Výsledky vyhľadávania - "Traditional Autoencoder"

Improve the Traditional Autoencoder Student Classroom Behavior Recognition Algorithm

Autori: Man Zhang Yan Wei

Zdroj: 2022 2nd International Conference on Computational Modeling, Simulation and Data Analysis (CMSDA). :234-239

Anomaly Detection using Autoencoders on Fundamental LZ Signals.

Autori: Anderson, Tyler Arthurs, Maris Monzani, Maria Elena

Zdroj: EPJ Web of Conferences; 10/7/2025, Vol. 337, p1-8, 8p

Enhancing yield prediction from plot-level satellite imagery through genotype and environment feature disentanglement.

Autori: Powadi, Anirudha A. Jubery, Talukder Z. Tross, Michael a ďalší

Zdroj: Frontiers in Plant Science; 2025, p1-16, 16p

Predmety: GENOTYPES, DEEP learning, FEATURE extraction, PLANT breeding, REMOTE-sensing images, HUMAN ecology, PRECISION farming, AGRICULTURAL forecasts

ODBAE: a high-performance model identifying complex phenotypes in high-dimensional biological datasets.

Autori: Shen, Yafei Zhang, Tao Liu, Zhiwei a ďalší

Zdroj: Communications Biology; 10/2/2025, Vol. 8 Issue 1, p1-19, 19p

Predmety: PHENOTYPES, BIOLOGICAL systems, ENERGY metabolism, BIOLOGICAL databases, MACHINE learning, OUTLIER detection, AUTOENCODERS

Identifying Tampered Radio-Frequency Transmissions in LoRa Networks Using Machine Learning.

Autori: Senol, Nurettin Selcuk Rasheed, Amar Baza, Mohamed a ďalší

Zdroj: Sensors (14248220); Oct2024, Vol. 24 Issue 20, p6611, 24p

Predmety: PRINCIPAL components analysis, ANOMALY detection (Computer security), COMPUTER network security, RADIO transmitters & transmission, INTERNET of things, DATA transmission systems

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

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

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

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

VAE-Based Real-Time Anomaly Detection Approach for Enhanced V2X Communication Security.

Autori: Gebrezgiher, Yonas Teweldemedhin Jeremiah, Sekione Reward Gritzalis, Stefanos a ďalší

Zdroj: Applied Sciences (2076-3417); Jun2025, Vol. 15 Issue 12, p6739, 18p

Predmety: LONG short-term memory, GENERATIVE artificial intelligence, CONVOLUTIONAL neural networks, AUTOENCODERS, TRAFFIC patterns, INTELLIGENT transportation systems

Short-Term Natural Gas Load Forecasting Based on GSTAE-Dropout Autoencoder. (English)

Autori: WANG Zeyu GUO Junming I. I. Baolong a ďalší

Zdroj: Journal of Beijing Institute of Petrochemical Technology; Jun2025, Vol. 33 Issue 2, p49-56, 8p

Predmety: AUTOENCODERS, NATURAL gas, FORECASTING, FEATURE extraction, F-test (Mathematical statistics), PREDICTION models

TSTBFuse: a two-stage three-branch feature extraction method for infrared and visible image fusion.

Autori: Zhang, Wangwei Qin, Xinyue Dai, Menghao a ďalší

Zdroj: Electronic Research Archive; 2025, Vol. 33 Issue 6, p1-29, 29p

Predmety: CONVOLUTIONAL neural networks, INFRARED imaging, HEAT radiation & absorption, VERNACULAR architecture, IMAGE fusion, MAGNETIC resonance

基于 Transformer 掩码重建的 转子绕组匝间短路检测. (Chinese)

Alternate Title: Rotor Winding Inter-turn Short-circuit Detection based on Transformer Mask Reconstruction. (English)

Autori: 姚驰宇 桂 晶 李 泼 a ďalší

Zdroj: Large Electric Machine & Hydraulic Turbine; 2025, Issue 3, p31-36, 6p

Identification of Geochemical Anomalies Using a Memory-Augmented Autoencoder Model with Geological Constraint: Identification of Geochemical Anomalies: Luo, Zhou, Tang, Gong and Liu.

Autori: Luo, Tonghui Zhou, Zhongli Tang, Long a ďalší

Zdroj: Natural Resources Research; Feb2025, Vol. 34 Issue 1, p23-40, 18p

Predmety: MACHINE learning, PROSPECTING, AUTOENCODERS, ORE deposits, EARTH sciences

Graph-Variational Convolutional Autoencoder-Based Fault Detection and Diagnosis for Photovoltaic Arrays.

Autori: Arifeen, Murshedul Petrovski, Andrei Hasan, Md Junayed a ďalší

Zdroj: Machines; Dec2024, Vol. 12 Issue 12, p894, 15p

Predmety: SOLAR cells, RENEWABLE energy sources, PHOTOVOLTAIC power systems, SOLAR energy, AUTOENCODERS

Comprehensive Analysis and Improved Techniques for Anomaly Detection in Time Series Data with Autoencoder Models.

Autori: Erniyazov, Sarvarbek Yong-Min Kim Jaleel, Mohammed Abdul a ďalší

Zdroj: International Journal on Advanced Science, Engineering & Information Technology; 2024, Vol. 14 Issue 6, p1861-1867, 7p

Predmety: LONG short-term memory, AUTOENCODERS, SYSTEM failures, TIME series analysis, DATA modeling

Interpretation of autoencoder-learned collective variables using Morse–Smale complex and sublevelset persistent homology: An application on molecular trajectories.

Autori: Lee, Shao-Chun Z, Y

Zdroj: Journal of Chemical Physics; 4/14/2024, Vol. 160 Issue 14, p1-13, 13p

CTNet: an efficient coupled transformer network for robust hyperspectral unmixing.

Autori: Meng, Fanlei Sun, Haixin Li, Jie a ďalší

Zdroj: International Journal of Remote Sensing; Sep2024, Vol. 45 Issue 17, p5679-5712, 34p

Predmety: TRANSFORMER models, ARCHITECTURAL design, PIXELS, TRANSCRIPTION (Linguistics)

Combining KNN with AutoEncoder for Outlier Detection.

Autori: Liu, Shu-Zheng Ma, Shuai Chen, Han-Qing a ďalší

Zdroj: Journal of Computer Science & Technology (10009000); Sep2024, Vol. 39 Issue 5, p1153-1166, 14p

Predmety: AUTOENCODERS, K-nearest neighbor classification, ARTIFICIAL intelligence, IMAGE processing

基于多源异构信息的浮选过程运行状态评价. (Chinese)

Alternate Title: Operating Performance Assessment of Flotation Process Based on Multi-source Heterogeneous Information. (English)

Autori: 刘 炎 卜齐杰 赵红晨 a ďalší

Zdroj: Journal of Northeastern University (Natural Science); Sep2024, Vol. 45 Issue 9, p1217-1226, 10p

Predmety: AUTOENCODERS, AUTHENTIC assessment, MULTISENSOR data fusion, INFORMATION processing, COMPARATIVE method

Mineralized-Anomaly Identification Based on Convolutional Sparse Autoencoder Network and Isolated Forest.

Autori: Yang, Na Zhang, Zhenkai Yang, Jianhua a ďalší

Zdroj: Natural Resources Research; Feb2023, Vol. 32 Issue 1, p1-18, 18p

Predmety: ADDITION (Mathematics), GENERALIZATION, MINERALIZATION, ORE deposits, PRIOR learning

Geografický termín: SHAANXI Sheng (China), CHINA

基于内存增强自编码器的轻量级无人机网络异常检测模型. (Chinese)

Alternate Title: Lightweight anomaly detection model for UAV networks based on memory-enhanced autoencoders. (English)

Autori: 胡天柱 沈玉龙 任保全 a ďalší

Zdroj: Journal on Communication / Tongxin Xuebao; Apr2024, Vol. 45 Issue 4, p13-26, 14p

Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks

Autori: Manteiga, Minia Santoveña, Raúl Álvarez, Marco A. a ďalší

Témy: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Astrophysics of Galaxies, Astrophysics - Solar and Stellar Astrophysics, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2501.11762