Search Results - "unsupervised autoencoder"

Weight Decay Optimized Unsupervised Autoencoder Based Anomaly Detection in Uncontrolled Dynamic Structural Health Monitoring

Authors: Kang Yang Zekun Yang Zhihui Tian et al.

Source: Lecture Notes in Computer Science ISBN: 9783031948947

An Elliptic Kernel Unsupervised Autoencoder—Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing

Authors: Estefanía Alfaro-Mejía Carlos J. Delgado Vidya Manian

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18:14594-14614

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, 13. Climate action, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Electrical Engineering and Systems Science - Image and Video Processing, 15. Life on land

Access URL: http://arxiv.org/abs/2406.06742

Enhancing cybersecurity in virtual power plants by detecting network based cyber attacks using an unsupervised autoencoder approach

Authors: Kumari Nutan Singh Arup Kumar Goswami Nalin Behari Dev Chudhury et al.

Source: Scientific Reports. 15

Biomedical ECG Signal Compression by Combining Wavelet Transform and Unsupervised Autoencoder Techniques

Authors: null Abhijeet. Y. Men

Source: Advances in Nonlinear Variational Inequalities. 27:01-17

Anomaly Detection in Networking Logs using Unsupervised Autoencoder Learning

Authors: Kaushik Bar

PerDetect: A Personalized Arrhythmia Detection System Based on Unsupervised Autoencoder

Authors: Zhaoyi Zhong Le Sun

Source: 2023 7th Asian Conference on Artificial Intelligence Technology (ACAIT). :914-919

Speech-based Depression Detection Using Unsupervised Autoencoder

Authors: Guangyao Sun Shenghui Zhao Bochao Zou et al.

Source: 2022 7th International Conference on Signal and Image Processing (ICSIP). :35-38

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

A Novel Unsupervised Autoencoder-Based HFOs Detector in Intracranial EEG Signals

Authors: Weilai Li Lanfeng Zhong Weixi Xiang et al.

Source: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1426-1430

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

An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing

Authors: Alfaro-Mejia, Estefania Delgado, Carlos J Manian, Vidya

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Electrical Engineering and Systems Science - Image and Video Processing, text

URL: http://arxiv.org/abs/2406.06742

An End-to-End Underwater-Image-Enhancement Framework Based on Fractional Integral Retinex and Unsupervised Autoencoder

Authors: Yang Yu Chenfeng Qin

Source: Fractal and Fractional, Vol 7, Iss 1, p 70 (2023)

Subject Terms: underwater image enhancement, fractional integral Retinex, unsupervised autoencoder, Thermodynamics, QC310.15-319, Mathematics, QA1-939, Analysis, QA299.6-433

File Description: electronic resource

Relation: https://www.mdpi.com/2504-3110/7/1/70; https://doaj.org/toc/2504-3110

Access URL: https://doaj.org/article/e75f6a7c74494fe8bbc6aff604610e19

A Hybrid Deep Physics Neural Network Model for Unsupervised Autoencoder to Perform Data Conditioning

Authors: Srinath Madasu Keshava Prasad Rangarajan

Source: 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT). :1-7

Subject Terms: 0502 economics and business, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/isspit/isspit2019.html#MadasuR19

Large-Scale Integrative Analysis of Soybean Transcriptome Using an Unsupervised Autoencoder Model

Authors: Lingtao Su Chunhui Xu Shuai Zeng et al.

Source: Front Plant Sci
Frontiers in Plant Science, Vol 13 (2022)

Subject Terms: autoencoder, 0301 basic medicine, 2. Zero hunger, 0303 health sciences, 03 medical and health sciences, transcriptome analysis, tissue-specific gene, deep learning, Plant culture, gene regulatory network, Plant Science, soybean, SB1-1110

Access URL: https://www.frontiersin.org/articles/10.3389/fpls.2022.831204/pdf
https://pubmed.ncbi.nlm.nih.gov/35310659
https://doaj.org/article/acf6d717dcc14e73a5378536d91ccc29

Correlation and root cause analysis of trace data using an unsupervised autoencoder

Enhancing cybersecurity in virtual power plants by detecting network based cyber attacks using an unsupervised autoencoder approach.

Authors: Singh, Kumari Nutan Goswami, Arup Kumar Chudhury, Nalin Behari Dev et al.

Source: Scientific Reports; 9/5/2025, Vol. 15 Issue 1, p1-23, 23p

Subject Terms: FALSIFICATION of data, AUTOENCODERS, MACHINE learning, ENERGY infrastructure, INTERNET of things, CYBERTERRORISM, INTERNET security

Anomaly Detection in Networking Logs Using Unsupervised Autoencoder Learning.

Authors: Bar, Kaushik

Source: IUP Journal of Computer Sciences; Jul-Sep2025, Vol. 19 Issue 3, p47-60, 14p

Subject Terms: LONG short-term memory, ANOMALY detection (Computer security), AUTOENCODERS, ROOT cause analysis, DETECTORS

Unsupervised autoencoder for disentangled embedding generation

Authors: Universitat Politècnica de Catalunya Radeva, Petia Castán, Javier et al.

Index Terms: Àrees temàtiques de la UPC::Informàtica, Deep learning, Aprenentatge profund, aprenentatge de representació no supervisat, disentangled space, autoencoder, varitional autoencoder., unsupervised representation learning, Master thesis

URL: https://hdl.handle.net/2117/335296

An Unsupervised Autoencoder Developed from Dynamic Contrast-Enhanced (DCE)-MRI Datasets for Classification of Acute Tumor Response in an Animal Model

Authors: H. Bagher-Ebadian T.N. Nagaraja G. Cabral et al.

Source: International Journal of Radiation Oncology*Biology*Physics. 114:S34

Subject Terms: 03 medical and health sciences, 0302 clinical medicine

Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation

Authors: Hanjie Deng Zhikai Wei Xuhui Hu et al.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 33, Pp 1026-1037 (2025)

Subject Terms: Male, Adult, online manifold learning, Electromyography, electrode shift, Reproducibility of Results, Artificial Limbs, RM1-950, Online Systems, Adaptation, Physiological, decoder adaptation, User-Computer Interface, unsupervised autoencoder, Medical technology, Humans, Myoelectric control, Therapeutics. Pharmacology, R855-855.5, Muscle, Skeletal, Algorithms, Unsupervised Machine Learning

Access URL: https://pubmed.ncbi.nlm.nih.gov/40031560
https://doaj.org/article/9c117e45b6be4d6393197279edfd7a0f

Unsupervised Autoencoder Approach for Precise Line-Type Mura Detection and Classification

Authors: Chang, Ting-Yu Lin, Chia-Yu Research and Development et al.

Contributors: Chang, Ting-Yu Lin, Chia-Yu Research and Development et al.

Source: 2025 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) ; page 507-508

Availability: https://doi.org/10.1109/icce-taiwan66881.2025.11207809
http://xplorestaging.ieee.org/ielx8/11207711/11207744/11207809.pdf?arnumber=11207809

CORRELATION AND ROOT CAUSE ANALYSIS OF TRACE DATA USING AN UNSUPERVISED AUTOENCODER