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)

Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data. - Luis Roque; Cristina A. C. Fernandes; Tony Silva (CoRR, 2019)

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 (CATA, 2020)

Forecasting with Deep Learning: Beyond Average of Average of Average Performance. - Vítor Cerqueira; Luis Roque; Carlos Soares (DS (1), 2024)

RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms. - Luis Roque; Carlos Soares; Luís Torgo (KDD, 2024)

Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine. - Luis Roque; Vítor Cerqueira; Carlos Soares; Luís Torgo (AAAI, 2025)

ModelRadar: Aspect-based Forecast Evaluation. - Vítor Cerqueira; Luis Roque; Carlos Soares (CoRR, 2025)

L-GTA: Latent Generative Modeling for Time Series Augmentation. - Luis Roque; Carlos Soares; Vítor Cerqueira; Luís Torgo (CoRR, 2025)