Výsledky vyhledávání - multi-scale convolutional (recurrent OR current) variational autoencoder*

Anomaly detection for multivariate times series through the multi-scale convolutional recurrent variational autoencoder Autor Xie, Tianming, Xu, Qifa, Jiang, Cuixia

“…To realize the anomaly detection for industrial multi-sensor data, we develop a novel multi-scale convolutional recurrent variational autoencoder (MSCRVAE) model…”
Získat plný text

Convolutional variational autoencoder and multi-scale attention convolutional neural network based diagnostics on filament current sensors for mass spectrometers Autor Li, Xinshuo, Zhou, Wenxing, Yin, Jiancheng, Zhang, Zhen, Huang, Gang, Sheng, Yunlong, Li, Pinghua, Zhuang, Xuye

“… of the filament current sensor when the fault samples are insufficient. The improved convolutional variational autoencoder (CVAE…”
Získat plný text

MSARAE: Multiscale adversarial regularized autoencoders for cortical network classification Autor Zhu, Yihui, Zhou, Yue, Zhang, Xiaotong, Li, Yueying, Yuan, Yonggui, Kong, Youyong

“…•An adversarial regularization module is introduced to improve the accuracy of multi-scale graph variational autoencoder generation…”
Získat plný text

Artificial Intelligence for Speech Classification and Enhancement of Speech and Language Disorders: Techniques, Applications, and Future Directions Autor Remya, M S, Raman, Raghu, Sankaran, Ravi, Namboodiri, Vinod, Nedungadi, Prema

“…Artificial intelligence (AI) has advanced the classification and management of speech and language disorders, which are conditions characterized by the…”
Získat plný text

DCMF-PPI: a protein-protein interaction predictor based on dynamic condition and multi-feature fusion Autor Chen, Siqi, Zheng, Anhong, Yu, Weichi, Zhan, Chao

“… Current research in predicting PPI has shown remarkable progress by integrating protein information with PPI topology structure…”
Získat plný text

A novel fault diagnosis framework based on adaptive VAEGAN and optimal data selection for imbalanced data Autor Hou, Yandong, Cai, Xiaoao, Chen, Zhengquan, Huang, Huige, Zhai, Xiaodong

“…). Firstly, an adaptive training module is designed. By setting a conversion threshold to control the difference of loss values between the variational autoencoder…”
Získat plný text

Deep Learning for Surgical Video Analysis: From Recognition to Prediction Autor Gao, Xiaojie

“…With rapid developments of artificial intelligence in the medical field, the demand for intelligent surgery has also increased accordingly. Accurate analysis…”
Získat plný text