Výsledky vyhledávání - (conditional OR conditioning) variational autoencoder adaptive synthetic~

Aviation Fuel Pump Fault Diagnosis Based on Conditional Variational Self-Encoder Adaptive Synthetic Less Data Enhancement

Autoři: Tiejun Liu Yaoping Zhang Xiaojing Yin a další

Zdroj: Mathematics, Vol 13, Iss 14, p 2218 (2025)

Témata: data imbalance, QA1-939, fault diagnosis, aviation fuel pumps, Mathematics, conditional variational autoencoder adaptive synthetic

Přístupová URL adresa: https://doaj.org/article/6506c51a390e4b8b9c3f16ce838110f0

Aviation Fuel Pump Fault Diagnosis Based on Conditional Variational Self-Encoder Adaptive Synthetic Less Data Enhancement.

Autoři: Liu, Tiejun Zhang, Yaoping Yin, Xiaojing a další

Zdroj: Mathematics (2227-7390); Jul2025, Vol. 13 Issue 14, p2218, 18p

Témata: FUEL pumps, FAULT diagnosis, COMMERCIAL aeronautics, MACHINE learning, DATA augmentation

MCVAE: A New Multi-Conditional Approach for Scalable Emergency Ad Hoc Network Design and Node Localization Using Generative Variational Autoencoder.

Autoři: Jabbar, M. A. A. Abbas, A. R. Ghani, R. F.

Zdroj: International Journal of Engineering Transactions C: Aspects; Jun2026, Vol. 39 Issue 6, p1390-1401, 12p

Témata: AD hoc computer networks, EMERGENCY management, REAL-time computing, AUTOENCODERS, PROBABILISTIC generative models, WIRELESS communications, SCALABILITY

Anomaly Detection for Charging Piles Based on Conditional Variational Autoencoder.

Autoři: Wang, Chuanjun Lu, Yinyu Wang, Mingxin a další

Zdroj: International Transactions on Electrical Energy Systems; 9/23/2025, Vol. 2025, p1-12, 12p

Témata: ELECTRIC vehicles, SUPERVISED learning, PROBABILISTIC generative models, OUTLIER detection, SIGNAL detection, DISTRIBUTION (Probability theory), INFRASTRUCTURE (Economics)

CSCVAE-NID: A Conditionally Symmetric Two-Stage CVAE Framework with Cost-Sensitive Learning for Imbalanced Network Intrusion Detection.

Autoři: Wang, Zhenyu Yu, Xuejun

Zdroj: Entropy; Nov2025, Vol. 27 Issue 11, p1086, 22p

Témata: INTRUSION detection systems (Computer security), DATA augmentation, CLASSIFICATION, MACHINE learning

Conditional Variational Autoencoder with Inverse Normalization Transformation on Synthetic Data Augmentation in Software Effort Estimation.

Autoři: Marco, Robert Syed Ahmad, Sharifah Sakinah Ahmad, Sabrina

Zdroj: International Journal of Intelligent Engineering & Systems; 2022, Vol. 15 Issue 3, p366-381, 16p

Témata: DATA augmentation, MANN Whitney U Test, STANDARD deviations, K-nearest neighbor classification, SOFTWARE engineering

Geografický termín: CHINA

Wavelet Transform-Based Bayesian Inference Learning with Conditional Variational Autoencoder for Mitigating Injection Attack in 6G Edge Network.

Autoři: Pillai, Binu Sudhakaran Kulkarni, Raghavendra Kondeti, Venkata Satya Suresh kumar a další

Zdroj: Computer Modeling in Engineering & Sciences (CMES); 2025, Vol. 145 Issue 1, p1141-1166, 26p

Témata: 6G networks, ANOMALY detection (Computer security), BAYESIAN analysis, DEEP learning, WAVELET transforms, INTERNET security, CYBERTERRORISM

Adaptive Ensemble Framework With Synthetic Sampling for Tackling Class Imbalance Problem.

Autoři: Sasirekha, R. Kanisha, B.

Zdroj: Engineering Reports; Apr2025, Vol. 7 Issue 4, p1-10, 10p

Témata: ENSEMBLE learning, GENERATIVE adversarial networks, LEARNING strategies, HEART diseases, ALGORITHMS

Sequential SAR-to-Optical Image Translation.

Autoři: Wei, Jingbo Zhou, Huan Ke, Peng a další

Zdroj: Remote Sensing; Jul2025, Vol. 17 Issue 13, p2287, 19p

Témata: SYNTHETIC aperture radar, TRANSFORMER models, FEATURE extraction

Text-Conditioned Diffusion-Based Synthetic Data Generation for Turbine Engine Sensor Analysis and RUL Estimation.

Autoři: Mora-de-León, Luis Pablo Solís-Martín, David Galán-Páez, Juan a další

Zdroj: Machines; May2025, Vol. 13 Issue 5, p374, 25p

Témata: REMAINING useful life, GENERATIVE adversarial networks, PRINCIPAL components analysis, AUTOENCODERS, STATISTICAL correlation

Conditional VAE for personalized neurofeedback in cognitive training.

Autoři: Tibermacine, Imad Eddine Russo, Samuele Scarano, Gianmarco a další

Zdroj: PLoS ONE; 10/31/2025, Vol. 20 Issue 10, p1-28, 28p

Témata: MACHINE learning, FEATURE extraction, NEUROPHYSIOLOGY, ARTIFICIAL intelligence, COGNITIVE training, ROUTINE diagnostic tests

ECG Sensor Design Assessment with Variational Autoencoder-Based Digital Watermarking.

Autoři: Hsu, Chih-Yu Chang, Chih-Yin Chen, Yin-Chi a další

Zdroj: Sensors (14248220); Apr2025, Vol. 25 Issue 7, p2321, 26p

Témata: DIGITAL technology, DIGITAL watermarking, COPYRIGHT, DATA security, DETECTOR circuits

Multimodal medical image-to-image translation via variational autoencoder latent space mapping.

Autoři: Liang Z Cheng M Ma J a další

Zdroj: Medical physics [Med Phys] 2025 Jul; Vol. 52 (7), pp. e17912. Date of Electronic Publication: 2025 May 29.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

Výrazy ze slovníku MeSH: Image Processing, Computer-Assisted*/methods , Multimodal Imaging*/methods, Humans ; Magnetic Resonance Imaging ; Head and Neck Neoplasms/diagnostic imaging ; Cone-Beam Computed Tomography ; Autoencoder

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

Autoři: Abdi-Sargezeh, Bahman Shirani, Sepehr Valentin, Antonio a další

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

Témata: GENERATIVE adversarial networks, AUTOENCODERS, EPILEPTIFORM discharges, ELECTROENCEPHALOGRAPHY, DATA mapping

An enhancement of machine learning model performance in disease prediction with synthetic data generation.

Autoři: Kannan, M. Umamaheswari, D. Manimekala, B. a další

Zdroj: Scientific Reports; 9/29/2025, Vol. 15 Issue 1, p1-21, 21p

Témata: MACHINE learning, DATA augmentation, ARTIFICIAL intelligence, PREDICTION models, DATA quality

CAESAR: A Unified Framework for Foundation and Generative Models for Efficient Compression of Scientific Data.

Autoři: Li, Xiao Zhu, Liangji Lee, Jaemoon a další

Zdroj: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 16, p8977, 24p

Témata: DATA compression, DATA reduction, INTERPOLATION, LATENT variables, EMPIRICAL research

Sparse Regularized Autoencoders-Based Radiomics Data Augmentation for Improved EGFR Mutation Prediction in NSCLC.

Autoři: Munir, Muhammad Asif Shah, Reehan Ali Waheed, Urooj a další

Zdroj: Future Internet; Nov2025, Vol. 17 Issue 11, p495, 23p

Témata: LUNG cancer, EPIDERMAL growth factor receptors, RADIOMICS, AUTOENCODERS, MACHINE learning, ONCOLOGY, DATA augmentation

Clinical evaluation of medical image synthesis: a case study in wireless capsule endoscopy.

Autoři: Gatoula, Panagiota Diamantis, Dimitrios E. Koulaouzidis, Anastasios a další

Zdroj: Scientific Reports; 10/8/2025, Vol. 15 Issue 1, p1-19, 19p

Témata: CAPSULE endoscopy, INFLAMMATORY bowel diseases, COMPUTER-assisted image analysis (Medicine), DIAGNOSTIC examinations, AUTOENCODERS, CLINICAL decision support systems, ARTIFICIAL intelligence

A Physics-Informed Variational Autoencoder for Modeling Power Plant Thermal Systems.

Autoři: Zhu, Baoyu Ren, Shaojun Weng, Qihang a další

Zdroj: Energies (19961073); Sep2025, Vol. 18 Issue 17, p4742, 24p

Témata: THERMAL engineering, CONSTRAINTS (Physics), PREDICTION models, ENERGY conversion, AUTOENCODERS, MACHINE learning

Robust Synthetic Data Generation for Sequential Financial Models Using Hybrid Variational Autoencoder–Markov Chain Monte Carlo Architectures.

Autoři: Bruni Prenestino, Francesco Barbierato, Enrico Gatti, Alice

Zdroj: Future Internet; Feb2025, Vol. 17 Issue 2, p95, 31p

Témata: MARKOV chain Monte Carlo, GENERATIVE adversarial networks, DATA privacy, TIME series analysis, MACHINE learning