The memory concept behind deep neural network models: an application in time series forecasting in the e-Commerce sector
FR Ramos, MT Pereira, M Oliveira… - … Making: Applications in …, 2023 - dmame-journal.org
A good command of computational and statistical tools has proven advantageous when
modelling and forecasting time series. According to recent literature, neural networks with …
modelling and forecasting time series. According to recent literature, neural networks with …
[PDF][PDF] Forecasting models for time-series: a comparative study between classical methodologies and deep learning
DR Lopes, FR Ramos, A Costa… - SPE 2021–XXV …, 2021 - researchgate.net
In a year where the word “forecast” has been extensively used, it's more important than ever
to have accurate forecasting models. In particular, in economic-finance and business areas; …
to have accurate forecasting models. In particular, in economic-finance and business areas; …
Trends and Forecasts for Sales and Employment: An Overview of the e-Commerce Sector
Digital commerce activities have been on the rise in the last years. Several types of
forecasting models are considered to predict outcome variables in the context of e …
forecasting models are considered to predict outcome variables in the context of e …
Explorando o poder da memória das redes neuronais LSTM na modelação e previsão do PSI 20
FR Ramos, DR Lopes, A Costa, D Mendes - 2021 - ciencia.iscte-iul.pt
A articulação de técnicas estatísticas, matemáticas e computacionais, na modelação e
previsão de séries temporais, manifesta-se num claro suporte de apoio à tomada de …
previsão de séries temporais, manifesta-se num claro suporte de apoio à tomada de …
[HTML][HTML] Modeling and forecasting tourism flow in Portugal: Perspectives for a strategic management
Purpose: The increase of Tourism in Portugal, as well as the companies related to it, it is
necessary to analyze and forecast the flow of tourists so that the management of the …
necessary to analyze and forecast the flow of tourists so that the management of the …
Data Science na Modelação e Previsão de Séries Económico-financeiras: das Metodologias Clássicas ao Deep Learning
FR de Jesus Ramos - 2021 - search.proquest.com
A articulação de técnicas/ferramentas estatísticas, matemáticas e computacionais, no
processo de análise, modelação e previsão de séries temporais, manifesta-se um claro …
processo de análise, modelação e previsão de séries temporais, manifesta-se um claro …