Search Results - Robust convolutional autoencoder*

Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises

Authors: Yan, Shen Shao, Haidong Xiao, Yiming et al.

Source: Robotics and Computer-Integrated Manufacturing. 79

Subject Terms: Machine tools, Deep learning, Unsupervised anomaly detection, Hybrid robust convolutional autoencoder, Noises, Drift och underhållsteknik, Operation and Maintenance

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-92934

Robust Spectral Anomaly Detection in EELS Spectral Images via Three Dimensional Convolutional Variational Autoencoders

Authors: Sultanov, Seyfal Buban, James P Klie, Robert F

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Condensed Matter - Materials Science, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2412.16200

SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival

Authors: Pan, Liangrui Peng, Yijun Li, Yan et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2403.09290

Multi-loss Function in Robust Convolutional Autoencoder for Reconstruction Low-quality Fingerprint Image

Authors: Farchan Hakim Raswa Franki Halberd Agus Harjoko et al.

Source: 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). :428-431

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

Robust computationally-efficient wireless emitter classification using autoencoders and convolutional neural networks

Authors: Almazrouei, E Gianini, G Almoosa, N et al.

Index Terms: Classification, Convolutional neural network, Deep Learning, Denoising Autoencoder, IEEE Wi-Fi protocol, LTE, Spectrum management, info:eu-repo/semantics/article

URL: https://hdl.handle.net/10281/454832
info:eu-repo/semantics/altIdentifier/pmid/33915685
info:eu-repo/semantics/altIdentifier/wos/WOS:000638860300001
volume:21
issue:7
firstpage:1
lastpage:25
numberofpages:25
journal:SENSORS

Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders

Authors: Mishra, Aditya Samin, Ahnaf Mozib Etemad, Ali et al.

Index Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2501.16626

Computationally Efficient Hyperspectral Image Classification Using Deep Autoencoder and Multistage 2 Dimensional Convolutional Autoencoder Architectures.

Authors: Burnase, Sneha R. Sonar, Poonam N. Shelare, Maitreya

Source: Procedia Computer Science. 2025, Vol. 260, p1017-1025. 9p.

Subject Terms: Image recognition (Computer vision), Autoencoder, Time complexity, Support vector machines, Feature extraction

Photonic analog-to-digital converter powered by a generalized and robust convolutional recurrent autoencoder

Authors: Xiuting Zou Shaofu Xu Anyi Deng et al.

Source: Optics Express. 28:39618

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences

Access URL: https://pubmed.ncbi.nlm.nih.gov/33379507
http://ui.adsabs.harvard.edu/abs/2020OExpr..2839618Z/abstract
https://www.ncbi.nlm.nih.gov/pubmed/33379507
https://www.osapublishing.org/oe/fulltext.cfm?uri=oe-28-26-39618&id=444807

Hybrid Deep Convolutional Neural Networks Combined with Autoencoders And Augmented Data To Predict The Look-Up Table 2006

Authors: Djeddou, Messaoud Hellal, Aouatef Hameed, Ibrahim A. et al.

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2408.14626

Multivariate Physics-Informed Convolutional Autoencoder for Anomaly Detection in Power Distribution Systems with High Penetration of DERs

Authors: Zideh, Mehdi Jabbari Solanki, Sarika Khushalani

Index Terms: Electrical Engineering and Systems Science - Systems and Control, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2406.02927

Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks

Authors: Immordino, Gabriele Vaiuso, Andrea Da Ronch, Andrea et al.

Index Terms: Computer Science - Computational Engineering, Finance, and Science, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2405.04396

Robust Spectral Anomaly Detection in EELS Spectral Images via 3D Convolutional Variational Autoencoders.

Authors: Sultanov S Ayyubi RAW Buban JP et al.

Source: Small (Weinheim an der Bergstrasse, Germany) [Small] 2025 Aug; Vol. 21 (33), pp. e2503019. Date of Electronic Publication: 2025 Jul 06.

Publication Type: Journal Article

Journal Info: Publisher: Wiley-VCH Country of Publication: Germany NLM ID: 101235338 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1613-6829 (Electronic) Linking ISSN: 16136810 NLM ISO Abbreviation: Small Subsets: PubMed not MEDLINE; MEDLINE

SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival.

Authors: Pan L Peng Y Li Y et al.

Source: Computers in biology and medicine [Comput Biol Med] 2024 Apr; Vol. 172, pp. 108301. Date of Electronic Publication: 2024 Mar 15.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

MeSH Terms: Quality of Life* , Neoplasms*/diagnostic imaging, Humans

Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction.

Authors: Hou W Lin C Yu L et al.

Source: IEEE transactions on medical imaging [IEEE Trans Med Imaging] 2023 Aug; Vol. 42 (8), pp. 2462-2473. Date of Electronic Publication: 2023 Aug 01.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

MeSH Terms: Genomics* , Neoplasms*/diagnostic imaging, Humans

DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution

Authors: Lomoio, Ugo Veltri, Pierangelo Guzzi, Pietro Hiram et al.

Index Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2404.15307

Predicting lncRNA and disease associations with graph autoencoder and noise robust gradient boosting.

Authors: Tang L Huang L Yuan Y

Source: Scientific reports [Sci Rep] 2025 May 31; Vol. 15 (1), pp. 19178. Date of Electronic Publication: 2025 May 31.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: RNA, Long Noncoding*/genetics , Computational Biology*/methods , Genetic Predisposition to Disease*, Humans ; Algorithms ; Neoplasms/genetics ; Autoencoder

Robust Computationally-Efficient Wireless Emitter Classification Using Autoencoders and Convolutional Neural Networks.

Authors: Almazrouei E Gianini G Almoosa N et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2021 Apr 01; Vol. 21 (7). Date of Electronic Publication: 2021 Apr 01.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: PubMed not MEDLINE; MEDLINE

CAECC-Subtyper: A Novel Convolutional Autoencoder Framework for Integrating Multi-omics Data in Cancer Subtyping.

Authors: Uyar H Gumus O

Source: Biochemical genetics [Biochem Genet] 2025 Dec 04. Date of Electronic Publication: 2025 Dec 04.

Publication Type: Journal Article

Journal Info: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 0126611 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-4927 (Electronic) Linking ISSN: 00062928 NLM ISO Abbreviation: Biochem Genet Subsets: MEDLINE

Sensor-Driven Surrogate Modeling and Control of Nonlinear Dynamical Systems Using FAE-CAE-LSTM and Deep Reinforcement Learning

Authors: Kherad, M. Moayyedi, M. K. Fotouhi-Ghazvini, F. et al.

Source: Sensors. 25(16)

Subject Terms: Autoencoders, Control Of Dynamical Systems, Cyber-physical Systems, Deep Reinforcement Learning, Long Short-term Memory, Sensor-driven Modeling, Circular Cylinders, Computer Control Systems, Convolution, Dynamical Systems, Dynamics, Embedded Systems, Flow Control, Fuel Additives, Nonlinear Dynamical Systems, Real Time Control, Robust Control, Auto Encoders, Control Of Dynamical System, Cybe-physical Systems, High-dimensional, Higher-dimensional, Reinforcement Learning Agent, Reinforcement Learnings, Short Term Memory

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Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-73172
https://doi.org/10.3390/s25165149

Robust Unsupervised Anomaly Detection with Variational Autoencoder in Multivariate Time Series Data
多変量時系列データの変分オートエンコーダによるロバストな教示なし異常検知

Authors: Yokkampon, Umaporn, Yokkampon, Umaporn

Subject Terms: Anomaly detection, Multivariate time series, Convolutional variational autoencoder, Data mining, Threshold setting strategy