Search Results - (("Autoencoder application") OR ("Autoencoder applications"))*

Slow feature‐constrained decomposition autoencoder: Application to process anomaly detection and localization.

Authors: Jia, Mingwei Jiang, Lingwei Hu, Junhao et al.

Source: International Journal of Adaptive Control & Signal Processing. Jul2025, Vol. 39 Issue 7, p1483-1502. 20p.

Subject Terms: *AUTOENCODERS, *MANUFACTURING processes, *SIGNAL processing, *TREND analysis, *OUTLIER detection, *MEASUREMENT uncertainty (Statistics), *PROCESS control systems

Autoencoder Application for Artwork Authentication Fingerprinting Using the Craquelure Network

Authors: Gianina Chirosca Roxana Radvan Matei Pop et al.

Source: Applied Sciences, Vol 15, Iss 16, p 9014 (2025)

Subject Terms: craquelure detection, convolutional neural networks, image processing, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/16/9014; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/0c411f6328ac45c29e22cd00b317ec70

Anomaly detection in urban lighting systems using autoencoder and transformer algorithms.

Authors: Śmiałkowski, Tomasz Czyżewski, Andrzej

Source: Scientific Reports; 10/15/2025, Vol. 15 Issue 1, p1-13, 13p

Subject Terms: AUTOENCODERS, MACHINE learning, ENERGY consumption, OUTLIER detection, MUNICIPAL lighting, ARTIFICIAL intelligence, TRANSFORMER models, REAL-time computing

Autoencoder Application for Artwork Authentication Fingerprinting Using the Craquelure Network.

Authors: Chirosca, Gianina Radvan, Roxana Pop, Matei et al.

Source: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 16, p9014, 13p

Subject Terms: ART authentication, DEEP learning, ARTISTIC creation, IMAGE analysis, FEATURE extraction, PATTERN perception, EMBEDDINGS (Mathematics), AUTOENCODERS

Autoencoder Application for Anomaly Detection in Power Consumption of Lighting Systems

Authors: Tomasz Śmiałkowski Andrzej Czyżewski

Source: IEEE Access, Vol 11, Pp 124150-124162 (2023)

Subject Terms: autoencoder, machine learning, smart city, 11. Sustainability, road lighting systems, smart meters, Anomaly detection, Electrical engineering. Electronics. Nuclear engineering, 7. Clean energy, TK1-9971

Access URL: https://doaj.org/article/682c1dc2a6ec473983d8185865ed5f08

Comparative Analysis of Recurrent vs. Temporal Convolutional Autoencoders for Detecting Container Impacts During Quay Crane Handling.

Authors: Jakovlev, Sergej Eglynas, Tomas Pocevicius, Edvinas et al.

Source: Journal of Marine Science & Engineering; Jul2025, Vol. 13 Issue 7, p1231, 23p

Subject Terms: AUTOENCODERS, EDGE computing, CONVOLUTIONAL neural networks, CRANES (Machinery), OUTLIER detection, SHIPPING containers, REAL-time computing

A Pansharpening Based on the Non-Subsampled Contourlet Transform and Convolutional Autoencoder: Application to QuickBird Imagery

Authors: Ahmad Al Smadi Shuyuan Yang Ahed Abugabah et al.

Source: IEEE Access, Vol 10, Pp 44778-44788 (2022)

Subject Terms: Pansharpening, multispectral image fusion, convolutional autoencoder, NSCT, remote sensing, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9761938/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/34ee88da446440829ab7702d7885f6da

An Invariant Representation of Coupler Curves Using a Variational Autoencoder: Application to Path Synthesis of Four-Bar Mechanisms

Authors: Anar Nurizada Anurag Purwar

Source: Volume 8: 47th Mechanisms and Robotics Conference (MR).

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction With Incomplete Multimodal Neuroimages

Authors: Dan Hu Han Zhang Zhengwang Wu et al.

Source: IEEE Transactions on Medical Imaging. 39:4137-4149

Subject Terms: Male, 03 medical and health sciences, 0302 clinical medicine, Brain, Humans, Infant, Neuroimaging, Magnetic Resonance Imaging, Algorithms

Access URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773223
https://pubmed.ncbi.nlm.nih.gov/32746154
https://koreauniv.pure.elsevier.com/en/publications/disentangled-multimodal-adversarial-autoencoder-application-to-in
https://pubmed.ncbi.nlm.nih.gov/32746154/
https://www.ncbi.nlm.nih.gov/pubmed/32746154
http://doi.org/10.1109/TMI.2020.3013825
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7773223
https://dblp.uni-trier.de/db/journals/tmi/tmi39.html#HuZWWWSLLS20

Convolutional Autoencoder Application for Breast Cancer Classification

Authors: Maryam Naderan Yuri Zaychenko

Source: 2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC). :1-4

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 3. Good health

Access URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=9239139
http://xplorestaging.ieee.org/ielx7/9239099/9239115/09239139.pdf?arnumber=9239139

Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation

Authors: An, Seunghwan Jeon, Jong-June

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, Machine Learning (stat.ML), 02 engineering and technology, 01 natural sciences, 0105 earth and related environmental sciences, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2302.11294

Anomaly Detection of Time Series Caused by International Revenue Share Fraud : Additive Model and Autoencoder Applications

Authors: Wang, Lingxiao

Index Terms: Fraud detection, Anomaly detection, Machine learning, Bedrägeriupptäckt, Anomalidetektering, Maskininlärning, Computer Sciences, Datavetenskap (datalogi), Computer Engineering, Datorteknik, Computer and Information Sciences, Data- och informationsvetenskap, Student thesis, info:eu-repo/semantics/bachelorThesis, text

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-325848
TRITA-EECS-EX ; 2023:100

A Stacked Autoencoder Application for Residential Load Curve Forecast and Peak Shaving

Authors: Xinan Wang Di Shi Yishen Wang et al.

Source: 2019 IEEE Power & Energy Society General Meeting (PESGM). :1-5

Subject Terms: Signal Processing (eess.SP), FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Electrical Engineering and Systems Science - Signal Processing, 7. Clean energy

Access URL: http://arxiv.org/pdf/1902.08167
http://arxiv.org/abs/1902.08167
http://ui.adsabs.harvard.edu/abs/2019arXiv190208167W/abstract

CNN Based Autoencoder Application in Breast Cancer Image Retrieval

Authors: Minarno, Agus Eko Ghufron, Kharisma Muzaki Sabrila, Trifebi Shina et al.

Source: 2021 International Seminar on Intelligent Technology and Its Applications (ISITIA)

Availability: https://doi.org/10.1109/isitia52817.2021.9502205
http://xplorestaging.ieee.org/ielx7/9502176/9502189/09502205.pdf?arnumber=9502205

Autoencoders and their applications in machine learning: a survey

Authors: Berahmand, Kamal Daneshfar, Fatemeh Salehi, Elaheh Sadat et al.

Source: Artificial Intelligence Review. 57

Subject Terms: Autoencoder application, 0202 electrical engineering, electronic engineering, information engineering, Bottleneck layer, Feature extraction, Deep learning, Autoencoder, 02 engineering and technology, Reconstruction loss, Dimensionality reduction, Unsupervised learning

[Sparse Denoising Autoencoder Application in Identification of Counterfeit Pharmaceutical]

Authors: Hui-hua, Yang Zhi-chao, Luo Shu-jie, Jiang et al.

Source: Guang pu xue yu guang pu fen xi = Guang pu. 36(9)

Subject Terms: Machine Learning, Spectroscopy, Near-Infrared, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Neural Networks, Computer, 0503 education, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/30084593

Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems

Authors: Chakraborty, Indrasis Chakraborty, Rudrasis Vrabie, Draguna

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0209 industrial biotechnology, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Statistics - Machine Learning, Machine Learning (stat.ML), 02 engineering and technology, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/1804.05320

A variational autoencoder application for real-time anomaly detection at CMS

Authors: Valente, Lorenzo Bonacorsi, Daniele Anzalone, Luca et al.

Contributors: Valente, Lorenzo Bonacorsi, Daniele Anzalone, Luca et al.

Subject Terms: Machine Learning,Deep Learning,HEP,Model Compression,Quantization-Aware Training,HLS4ML,Anomaly Detection,Variational Autoencoder,FPGA, Physics [LM-DM270]

File Description: application/pdf

Relation: https://amslaurea.unibo.it/id/eprint/28788/1/thesisLorenzo.pdf; Valente, Lorenzo (2023) A variational autoencoder application for real-time anomaly detection at CMS. [Laurea magistrale], Università di Bologna, Corso di Studio in Physics [LM-DM270]

Availability: https://amslaurea.unibo.it/id/eprint/28788/
https://amslaurea.unibo.it/id/eprint/28788/1/thesisLorenzo.pdf

Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction With Incomplete Multimodal Neuroimages.

Authors: Hu, Dan Zhang, Han Wu, Zhengwang et al.

Source: IEEE Transactions on Medical Imaging; Dec2020, Vol. 39 Issue 12, p4137-4149, 13p

Subject Terms: COMPUTER-assisted image analysis (Medicine), FUNCTIONAL magnetic resonance imaging, FORECASTING, FUNCTIONAL connectivity, INFANTS, MULTIPLE imputation (Statistics)

A new investment method with AutoEncoder: Applications to crypto currencies

Authors: Masafumi Nakano Akihiko Takahashi

Source: Expert Systems with Applications. 162:113730

Subject Terms: 0502 economics and business, 05 social sciences, 8. Economic growth, 0202 electrical engineering, electronic engineering, information engineering, 1. No poverty, 02 engineering and technology

Access URL: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3473684
https://www.sciencedirect.com/science/article/pii/S0957417420305546
https://doi.org/10.1016/j.eswa.2020.113730
https://dblp.uni-trier.de/db/journals/eswa/eswa162.html#NakanoT20