Výsledky vyhledávání - "temporal autoencoder"

Stacked Spatial-Temporal Autoencoder for Quality Prediction in Industrial Processes Autor Yan, Feng, Yang, Chunjie, Zhang, Xinmin

“…Nowadays, data-driven soft sensors have become a mainstream for the key performance indicators prediction, which guarantees the safety and stability of the…”
Získat plný text

Structural-temporal mining for motif-level anomaly detection in dynamic graphs Autor Huang, Changqin, Yu, Binghang, Gao, Chengling, Tu, Yaxin, Jiang, Fan, Huang, Xiaodi

“…Dynamic graph anomaly detection (DGAD) has received significant attention due to the dynamic nature of real-world graphical data. As fundamental subgraph…”
Získat plný text

Short-term multi-step wind power prediction model based on Pt-Transformer neural network integrating spatio-temporal feature and sparse attention Autor Zhang, Zhiyan, Sun, Zhenyang, Guo, Xianghui, Guo, Ruipeng, Yang, Xiaoliang, Yang, Pengju

“…•A wind power forecasting method based on the time series Transformer model is proposed.•Novel model improves noisy data handling, time-series dependency…”
Získat plný text

Spatio-Temporal AutoEncoder for Traffic Flow Prediction Autor Liu, Mingzhe, Zhu, Tongyu, Ye, Junchen, Meng, Qingxin, Sun, Leilei, Du, Bowen

“…Forecasting traffic flow is an important task in urban areas, and a large number of methods have been proposed for traffic flow prediction. However, most of…”
Získat plný text

Fault detection for lithium-ion batteries of electric vehicles with spatio-temporal autoencoder Autor Li, Heng, Liu, Zhijun, Bin Kaleem, Muaaz, Duan, Lijun, Ruan, Siqi, Liu, Weirong

“…Fault detection of lithium-ion battery packs is crucial for the safe operation of electric vehicles. Autoencoder, as an advanced machine learning method, has…”
Získat plný text

Variable-Wise Stacked Temporal Autoencoder for Intelligent Fault Diagnosis of Industrial Systems Autor Liu, Lang, Zheng, Ying, Liang, Shaojun

“…Fault diagnosis of dynamic multivariate systems is a challenging problem. In this article, a novel fault diagnosis scheme based on variable-wise stacked…”
Získat plný text

Early Gas Kick Warning Based on Temporal Autoencoder Autor Zhu, Zhaopeng, Zhou, Detao, Yang, Donghan, Song, Xianzhi, Zhou, Mengmeng, Zhang, Chengkai, Duan, Shiming, Zhu, Lin

“…The timing of the data is not taken into account by the majority of risk warnings today. However, identifying temporal fluctuations in data, which is a vital…”
Získat plný text

Robust Spatial-Temporal Autoencoder for Unsupervised Anomaly Detection of Unmanned Aerial Vehicle With Flight Data Autor Jiang, Guoqian, Nan, Pengcheng, Zhang, Jingchao, Li, Yingwei, Li, Xiaoli

“…Recently, the safety and reliability of unmanned aerial vehicles (UAVs) have gained increasing interest, and data-driven anomaly detection methods have been…”
Získat plný text

Efficient identification of Alzheimer’s brain dynamics with Spatial-Temporal Autoencoder: A deep learning approach for diagnosing brain disorders Autor Wu, Lingyun, Zhao, Quanfa, Liu, Jing, Yu, Haitao

“…•An automatic EEG-based diagnosis scheme for Alzheimer’s disease (AD) with deep learning methods was proposed.•A Spatial-Temporal Autoencoder (STAE) framework…”
Získat plný text

Novel Temporal Autoencoder Model Based on STD for Industrial Soft Sensing Autor He, Yan-Lin, Jiang, Yu, Xu, Yuan, Zhu, Qun-Xiong

“…Data-driven soft sensing is widely adopted for real-time quality variable detection due to rapid advancements in machine learning. Industrial process data…”
Získat plný text

Parallel Symmetric Appearance‐Motion Framework With Diffusion and Refinement Blocks for Video Anomaly Detection System Autor Prasad, Kavitapu Naga Siva Shankara Vara, Haritha, Dasari

“…ABSTRACT Video anomaly detection is crucial in network security, application performance monitoring, and quality control. It recognizes unexpected patterns or…”
Získat plný text

Systematic Approach to Emotion Recognition in Autistic Children Using MTAE-CTrans Autor Joshi, Soshya, Srinivas, L. N. B.

Získat plný text

BGP Anomaly Detection by the mean of Updates Projection and Spatio-temporal Auto-encoding Autor Fejza, Doris, Lambert, Anthony

“…Detecting BGP anomalies is crucial to improve the security and robustness of the Internet's inter-domain routing system. As part of this work, we propose an…”
Získat plný text

Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies Autor Chandrakala, S., Srinivas, V., Deepak, K.

“…Real-time video anomaly detection and localization still prevail as a challenging task. Autoencoders are expected to give high reconstruction error for…”
Získat plný text

A Survey on Video Anomaly Detection in Surveillance System Autor T, Manesh, Nataraj, Neetha K, Jayaraj, Akshaya, Joby, Alen, Ananthakrishnan, P V, Thankachan, Basil K

“…Surveillance video anomaly detection is a challenging and important task that aims to identify unusual or suspicious events in video streams without human…”
Získat plný text

Real-Time Anomalous Activity Detection in Surveillance Videos Autor Susitra, D, Reddy, Sathi Abhinay, Prasanth, Sajjala, Dhanalakshmi, K, J, Sylvia Grace, Shamreen Ahamed, B

“…With the exponential growth of surveillance video data, there is a need for intelligent and efficient real time anomalous activity detection systems. In this…”
Získat plný text

AI-Enabled Robotic Surveillance System for Critical Infrastructure Autor Thankappan, Manesh, Nataraj, Neetha K, K S, Divya, Jayaraj, Akshaya, Joby, Alen, Asokan, Abhilash

“…Traditional monitoring approaches often experience blind spots and high resource utilization at such a crucial time of security. In our study, we design a…”
Získat plný text