Výsledky vyhledávání - stacked autoencoder SAE

Performance Evaluation of Support Vector Machine and Stacked Autoencoder for Hyperspectral Image Analysis

Autoři: Brahim Jabir Bendaoud Nadif Isabel De la Torre Díez a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 16429-16444 (2025)

Témata: Ocean engineering, remote sensing, Active learning, QC801-809, hyperspectral data classification, Geophysics. Cosmic physics, deep learning, support vector machine (SVM), TC1501-1800, stacked autoencoder (SAE)

Přístupová URL adresa: https://doaj.org/article/5602b4c04aa6495993f0a42a57ad9363

Stressed Vegetation Identification Under Natural Gas Microleakage From Hyperspectral Images Using Stacked Autoencoder and Multiscale Three-Dimensional Convolutional Neural Network

Autoři: Kangni Xiong Jinbao Jiang Weiwei Ran a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 16334-16346 (2025)

Témata: natural gas microleakage, Ocean engineering, hyperspectral imagery, vegetation stress, QC801-809, Geophysics. Cosmic physics, Convolution neural network, TC1501-1800, stacked autoencoder (SAE)

Přístupová URL adresa: https://doaj.org/article/7663de844d86404e971d9788f0b8a659

Classification of autistic subjects employing modified volume local binary pattern (MVLBP) and stacked Autoencoder (SAE) on functional magnetic resonance imaging (fMRI)

Autoři: Kaviya Elakkiya M. null Dejey

Zdroj: Multimedia Tools and Applications. 84:22161-22186

Detection of sea‐surface target of coastal defense radar based on Stacked Autoencoder (SAE) algorithm

Autoři: He Yan Chao Chen Guodong Jin a další

Zdroj: IET Radar, Sonar & Navigation, Vol 16, Iss 2, Pp 291-305 (2022)

Témata: Stacked Autoencoder (SAE), Cell Averaging Constant False Alarm Rate (CA‐CFAR), Telecommunication, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, TK5101-6720, 02 engineering and technology, 14. Life underwater, coastal defense radar system

Přístupová URL adresa: https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/rsn2.12183
https://doaj.org/article/c840ec18856c45ef96cb36851ea7fd36
https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/rsn2.12183

Rock mass quality classification based on deep learning: A feasibility study for stacked autoencoders

Autoři: Danjie Sheng Jin Yu Fei Tan a další

Zdroj: Journal of Rock Mechanics and Geotechnical Engineering, Vol 15, Iss 7, Pp 1749-1758 (2023)

Témata: Stacked autoencoder (SAE), Back propagation algorithm, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, TA703-712, Deep learning, Engineering geology. Rock mechanics. Soil mechanics. Underground construction, 02 engineering and technology, Rock mass quality classification, 01 natural sciences, 0105 earth and related environmental sciences

Přístupová URL adresa: https://doaj.org/article/6478b6bd19cd457cbec576a0d6ea39b8

Indoor WiFi fingerprint localization based on dual population PSO of stacked autoencoder and multi label classification

Autoři: Yiguo Cheng Kun Zhang Bing Zheng a další

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-17 (2025)

Témata: Deep neural network model, Multi-Label classification, Dual-Population-Particle swarm optimization, Received signal strength, Stacked autoencoder, WiFi fingerprint localization, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/6cf1f84437d640d9bcb9e4456847857c

Stacked encoding and AutoML-based identification of lead–zinc small open pit active mines around Rampura Agucha in Rajasthan state, India

Autoři: Abhishek Kumar Ojha Raja Biswas Akhouri Pramod Krishna

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-20 (2025)

Témata: Automated machine learning (AutoML), Stacked autoencoder (SAE), Extra tree classifier (et), Light gradient boosting machine (lightgbm), Random forest classifier (rf), Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/5810a8a5c34f405c842f6ed2a02ba34e

SALLoc: An Accurate Target Localization in WiFi-Enabled Indoor Environments via SAE-ALSTM

Autoři: Shehu Lukman Ayinla Azrina Abd Aziz Micheal Drieberg

Zdroj: IEEE Access, Vol 12, Pp 19694-19710 (2024)

Témata: indoor localization, long short-time memory, WiFi fingerprinting, 0202 electrical engineering, electronic engineering, information engineering, stacked autoencoder, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, mean localization error, attention mechanism, 01 natural sciences, TK1-9971, 0104 chemical sciences

Přístupová URL adresa: https://doaj.org/article/9b155ed231f04e70a40fb4a263f21af0

A Fault Identification Method for Metal Oxide Arresters Combining Suppression of Environmental Temperature and Humidity Interference with a Stacked Autoencoder

Autoři: Shengwen Shu Xiaoyao Zhang Guobin Wang a další

Zdroj: Energies, Vol 16, Iss 24, p 8033 (2023)

Témata: metal oxide arrester (MOA), fault identification, environmental temperature and humidity, interference suppression, stacked autoencoder (SAE), Technology

Popis souboru: electronic resource

Relation: https://www.mdpi.com/1996-1073/16/24/8033; https://doaj.org/toc/1996-1073

Přístupová URL adresa: https://doaj.org/article/889099d062104a7b8024ca67e2dba73e

Integration of Stacked Autoencoder and Deep Learning Against Unclean Datasets in Detecting SSH and FTP Brute Force Attack.

Autoři: Arrizki, Deka Julian Santoso, Bagus Jati Purwitasari, Diana a další

Zdroj: International Journal of Intelligent Engineering & Systems; 2025, Vol. 18 Issue 11, p176-198, 23p

Témata: DEEP learning, AUTOENCODERS, FILE Transfer Protocol (Computer network protocol), DATA quality, INTERNET security, CYBERTERRORISM, COMPUTER network protocols

Indoor WiFi fingerprint localization based on dual population PSO of stacked autoencoder and multi label classification.

Autoři: Cheng, Yiguo Zhang, Kun Zheng, Bing a další

Zdroj: Scientific Reports; 9/26/2025, Vol. 15 Issue 1, p1-17, 17p

Témata: AUTOENCODERS, PARTICLE swarm optimization, WIRELESS geolocation systems, INDOOR positioning systems, CLASSIFICATION algorithms, ARTIFICIAL neural networks

Banking Fraud Detection Using Optimized Enhanced Stacked Autoencoder Approach.

Autoři: Kumar, Deepak Anitha, P. Murugachandravel, J. a další

Zdroj: Security & Privacy. Jul/Aug2025, Vol. 8 Issue 4, p1-12. 12p.

Témata: *LONG short-term memory, *CREDIT card fraud, *OPTIMIZATION algorithms, *AUTOENCODERS, *FRAUD investigation

Automated drug design for druggable target identification using integrated stacked autoencoder and hierarchically self-adaptive optimization

Autoři: Seyed Saeed Masoomkhah Khosro Rezaee Mojtaba Ansari a další

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-22 (2025)

Témata: Machine learning, Deep learning, Drug design, Stacked autoencoder, Particle swarm optimization algorithm, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/04f34e0caa3b4773b801eb08b8524de9

Speech emotion recognition based on a stacked autoencoders optimized by PSO based grass fibrous root optimization

Autoři: Chi Zeng Jialing Li Abbas Habibi

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-16 (2025)

Témata: Speech emotion recognition, Stacked autoencoders, Particle swarm optimization, Grass fibrous root optimization, Feature extraction, Emotional States, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/40ce56e08c5143cbbd452e41bf94eea3

Automated drug design for druggable target identification using integrated stacked autoencoder and hierarchically self-adaptive optimization.

Autoři: Masoomkhah, Seyed Saeed Rezaee, Khosro Ansari, Mojtaba a další

Zdroj: Scientific Reports; 9/1/2025, Vol. 15 Issue 1, p1-22, 22p

Témata: COMPUTER-assisted drug design, DRUG target, MATHEMATICAL optimization, PARTICLE swarm optimization, AUTOENCODERS, DEEP learning, MEDICAL informatics

Optimization of Region Detection forMagnetic Induction Tomography of Cerebral Hemorrhage based on Stacked Autoencoder Algorithm.

Autoři: Ruijuan Chen Xinlei Zhu Yalin Du a další

Zdroj: Journal of Imaging Science & Technology; Jul/Aug2025, Vol. 69 Issue 4, p1-10, 10p

Témata: CEREBRAL hemorrhage, MAGNETIC induction tomography, SENSOR arrays, ARTIFICIAL neural networks, IMAGE reconstruction, IMAGE processing, AUTOENCODERS

Classification of autistic subjects employing modified volume local binary pattern (MVLBP) and stacked Autoencoder (SAE) on functional magnetic resonance imaging (fMRI).

Autoři: M., Kaviya Elakkiya Dejey

Zdroj: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 20, p22161-22186, 26p

Témata: FUNCTIONAL magnetic resonance imaging, INDEPENDENT component analysis, AUTISM spectrum disorders, IMAGE processing, DEEP learning

Stacked autoencoder with weighted loss function for intrusion detection in IoT application.

Autoři: Gangula, Rekha Vutukuru, Murali Mohan Kumar, M. Ranjeeth

Zdroj: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 21, p23501-23529, 29p

Témata: COMPUTER network traffic, INFORMATION storage & retrieval systems, ARTIFICIAL intelligence, AUTOENCODERS, DATABASES, INTRUSION detection systems (Computer security)

A new DDoS attack detection model based on improved stacked autoencoder and gated recurrent unit for software defined network

Autoři: Haizhen Wang Na Jia Yang He a další

Zdroj: The Computer Journal. 68:1028-1049

Speech emotion recognition based on a stacked autoencoders optimized by PSO based grass fibrous root optimization.

Autoři: Zeng, Chi Li, Jialing Habibi, Abbas

Zdroj: Scientific Reports; 7/18/2025, Vol. 15 Issue 1, p1-16, 16p

Témata: EMOTION recognition, PARTICLE swarm optimization, COMPUTER performance, OPTIMIZATION algorithms, DEEP learning, FEATURE extraction, AUTOENCODERS