Luis Roque

According to our database, Luis Roque authored at least 10 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Modelradar: aspect-based forecast evaluation.

Vítor Cerqueira, Luis Roque, Carlos Soares

Mach. Learn., October, 2025

N-BEATS-MOE: N-BEATS with a Mixture-of-Experts Layer for Heterogeneous Time Series Forecasting.

Ricardo Matos, Luis Roque, Vítor Cerqueira

CoRR, August, 2025

L-GTA: Latent Generative Modeling for Time Series Augmentation.

Luis Roque, Carlos Soares, Vítor Cerqueira, Luís Torgo

CoRR, July, 2025

Online Data Augmentation for Forecasting with Deep Learning.

Vítor Cerqueira, Moisés Santos, Luis Roque, Yassine Baghoussi, Carlos Soares

Proceedings of the Progress in Artificial Intelligence, 2025

Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine.

Luis Roque, Vítor Cerqueira, Carlos Soares, Luís Torgo

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms.

Luis Roque, Carlos Soares, Luís Torgo

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Forecasting with Deep Learning: Beyond Average of Average of Average Performance.

Vítor Cerqueira, Luis Roque, Carlos Soares

Proceedings of the Discovery Science - 27th International Conference, 2024

2020

Metrics and Indicators to evaluate the degree of transformation to Smart City of a city. An Ad-Hoc Quality Model.

Narayan C. Debnath, Mario Gabriel Peralta, Carlos Humberto Salgado, Luis Roque, Daniel Riesco, Germán Montejano, Mouna Mazzi

Proceedings of 35th International Conference on Computers and Their Applications, 2020

2019

Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data.

Luis Roque, Cristina A. C. Fernandes, Tony Silva

CoRR, 2019

2011

A Weighted Principal Component Analysis and Its Application to Gene Expression Data.

Joaquim F. Pinto da Costa, Hugo Alonso, Luis Roque

IEEE ACM Trans. Comput. Biol. Bioinform., 2011