Search Results - "autoencoder"

Conditioned fully convolutional denoising autoencoder for multi-target NILM

Authors: García, Diego Pérez, Daniel Papapetrou, Panagiotis et al.

Source: Neural Computing & Applications. 37(17):10491-10505

Subject Terms: Non-intrusive Load Monitoring, Energy Efficiency, Deep Convolutional Neural Networks, Interpretability, Multi-target NILM models, data- och systemvetenskap, Computer and Systems Sciences

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-237967
https://doi.org/10.1007/s00521-024-10552-0

Enhanced Adaptive Autoencoder Framework for Continuous Monitoring and Fault Management in Industrial Sensors

Authors: Lincoln Moura de Oliveira Menaouar Berrehil El Kattel Demercil de Souza Oliveira et al.

Source: Oliveira, L M D, Kattel, M B E, Oliveira, D D S, Vasquez, J C, Guerrero, J M & Antunes, F L M 2025, 'Enhanced Adaptive Autoencoder Framework for Continuous Monitoring and Fault Management in Industrial Sensors', IEEE Sensors Journal, vol. 25, no. 13, pp. 25682-25692. https://doi.org/10.1109/JSEN.2025.3565982

Subject Terms: autoencoder (AE), sensor fault diagnosis and isolation, Autoencoder (AE), Industrial process monitoring, industrial process monitoring, name=SDG 11 - Sustainable Cities and Communities

A supervised variational autoencoder framework for dimensionality reduction and predictive modeling in high-dimensional socioeconomic data

Authors: Pei Xue Tianshun Li

Source: Journal of Economy and Technology, Vol 4, Iss, Pp 9-19 (2026)

Subject Terms: High-dimensional data, Socioeconomic forecasting, Economics as a science, Electronic computers. Computer science, Supervised variational autoencoder, Social Sciences, QA75.5-76.95, Dimensionality reduction, HB71-74, Nonlinear representation learning, Predictive modeling

Access URL: https://doaj.org/article/38a6a8d09a8045ceaf6f58f757d3bf5e

Context-Dependent Manifold Learning in Dynamical Systems: A Neuromodulated Constrained Autoencoder Approach

Authors: Adriaens, Jérôme Drion, Guillaume Sacré, Pierre

Source: Symmetry and Geometry in Neural Representations workshop, NeurIPS 2025, San Diego, United States - California [US-CA], Tuesday Dec 2nd through Sunday Dec 7th

Subject Terms: Nonlinear dimensionality reduction, Neuromodulation, Context-dependent learning, Constrained autoencoder, Engineering, computing & technology, Ingénierie, informatique & technologie

Access URL: https://orbi.uliege.be/handle/2268/336469

Model-Free Multiphase AC Signals Downscaling Method Using Orthogonal Phase-Lock Autoencoder and Circular Harmonic Decomposition

Authors: Xing Qi Tingting Qiu Lassi Aarniovuori et al.

Contributors: Xing Qi Tingting Qiu Lassi Aarniovuori et al.

Source: IEEE Transactions on Industrial Electronics. 72:6573-6582

Subject Terms: Standards, circular harmonic function decomposition, Permanent magnets, signal downscaling, Autoencoder, Vectors, Transforms, multiphase systems, Harmonic analysis, Induction motors, model-free, Rotors, Power system harmonics, Feature extraction, Gold

File Description: fulltext

Access URL: https://lutpub.lut.fi/handle/10024/168838

MEGA: Masked Generative Autoencoder for Human Mesh Recovery

Authors: Fiche, Guénolé Leglaive, Simon Alameda-Pineda, Xavier et al.

Contributors: Fiche, Guénolé Leglaive, Simon Alameda-Pineda, Xavier et al.

Source: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). :5366-5378

Subject Terms: FOS: Computer and information sciences, masked autoencoder, [INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], Human mesh recovery, masked generative modeling, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.18839
https://hal.science/hal-04980723v1

AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder

Authors: Sadok, Samir Leglaive, Simon Girin, Laurent et al.

Contributors: Sadok, Samir Leglaive, Simon Girin, Laurent et al.

Source: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Subject Terms: Pitch estimation and modification, FOS: Computer and information sciences, Sound (cs.SD), Artificial Intelligence (cs.AI), [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, Computer Science - Artificial Intelligence, Audio and Speech Processing (eess.AS), Masked autoencoder, Speech enhancement, FOS: Electrical engineering, electronic engineering, information engineering, Speech analysis/transformation/synthesis, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

File Description: application/pdf

Access URL: http://arxiv.org/abs/2501.05332
https://hal.science/hal-04891286v1

Clustering-Based Identification of Energy Retrofitting Strategies in Italian Buildings: Integrating Weather Data, Spatial Data and Autoencoder-Enhanced Models

Authors: Barros, Diogo Novo de Santos, Vítor Manuel Pereira Duarte dos Anastasiadou, Maria et al.

Contributors: Barros, Diogo Novo de Santos, Vítor Manuel Pereira Duarte dos Anastasiadou, Maria et al.

Subject Terms: Energy Retrofit, Energy Performance, Artificial Intelligence, Machine Learning, Autoencoders, GIS, Spatial Factors, Certification, Buildings, SDG 7 - Affordable and clean energy, SDG 9 - Industry, innovation and infrastructure, SDG 11 - Sustainable cities and communities, SDG 13 - Climate action, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/190838

Analisis Cluster untuk Pengelompokan Kemampuan Penguasaan ICT Menggunakan K-Means dan Autoencoder

Authors: Daru Prasetyawan Rahmadhan Gatra

Source: JISKA (Jurnal Informatika Sunan Kalijaga), Vol 10, Iss 2 (2025)

Subject Terms: Davies-Bouldin Index, ICT, K-Means, Autoencoder, Information technology, T58.5-58.64, Clustering, Silhoutte

Access URL: https://doaj.org/article/fe969d32fdef407bbb312a87276cc52e

Optimal Dimensionality Reduction using Conditional Variational AutoEncoder

Authors: Boussam, Sana Carbone, Mathieu Gérard, Benoît et al.

Contributors: Boussam, Sana Carbone, Mathieu Gérard, Benoît et al.

Source: Transactions on Cryptographic Hardware and Embedded Systems, Vol 2025, Iss 3 (2025)

Subject Terms: TK7885-7895, Computer engineering. Computer hardware, Deep Learning, Side-Channel Attacks, Variational AutoEncoder, Generative Models, Information technology, [INFO] Computer Science [cs], Optimal Dimensionality Reduction, T58.5-58.64, Optimal Attacks

File Description: application/pdf

Access URL: https://doaj.org/article/95892bfa2003433ea20557dbfd1de1dd
https://hal.science/hal-05148980v1
https://hal.science/hal-05148980v1/document
https://doi.org/10.46586/tches.v2025.i3.164-211

Enhancing Weather Monitoring for Agriculture with Deep Learning: Anomaly Detection in East Java Using LSTM Autoencoder and OCSVM

Authors: Maulana Ahsan Fadillah Yenni Angraini Rahma Anisa

Source: JOIN: Jurnal Online Informatika, Vol 10, Iss 1, Pp 227-238 (2025)

Subject Terms: ocsvm, weather, Electronic computers. Computer science, QA75.5-76.95, lstm autoencoder, lstm, anomaly detection

Access URL: https://doaj.org/article/40bb9600e82a47f0a6decd94607ceb8a

Integrasi Convolutional Autoencoder dengan Support Vector Machine untuk Klasifikasi Varietas Almond

Authors: Rizal Fadlullah Sri Winarno Muhammad Naufal

Source: JuTISI (Jurnal Teknik Informatika dan Sistem Informasi), Vol 11, Iss 1, Pp 63-77 (2025)

Subject Terms: Technology, machine learning, Electronic computers. Computer science, klasifikasi, support vector machine, QA75.5-76.95, varietas almond, convolutional autoencoder

Access URL: https://doaj.org/article/0b190ecfac37461bbde16e0f3ebddf6d

A Novel Framework for Predicting Phage-Host Interactions via Host Specificity-Aware Graph Autoencoder

Authors: Zhen Xiao Han Sun Ankang Wei et al.

Source: IEEE Journal of Biomedical and Health Informatics. 29:3069-3078

Subject Terms: Bacteria, Host-Pathogen Interactions, Computational Biology, Humans, Bacteriophages, Autoencoder, Host Specificity, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/40030240

Pan-Cancer Histopathology WSI Pre-Training With Position-Aware Masked Autoencoder

Authors: Kun Wu Zhiguo Jiang Kunming Tang et al.

Source: IEEE Transactions on Medical Imaging. 44:1610-1623

Subject Terms: FOS: Computer and information sciences, Databases, Factual, Neoplasms, Computer Vision and Pattern Recognition (cs.CV), Image Interpretation, Computer-Assisted, Computer Science - Computer Vision and Pattern Recognition, Humans, Supervised Machine Learning, Autoencoder, Algorithms, 3. Good health

Access URL: https://pubmed.ncbi.nlm.nih.gov/40030469
http://arxiv.org/abs/2407.07504

Customer Behavior Classification Using Deep Stacked Autoencoder with Dragonfly Optimization

Authors: Gajendran K S Arunkumar Thangavelu

Source: Journal of Machine and Computing. :2230-2240

scZIGVAE: A Variational Graph Attention Autoencoder Based on the Zero-Inflated Negative Binomial Distribution for Clustering Single-cell RNA-Seq Data

Authors: Yutian Wang Ke Gao Zhaomei Li et al.

Source: Current Bioinformatics. 20:721-735

Temporal Autoencoder for Identification and Predictive Control of Nonlinear Dynamics based on Koopman Operator Theory

Authors: Shenoy, Sucheth Sharan, Bindu Werner, Herbert

Source: 2025 American Control Conference (ACC). :1795-1800

A COMPARATIVE STUDY OF DIVERSE AUTOENCODER MODELS IN LOCAL GEAR PITTING FAULT DIAGNOSIS

Authors: Mustafa Yurtsever Rafet Can Ümütlü Hasan Öztürk

Source: Volume: 13, Issue: 159-73
Konya Mühendislik Bilimleri Dergisi
Konya Journal of Engineering Sciences

Subject Terms: Dinamikler, Titreşim ve Titreşim Kontrolü, Dynamics, Vibration and Vibration Control, Contractive Autoencoder, Sparse Autoencoder, Variational Autoencoder, Local Gear Pitting, Fault Diagnosis

File Description: application/pdf

Access URL: https://avesis.deu.edu.tr/publication/details/9a6ec6bd-8c5c-488c-b870-eaf9c1b53c17/oai
https://dergipark.org.tr/tr/pub/konjes/issue/90599/1571234

Autoencoder Artificial Neural Network Model for Air Pollution Index Prediction

Authors: Nor Irwin Basir Kathlyn Kaiyun Tan Danny Hartanto Djarum et al.

Source: International Islamic University Malaysia Engineering Journal, Vol 26, Iss 1 (2025)

Subject Terms: Air pollution index, Shallow sparse autoencoder, Deep sparse autoencoder, Prediction, TA1-2040, Engineering (General). Civil engineering (General)

Access URL: https://doaj.org/article/cf7a7313166044ac9bfa585353e7e928

Quantum-Classical Autoencoder Architectures for End-to-End Radio Communication

Authors: Zsolt I. Tabi Bence Bakó Dániel T. R. Nagy et al.

Contributors: Zsolt I. Tabi Bence Bakó Dániel T. R. Nagy et al.

Source: IEEE Access, Vol 13, Pp 82181-82192 (2025)

Subject Terms: Quantum circuit, Quantum Physics, 9. Industry and infrastructure, Radio communication, Adaptation models, FOS: Physical sciences, Quantum autoencoder, Autoencoders, Receivers, Symbols, TK1-9971, Physical sciences, radio communication, Encoding, Machine learning, Computer architecture, Electrical engineering. Electronics. Nuclear engineering, Quantum Physics (quant-ph), quantum autoencoder, Neural networks, Quantum machine learning

File Description: application/pdf

Access URL: http://arxiv.org/abs/2405.18105
https://doaj.org/article/9ea1a04e0c2147e49ab3c314e82c0240
http://hdl.handle.net/10138/596697