A Procedure for Identification of Appropriate State Space and ARIMA Models Based on Time-Series Cross-Validation. - Patrícia Ramos; José Manuel Oliveira (Algorithms, 2016)

Assessing the Performance of Hierarchical Forecasting Methods on the Retail Sector. - José Manuel Oliveira; Patrícia Ramos (Entropy, 2019)

Predicting throughput in IEEE 802.11 based wireless networks using directional antenna. - Saravanan Kandasamy 001; Ricardo Morla; Patrícia Ramos; Manuel Ricardo 001 (Wirel. Networks, 2019)

Cross-Learning-Based Sales Forecasting Using Deep Learning via Partial Pooling from Multi-level Data. - José Manuel Oliveira; Patrícia Ramos (EANN, 2023)

Investigating the Accuracy of Autoregressive Recurrent Networks Using Hierarchical Aggregation Structure-Based Data Partitioning. - José Manuel Oliveira; Patrícia Ramos (Big Data Cogn. Comput., 2023)

Enhancing Hierarchical Sales Forecasting with Promotional Data: A Comparative Study Using ARIMA and Deep Neural Networks. - Mariana Teixeira; José Manuel Oliveira; Patrícia Ramos (Mach. Learn. Knowl. Extr., 2024)