Results 31 to 40 of about 38,453 (306)

A Power Transformer Fault Diagnosis Method Based on Improved Sand Cat Swarm Optimization Algorithm and Bidirectional Gated Recurrent Unit

open access: yesElectronics, 2023
The bidirectional gated recurrent unit (BiGRU) method based on dissolved gas analysis (DGA) has been studied in the field of power transformer fault diagnosis.
Wanjie Lu, Chun Shi, H. Fu, Yaosong Xu
semanticscholar   +1 more source

Indonesian Abstractive Text Summarization Using Bidirectional Gated Recurrent Unit

open access: yesProcedia Computer Science, 2019
Abstract Abstractive text summarization is more challenging than the extractive one since it is performed by paraphrasing the entire contents of the text, which has a higher difficulty. But, it produces a more natural summary and higher inter-sentence cohesion.
Rike Adelia   +2 more
openaire   +1 more source

Entity Relationship Extraction Based on a Multi-Neural Network Cooperation Model

open access: yesApplied Sciences, 2023
Entity relation extraction mainly extracts relations from text, which is one of the important tasks of natural language processing. At present, some special fields have insufficient data; for example, agriculture, the metallurgical industry, etc.
Yibo Liu   +3 more
doaj   +1 more source

Comparative Study of Mortality Rate Prediction Using Data-Driven Recurrent Neural Networks and the Lee–Carter Model

open access: yesBig Data and Cognitive Computing, 2022
The Lee–Carter model could be considered as one of the most important mortality prediction models among stochastic models in the field of mortality.
Yuan Chen, Abdul Q. M. Khaliq
doaj   +1 more source

Air Pollution Forecasting Using a Deep Learning Model Based on 1D Convnets and Bidirectional GRU

open access: yesIEEE Access, 2019
Air pollution forecasting can provide reliable information about the future pollution situation, which is useful for an efficient operation of air pollution control and helps to plan for prevention.
Qing Tao   +3 more
doaj   +1 more source

Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging [PDF]

open access: yes, 2017
Audio tagging aims to perform multi-label classification on audio chunks and it is a newly proposed task in the Detection and Classification of Acoustic Scenes and Events 2016 (DCASE 2016) challenge.
Huang, Qiang   +4 more
core   +2 more sources

Recurrent Memory Networks for Language Modeling [PDF]

open access: yes, 2016
Recurrent Neural Networks (RNN) have obtained excellent result in many natural language processing (NLP) tasks. However, understanding and interpreting the source of this success remains a challenge.
Bisazza, Arianna   +2 more
core   +2 more sources

Bidirectional gated recurrent unit for improving classification in credit card fraud detection

open access: yesIndonesian Journal of Electrical Engineering and Computer Science, 2021
<p>In recent years, the use of credit cards around the world has grown enormously. Thus, the number of fraud cases have also increased, resulting in losses of thousands of dollars worldwide. Therefore, it is mandatory to use techniques that are able to assist in the detection of credit card fraud.
Imane Sadgali   +2 more
openaire   +2 more sources

SPRATAMA MODEL FOR INDONESIAN PARAPHRASE DETECTION USING BIDIRECTIONAL LONG SHORT-TERM MEMORY AND BIDIRECTIONAL GATED RECURRENT UNIT

open access: yesMedia Statistika, 2023
Paraphrasing is a way to write sentences with other words with the same intent or purpose. Automatic paraphrase detection can be done using Natural Language Sentence Matching (NLSM) which is part of Natural Language Processing (NLP).
Titin Siswantining   +2 more
doaj   +1 more source

An Air Target Tactical Intention Recognition Model Based on Bidirectional GRU With Attention Mechanism

open access: yesIEEE Access, 2021
Traditional aerial target tactical intention recognition is based on a single moment of reasoning, while actual battlefield target tactical intention is realized by a series of actions, so the target state reflects dynamic and temporal variation.
Fei Teng   +3 more
doaj   +1 more source

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