT neural networks, ACCIDENTAL fall prevention