Results 21 to 30 of about 95,729 (257)

Early Fault Detection in the Main Bearing of Wind Turbines Based on Gated Recurrent Unit (GRU) Neural Networks and SCADA Data

open access: yesIEEE/ASME transactions on mechatronics, 2022
Failures in the main bearings of wind turbines are critical in terms of downtime and replacement cost. Early diagnosis of their faults would lower the levelized cost of wind energy.
Á. Encalada-Dávila   +4 more
semanticscholar   +1 more source

Attention-Based Pose Sequence Machine for 3D Hand Pose Estimation

open access: yesIEEE Access, 2020
Most of the existing methods for 3D hand pose estimation are performed from a single depth map. In that case, the depth missing challenges from input frames caused by hand self-occlusions and imaging quality lead to multi-valued mapping phenomenon and ...
Fangtai Guo   +4 more
doaj   +1 more source

Recurrent Neural Network-Gated Recurrent Unit for Indonesia-Sentani Papua Machine Translation

open access: yesJournal of Information Systems and Informatics, 2023
The Papuan Sentani language is spoken in the city of Jayapura, Papua. The law states the need to preserve regional languages. One of them is by building an Indonesian-Sentani Papua translation machine.
Rizkial Achmad   +3 more
doaj   +1 more source

Human Activity Recognition Based on Deep-Temporal Learning Using Convolution Neural Networks Features and Bidirectional Gated Recurrent Unit With Features Selection

open access: yesIEEE Access, 2023
Recurrent Neural Networks (RNNs) and their variants have been demonstrated tremendous successes in modeling sequential data such as audio processing, video processing, time series analysis, and text mining.
Tariq Ahmad   +5 more
semanticscholar   +1 more source

Evolving deep gated recurrent unit using improved marine predator algorithm for profit prediction based on financial accounting information system

open access: yesComplex & Intelligent Systems, 2023
This research proposes a hybrid improved marine predator algorithm (IMPA) and deep gated recurrent unit (DGRU) model for profit prediction in financial accounting information systems (FAIS).
Xue Li, M. Khishe, Leren Qian
semanticscholar   +1 more source

Transformer-Gated Recurrent Unit Method for Predicting Stock Price Based on News Sentiments and Technical Indicators

open access: yesIEEE Access, 2023
News sentiment can influence stock prices indirectly, in addition to the technical indicators already used to analyze stock prices. The information quantification of news sentiment by considering time sequence data in the stock analysis has been the ...
A. Haryono, R. Sarno, K. Sungkono
semanticscholar   +1 more source

SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners. [PDF]

open access: yesPLoS One, 2023
Winning football matches is the major goal of all football clubs in the world. Football being the most popular game in the world, many studies have been conducted to analyze and predict match winners based on players’ physical and technical performance ...
AlMulla J   +3 more
europepmc   +2 more sources

DS-GAU: Dual-sequences gated attention unit architecture for text-independent speaker verification

open access: yesMachine Learning with Applications, 2023
Text-independent speaker verification provides people identified from their voice characteristics. In this paper, we propose a new method, Dual-Sequences Gate Attention Unit to improve the accuracy of a massive speaker verification system. Dual-Sequences
Tsung-Han Tsai, Tran Dang Khoa
doaj   +1 more source

Identifying Essential Proteins by Hybrid Deep Learning Model [PDF]

open access: yesJisuanji kexue, 2021
Essential proteins are those proteins that are essential to the viability of the organism.The identification of essential proteins helps to understand the minimum requirements of cell life,discover disease-causing genes and drug targets,and is of great ...
LIU Wen-yang, GUO Yan-bu, LI Wei-hua
doaj   +1 more source

MAGRU-IDS: A Multi-Head Attention-Based Gated Recurrent Unit for Intrusion Detection in IIoT Networks

open access: yesIEEE Access, 2023
The increasing prevalence of the Industrial Internet of Things (IIoT) in industrial environments amplifies the potential for security breaches and compromises.
Safi Ullah   +3 more
semanticscholar   +1 more source

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