Výsledky vyhľadávania - "1D convolutional autoencoder"

Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM Autor Binbusayyis, Adel, Vaiyapuri, Thavavel

“…With the rapid advancement in network technologies, the need for cybersecurity has gained increasing momentum in recent years. As a primary defense mechanism,…”
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1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification Autor Kang, Dong-Hyun, Kim, Deok-Hwan

“…To apply emotion recognition and classification technology to the field of human-robot interaction, it is necessary to implement fast data processing and model…”
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OCAE-based feature extraction and cluster analysis of high-energy-consuming plant loads Autor Zhou, Mengran, Kong, Weile, Hu, Feng, Zhu, Ziwei, Wu, Changzhen, Wang, Ling, Zhang, Qiqi, Zhou, Guangyao

“…•Proposes a DL model that has better load feature extraction than 1D-CAE.•Proposes a DL model joint k-means load clustering method with excellent…”
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A New Method for DC Transmission Line Protection Based on Deep Self-Supervised Clustering Autor Shan, Jieshan, Wang, Xinglong, Li, Qiang, He, Tongbo, Zhang, Shihong, Yue, Dinghui

“…To address the insufficient sensitivity and reliability of traditional line protection methods for high-voltage direct current (HVDC) systems in complex…”
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Sleep Stage Identification based on Single-Channel EEG Signals using 1-D Convolutional Autoencoders Autor Dutt, Micheal, Redhu, Surender, Goodwin, Morten, Omlin, Christian W.

“…Automatic sleep stage classification can play a vital role when measuring sleep quality and diagnosing different sleep-related ailments. Several automated…”
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