Autoencoder [autoenkodér]

topical
Persistent link   https://www.medvik.cz/link/D000098446
Definition

An unsupervised learning technique where the machine learns patterns in unlabeled data sets, makes compressed representations and reconstructs the input as output at minimum loss of features from the input. Autoencoders are useful in denoising images, DIMENSIONALITY REDUCTION and feature extraction.

DUI
D000098446 MeSH Browser
CUI
M000766685
Previous indexing
Algorithms (2011-2024); Neural Networks, Computer (2011-2024)
History note
2025
Public note
2025

G Phenomena and Processes
G17 Mathematical Concepts 66
G17.035 Algorithms 2 697
G17.035.125 Adaptive Algorithms
G17.035.250 Artificial Intelligence 394
G17.035.250.500 Machine Learning 148
G17.035.250.500.250 Deep Learning 51
G17.035.250.500.250.250 Autoencoder
G17.035.250.500.250.500 Large Language Models
G17.035.250.500.750 Unsupervised Machine Learning 6
G17.035.250.500.750.500 Autoencoder
G17.035.297 Autoencoder
G17.035.344 Backtracking Algorithms
G17.035.438 Boosting Machine Learning Algorithms
G17.035.485 Classification Algorithms
G17.035.509 Clustering Algorithms
G17.035.521 Compression Algorithms
G17.035.527 Detection Algorithms
G17.035.532 Dimensionality Reduction
G17.035.556 Dynamic Programming
G17.035.579 Generative Adversarial Networks
G17.035.602 Genetic Algorithms
G17.035.614 Hidden Markov Models
G17.035.625 Latent Class Analysis 10
G17.035.672 Machine Learning Algorithms
G17.035.684 Multiple-Instance Learning Algorithms
G17.035.696 Parallel Algorithms
G17.035.719 Particle Swarm Optimization
G17.035.766 Prediction Algorithms
G17.485 Neural Networks, Computer 339
G17.485.500 Deep Learning 51
G17.485.500.250 Autoencoder
G17.485.500.500 Large Language Models

L Information Science
L01 Information Science 166
L01.224 Computing Methodologies 159
L01.224.050 Algorithms 2 697
L01.224.050.188 Adaptive Algorithms
L01.224.050.375 Artificial Intelligence 394
L01.224.050.375.530 Machine Learning 148
L01.224.050.375.530.250 Deep Learning 51
L01.224.050.375.530.250.250 Autoencoder
L01.224.050.375.530.250.500 Large Language Models
L01.224.050.375.530.750 Unsupervised Machine Learning 6
L01.224.050.375.530.750.500 Autoencoder
L01.224.050.375.605 Neural Networks, Computer 339
L01.224.050.375.605.500 Deep Learning 51
L01.224.050.375.605.500.250 Autoencoder
L01.224.050.375.605.500.500 Large Language Models
L01.224.050.395 Autoencoder
L01.224.050.414 Backtracking Algorithms
L01.224.050.453 Boosting Machine Learning Algorithms
L01.224.050.531 Cellular Automata
L01.224.050.570 Classification Algorithms
L01.224.050.590 Clustering Algorithms
L01.224.050.600 Compression Algorithms
L01.224.050.605 Detection Algorithms
L01.224.050.609 Dimensionality Reduction
L01.224.050.629 Dynamic Programming
L01.224.050.648 Generative Adversarial Networks
L01.224.050.668 Genetic Algorithms
L01.224.050.678 Hidden Markov Models
L01.224.050.687 Latent Class Analysis 10
L01.224.050.726 Machine Learning Algorithms
L01.224.050.736 Multiple-Instance Learning Algorithms
L01.224.050.746 Parallel Algorithms
L01.224.050.765 Particle Swarm Optimization
L01.224.050.804 Prediction Algorithms

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