Results 81 to 90 of about 6,008 (208)

Optimizing RNNs for EMG Signal Classification: A Novel Strategy Using Grey Wolf Optimization

Bioengineering
Accurate classification of electromyographic (EMG) signals is vital in biomedical applications. This study evaluates different architectures of recurrent neural networks for the classification of EMG signals associated with five movements of the right ...
Marcos Aviles, José Manuel Alvarez-Alvarado, Jose-Billerman Robles-Ocampo , Perla Yazmín Sevilla-Camacho , Juvenal Rodríguez-Reséndiz   +4 more
doaj   +1 more source

Prediction of boiler water quality in the petrochemical industry based on BiLSTM-GRU model

Gongye shui chuli
In order to effectively monitor the changes in boiler water quality during the petrochemical process and optimize the water treatment process, a BiLSTM-GRU model combining bidirectional long short-term memory(BiLSTM) and gated recurrent unit (GRU) was ...
CHEN Yao, CHEN Zhengxi, LIU Changwei, LIU Qingjie, WANG Yan, WANG Shengnan   +5 more
doaj   +1 more source

Content-Based Filtering in Recommendation Systems Culinary Tourism Based on Twitter (X) Using Bidirectional Gated Recurrent Unit (Bi-GRU) [PDF]

To address the challenge of information overload in the rapidly expanding culinary sector, a recommendation system using Content-Based Filtering (CBF) and the Bidirectional Gated Recurrent Unit (Bi-GRU) algorithm was developed. This system can help users
Setiawan, Erwin Budi, Faadhilah, Adhyasta Naufal   +1 more
core   +1 more source

Aspect-Level Sentiment Analysis Based on Position Features Using Multilevel Interactive Bidirectional GRU and Attention Mechanism

, 2020
The aim of aspect-level sentiment analysis is to identify the sentiment polarity of a given target term in sentences. Existing neural network models provide a useful account of how to judge the polarity. However, context relative position information for
Tian Yang, Zhen Wang, Xiaoliang Chen, Xiaodi Wang, Mingwei Tang   +4 more
core   +1 more source

Protein-protein interaction prediction using bidirectional GRUs with explicit ensemble

PLOS One
Protein-protein interactions is essential for cellular processes in all organisms. The accurate in-silico identification of these interactions is a significant area of research in biology-related fields, which is crucial for protein function prediction and drug design.
Qiuhong Lan, Zhongtuan Zheng, Zhen Tang, Xuehua Qiu, Zhixiang Yin   +4 more
openaire   +3 more sources

Experimental and computational assessment of wetting pattern for two-layered soil profiles in pulse drip irrigation: Designing a novel optimized bidirectional deep learning paradigm

, 2022
One of the most important parameters in the design and implementation of drip irrigation systems is the accurate prediction of the wetting dimensions pattern around the emitters, which leads to the precise determination of the distance between the ...
Karimi, Bakhtiar, Ali, Mumtaz, Karimi, Farahnaz, Karbasi, Masoud, Jamei, Mehdi, Aminpour, Younes   +5 more
core   +1 more source

Correction: Detection method of absence seizures based on Resnet and bidirectional GRU. [PDF]

Acta Epileptol, 2023
Li L, Zhang H, Liu X, Li J, Li L, Liu D, Min J, Zhu P, Xia H, Wang S, Wang L.   +10 more
europepmc   +1 more source

A novel network security situation assessment model based on multiple strategies whale optimization algorithm and bidirectional GRU. [PDF]

PeerJ Comput Sci, 2023
Zhang S, Fu Q, An D, He Z, Liu Z.
europepmc   +1 more source

Fatigue Detection from 3D Motion Capture Data Using a Bidirectional GRU with Attention

Exercise-induced fatigue can degrade athletic performance and increase injury risk, yet traditional fatigue assessments often rely on subjective measures.
Xueyi Liu, Ziyang Wang, Yikang Wang
core   +1 more source

Enhancing Electrical Load Prediction Using a Bidirectional LSTM Neural Network

, 2023
Precise anticipation of electrical demand holds crucial importance for the optimal operation of power systems and the effective management of energy markets within the domain of energy planning.
Evangelos Makris, Valeri Mladenov, Georgios Fotis, Christos Pavlatos, Vasiliki Vita   +4 more
core   +1 more source