IMPROVING THE FORECASTING PERFORMANCE OF TAIWAN CAR SALES MOVEMENT DIRECTION USING ONLINE SENTIMENT DATA AND CNN-LSTM MODEL

Improving the Forecasting Performance of Taiwan Car Sales Movement Direction Using Online Sentiment Data and CNN-LSTM Model

The automotive industry is the leading producer of machines in Taiwan and worldwide.Developing effective methods for forecasting car sales can allow car companies to arrange their production and sales plans.Capitalizing on the growth of social media and deep learning algorithms, this research aimed to improve the overall performance of the forecast

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Renal function in heart transplant patients after switch to combined mammalian target of rapamycin inhibitor and calcineurin inhibitor therapy

Matthias Helmschrott,1 Rasmus Rivinius,1 Thomas Bruckner,2 Hugo A Katus,1 Andreas O Doesch1 1Department of Cardiology, Angiology, Pneumology, 2Institute for Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany Background: A calcineurin inhibitor (CNI)-based immunosuppression combined with mammalian target of rapamycin inh

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Credentialling: Educational Pathways in Design

The Future of Design Education described forces influencing degree study in higher education as a credential for design practice.Student debt and the challenges of increasingly diverse learners are two factors that determine college degree attainment.Paired Queen Sleigh Bed with increasing consumerist interests by students, institutions, and govern

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Evaluation of the recurrence and fertility rate following salpingostomy in patients with tubal ectopic pregnancy

Abstract Background Ectopic pregnancy is one of the leading causes of pregnancy-related mortality; the treatment strategies associated with this condition entail complications, such as recurrence of ectopic pregnancy or infertility.The objective of this study was to evaluate the recurrence and fertility rate after salpingostomy in patients with tub

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The Arctic Five: search for a balance of power in the region

Due to climate change, the Arctic region becomes a place of geopolitical rivalry of both Arctic and non-Arctic states.Traditional formats for determining the agenda in the region are effective, but with the advent of the interest of an increasing number of international actors, these formats are transforming, which may affect the balance of power i

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