Publications with the same authors as the Cross-Learning-Based Sales Forecasting Using Deep Learning via Partial Pooling from Multi-level Data publication

Group by: Tipo Ano Order: Title Year Type of publication

Summary of Presentation in an International Conference

Forecasting intermittent data with complex patterns

Ivan Svetunkov (Author) (Other); John Boylan (Author) (Other); Patrícia Ramos (Author) (FEUP); José Manuel Oliveira (Author) (FEP)

2018

Characterizing retail demand with promotional effects for model selection

Patrícia Ramos (Author) (FEUP); José Manuel Oliveira (Author) (FEP); Robert Fildes (Author) (Other); Shaohui Ma (Author) (Other)

2017

Documents

We could not find any documents associated to the publication with allowed access.

Automatic selection of predictors for ARIMA models

Patrícia Ramos (Author) (Other); José Manuel Oliveira (Author) (FEP); Nikolaos Kourentzes (Author) (Other); Robert Fildes (Author) (Other)

2019

Documents

We could not find any documents associated to the publication with allowed access.

Article in International Scientific Journal

Transformer-Based Models for Probabilistic Time Series Forecasting with Explanatory Variables

Caetano, R (Author) (Other); Oliveira, José Manuel (Author) (FEP); Patrícia Ramos (Author) (Other)

2025

Indexing

ISI Web of Knowledge

Scopus

Robust Sales forecasting Using Deep Learning with Static and Dynamic Covariates

Patrícia Ramos (Author) (Other); José Manuel Oliveira (Author) (FEP)

2023

Indexing

ISI Web of Knowledge - 4 Citations

Scopus - 7 Citations

Evaluating the Effectiveness of Time Series Transformers for Demand Forecasting in Retail

José Manuel Oliveira (Author) (FEP); Patrícia Ramos (Author) (Other)

2024

Indexing

ISI Web of Knowledge - 5 Citations

Scopus - 5 Citations

Enhancing Hierarchical Sales Forecasting with Promotional Data: A Comparative Study Using ARIMA and Deep Neural Networks

Teixeira, M (Author) (Other); José Manuel Oliveira (Author) (FEP); Patrícia Ramos (Author) (Other)

2024

Indexing

ISI Web of Knowledge - 1 Citation

Scopus - 1 Citation

Assessing the Performance of Hierarchical Forecasting Methods on the Retail Sector

José Manuel Oliveira (Author) (FEP); Patrícia Ramos (Author) (Other)

2019

Indexing

ISI Web of Knowledge - 20 Citations

Scopus - 21 Citations

A Procedure for Identification of Appropriate State Space and ARIMA Models Based on Time-Series Cross-Validation

Patrícia Ramos (Author) (FEUP); José Manuel Oliveira (Author) (FEP)

2016

Indexing

ISI Web of Knowledge - 0 Citations

Article in International Conference Proceedings Book

Supply chain management of consumer goods based on linear forecasting models

Patrícia Ramos (Author) (Other); José Manuel Oliveira (Author) (FEP)

2014

Scientific classification Documents

FOS: Electrical engineering, Electronic engineering, Information engineering

File name	Description	Size
FinalConferenceProgramme	Programa da Conferência	569.21 KB
SAL-01	Supply chain management of consumer goods based on linear forecasting models	135.90 KB

Sales Forecasting in Retail Industry Based on Dynamic Regression Models

Pinho, JM (Author) (Other); José Manuel Oliveira (Author) (FEP); Patrícia Ramos (Author) (FEUP)

2016

Indexing

ISI Web of Knowledge - 1 Citation

Scopus - 1 Citation

Predictive maintenance of production equipment based on neural network autoregression and ARIMA

Patrícia Ramos (Author) (Other); José Manuel Soares Oliveira (Author) (FEP); Paula Silva (Author) (Other)

2014

Scientific classification Documents

FOS: Electrical engineering, Electronic engineering, Information engineering

File name	Description	Size
FinalConferenceProgramme	Programa da Conferência	569.21 KB
MNT-02	Predictive maintenance of production equipment based on neural network autoregression and ARIMAVerificada pelos Serviços	347.68 KB

Management of Promotional Activity Supported by Forecasts Based on Assorted Information

Ribeiro, C (Author) (Other); José Manuel Oliveira (Author) (FEP); Patrícia Ramos (Author) (FEUP)

2016

Indexing

ISI Web of Knowledge

Scopus

Evaluating the Forecasting Accuracy of Pure Time Series Models on Retail Data

Patrícia Ramos (Author) (FEUP); José Manuel Oliveira (Author) (FEP); Rebelo, R (Author) (Other)

2016

Indexing

ISI Web of Knowledge

Scopus

Records 1 to 14 from 14

 

1