Výsledky vyhľadávania - "Encoder-decoder model"

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction Autor Li, Fa, Gui, Zhipeng, Zhang, Zhaoyu, Peng, Dehua, Tian, Siyu, Yuan, Kunxiaojia, Sun, Yunzeng, Wu, Huayi, Gong, Jianya, Lei, Yichen

“…•A hierarchical temporal attention based model is proposed to support short-term and long-term human mobility sequence prediction.•The proposed hierarchical…”
Získať plný text

An asymmetric encoder–decoder model for Zn-ion battery lifetime prediction Autor Lu, Siyu, Yin, Zhengtong, Liao, Shengjun, Yang, Bo, Liu, Shan, Liu, Mingzhe, Yin, Lirong, Zheng, Wenfeng

“…As the battery cycles between charging and discharging, the working conditions or improper operations such as overcharge and over discharge will aggravate the…”
Získať plný text

A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction Autor Zhang, Bo, Zou, Guojian, Qin, Dongming, Lu, Yunjie, Jin, Yupeng, Wang, Hui

“… A prevalent recent approach to time series prediction is the Encoder-Decoder model, which is based on recurrent neural networks (RNN…”
Získať plný text

CHERRY: a Computational metHod for accuratE pRediction of virus–pRokarYotic interactions using a graph encoder–decoder model Autor Shang, Jiayu, Sun, Yanni

“…Abstract Prokaryotic viruses, which infect bacteria and archaea, are key players in microbial communities. Predicting the hosts of prokaryotic viruses helps…”
Získať plný text

Halcyon: an accurate basecaller exploiting an encoder–decoder model with monotonic attention Autor Konishi, Hiroki, Yamaguchi, Rui, Yamaguchi, Kiyoshi, Furukawa, Yoichi, Imoto, Seiya

“…Abstract Motivation In recent years, nanopore sequencing technology has enabled inexpensive long-read sequencing, which promises reads longer than a few…”
Získať plný text

Hourly solar irradiance forecasting based on encoder–decoder model using series decomposition and dynamic error compensation Autor Tong, Junlong, Xie, Liping, Fang, Shixiong, Yang, Wankou, Zhang, Kanjian

“…Accurate solar irradiance prediction is crucial for harnessing solar energy resources. However, the pattern of irradiance sequence is intricate due to its…”
Získať plný text

Traffic flow prediction based on spatiotemporal encoder-decoder model Autor Ding, Yuanming, Zhao, Wei, Song, Lin, Jiang, Chen, Tao, Yunrui

“… Spatiotemporal Graph Convolutional Network Encoder-Decoder Model (ESGCN-EDM), is proposed. The model achieves a significant enhancement in prediction accuracy…”
Získať plný text

Enhanced brain tumour segmentation using a hybrid dual encoder–decoder model in federated learning Autor Narmadha, K., Varalakshmi, P.

“…Brain tumour segmentation is an important task in medical imaging, that requires accurate tumour localization for improved diagnostics and treatment planning…”
Získať plný text

Unsupervised anomaly detection in hourly water demand data using an asymmetric encoder–decoder model Autor Yan, Jieru, Tao, Tao

“…Water demand forecasting (WDF) is essential for the design and optimal management of water distribution systems (WDS). Historical water demand data contribute…”
Získať plný text

Filling gaps of cartographic polylines by using an encoder-decoder model Autor Yu, Wenhao, Chen, Yujie

“…Geospatial studies must address spatial data quality, especially in data-driven research. An essential concern is how to fill spatial data gaps (missing data),…”
Získať plný text

Improving soil moisture prediction using a novel encoder-decoder model with residual learning Autor Li, Qingliang, Li, Zhongyan, Shangguan, Wei, Wang, Xuezhi, Li, Lu, Yu, Fanhua

“…•Skillful prediction of soil moisture (SM) is useful but great challenges exist.•A novel encoder-decoder LSTM model with residual learning (EDR-LSTM) is…”
Získať plný text

Multisource Attention-Mechanism-Based Encoder-Decoder Model for Predicting Drug-Drug Interaction Events Autor Pan, Deng, Quan, Lijun, Jin, Zhi, Chen, Taoning, Wang, Xuejiao, Xie, Jingxin, Wu, Tingfang, Lyu, Qiang

“… To fill this gap, we propose two attention-mechanism-based encoder-decoder models that incorporate multisource information…”
Zistit podrobnosti o prístupe

TrEnD: A transformer‐based encoder‐decoder model with adaptive patch embedding for mass segmentation in mammograms Autor Liu, Dongdong, Wu, Bo, Li, Changbo, Sun, Zheng, Zhang, Nan

“… Methods We propose an effective transformer‐based encoder‐decoder model (TrEnD). Firstly…”
Získať plný text

Generating Potential RET-Specific Inhibitors Using a Novel LSTM Encoder–Decoder Model Autor Liu, Lu, Zhao, Xi, Huang, Xuri

“…The receptor tyrosine kinase RET (rearranged during transfection) plays a vital role in various cell signaling pathways and is a critical factor in the…”
Získať plný text

QMEDNet: A quaternion-based multi-order differential encoder–decoder model for 3D human motion prediction Autor Cao, Wenming, Li, Shuangshuang, Zhong, Jianqi

“…In order to deal with the sequence information in the task of 3D human motion prediction effectively, many previous methods seek to predict the motion state of…”
Získať plný text

A novel encoder-decoder model based on Autoformer for air quality index prediction Autor Feng, Huifang, Zhang, Xianghong

“… In this paper, we proposed a novel encoder-decoder model named as Enhanced Autoformer (EnAutoformer) to improve the air quality index…”
Získať plný text

Day-ahead forecasting of residential electric power consumption for energy management using Long Short-Term Memory encoder–decoder model Autor La Tona, G., Luna, M., Di Piazza, M.C.

“…Energy management in smart buildings and energy communities needs short-term load demand forecasting for optimization-based scheduling, dispatch, and real-time…”
Získať plný text

Characteristics and Prediction of Reservoir Water Quality under the Rainfall-Runoff Impact by Long Short-Term Memory Based Encoder-Decoder Model: Characteristics and Prediction of Reservoir Water Quality under the rainfall-runoff Impact by Long Short-Term Memory Based Encoder-Decoder Model Autor Sheng, Xiaodan, Tang, Yulan, Yue, Shupeng, Yang, Xu, He, Yating

“… Furthermore, an encoder-decoder model based on Long Short-Term Memory (LSTM-ED) was constructed to predict the water quality indicators, and the response of these indicators to different levels of rainfall-runoff was subsequently explored…”
Získať plný text

A multitask encoder–decoder model for quality prediction in injection moulding Autor Muaz, Muhammad, Yu, Hanxin, Sung, Wai Lam, Liu, Chang, Drescher, Benny

“…It is desirable in injection moulding that every yielded product is of high quality and precision. Several studies are conducted on modelling the relationship…”
Získať plný text

Plant Disease Identification Based on Encoder–Decoder Model Autor Feng, Wenfeng, Sun, Guoying, Zhang, Xin

“…Plant disease identification is a crucial issue in agriculture, and with the advancement of deep learning techniques, early and accurate identification of…”
Získať plný text