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 +1 more
core +1 more source
Traffic flow prediction using bi-directional gated recurrent unit method
, 2022 Traffic flow prediction plays an important role in intelligent transportation systems. To accurately capture the complex non-linear temporal characteristics of traffic flow, this paper adopts a Bi-directional Gated Recurrent Unit (Bi-GRU) model in ...
Wang, Shengyou +4 more
core +1 more source
Prediction of Cryptocurrency Prices Using LSTM, GRU, Bi-LSTM [PDF]
Even if you want to make a profit from cryptocurrency, you are worried that you will lose money, and it is difficult to afford it. There are a vast number of papers that study such unpredictable price fluctuations of cryptocurrency.
ハセベ, コウダイ +7 more
core +1 more source
Forecasting Shifts in Europe's Renewable and Fossil Fuel Markets Using Deep Learning Methods
Energy Science & EngineeringAccurate forecasts of renewable and nonrenewable energy output are essential for meeting global energy needs and resolving environmental issues. Energy sources like the sun and wind are variable, making forecasting difficult.
Yonghong Liu +4 more
doaj +1 more source
A New Hybrid Deep Learning Method with Neutrosophic Sets for Social Media Sentiment Analysis of the COVID-19 Vaccine [PDF]
Neutrosophic Sets and SystemsThe COVID-19 pandemic has launched historic public debates on vaccines, and more significantly, on social media posts regarding vaccines. In this study, we investigate how the public thinks about COVID19 vaccinations using state-of-the-art machine ...
Tasneem Abdelrahman +2 more
doaj +1 more source
, 2023 A ventilator simulation system can make mechanical ventilation easier and more effective. As a result, predicting a patient's ventilator pressure is essential when designing a simulation ventilator.
Alam, Md. Jafril +2 more
core
CNN-GRU for Drowsiness Detection from Electrocardiogram Signal
ComTechDrowsiness is a problem that needs to be addressed to improve road safety. To minimize this safety issue, driving-monitoring systems have been implemented in current car models, and electrocardiography (ECG) is one of the most commonly used driving ...
Setiawan Hendratno, Nico Surantha
doaj +1 more source
Prediksi Harga Emas Menggunakan Model Bi-GRU Dengan Monte Carlo Dropout Berdasarkan Data Makroekonomi [PDF]
This study evaluates the performance of a Bidirectional Gated Recurrent Unit (BI-GRU) model combined with Monte Carlo Dropout for forecasting gold prices (XAU) using macroeconomic indicators such as CPI, DXY, S&P 500, and crude oil prices over the period
Prasetyo, Daniel Bergas
core
Samhandling i samferdselsprosjekter [PDF]
, 2017 Denne rapporten presenterer resultater fra forskningsprosjektet «Samhandling i samferdselsprosjekter», som ble utført ved Senter for byggenæringen ved Handelshøyskolen BI fra september 2013 til desember 2016. Prosjektet har vært finansiert av partnerne i
Swärd, Anna
core
Advancing Phishing Email Detection: A Comparative Study of Deep Learning Models
SensorsPhishing is one of the most dangerous attacks targeting individuals, organizations, and nations. Although many traditional methods for email phishing detection exist, there is a need to improve accuracy and reduce false-positive rates.
Najwa Altwaijry +3 more
doaj +1 more source