Luis Roque

14 papers A* 2Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine.
AAAI
Luis Roque, Vítor Cerqueira, Carlos Soares, Luís Torgo
2025 J jnl
L-GTA: Latent Generative Modeling for Time Series Augmentation.
CoRR
Luis Roque, Carlos Soares, Vítor Cerqueira, Luís Torgo
2025 J jnl
ModelRadar: Aspect-based Forecast Evaluation.
CoRR
Vítor Cerqueira, Luis Roque, Carlos Soares
2025 J jnl
Modelradar: aspect-based forecast evaluation.
Mach. Learn.
Vítor Cerqueira, Luis Roque, Carlos Soares
2025 J jnl
N-BEATS-MOE: N-BEATS with a Mixture-of-Experts Layer for Heterogeneous Time Series Forecasting.
CoRR
Ricardo Matos, Luis Roque, Vítor Cerqueira
2025 — conf
Online Data Augmentation for Forecasting with Deep Learning.
EPIA (1)
Vítor Cerqueira, Moisés Santos, Luis Roque, Yassine Baghoussi, Carlos Soares
2024 J jnl
Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine.
CoRR
Luis Roque, Carlos Soares, Vítor Cerqueira, Luís Torgo
2024 — conf
Forecasting with Deep Learning: Beyond Average of Average of Average Performance.
DS (1)
Vítor Cerqueira, Luis Roque, Carlos Soares
2024 J jnl
Forecasting with Deep Learning: Beyond Average of Average of Average Performance.
CoRR
Vítor Cerqueira, Luis Roque, Carlos Soares
2024 A* conf
RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms.
KDD
Luis Roque, Carlos Soares, Luís Torgo
2024 J jnl
RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms.
CoRR
Luis Roque, Carlos Soares, Luís Torgo
2020 Misc conf
Metrics and Indicators to evaluate the degree of transformation to Smart City of a city. An Ad-Hoc Quality Model.
CATA
Narayan C. Debnath, Mario Gabriel Peralta, Carlos Humberto Salgado, Luis Roque, Daniel Riesco, Germán Montejano, Mouna Mazzi
2019 J jnl
Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data.
CoRR
Luis Roque, Cristina A. C. Fernandes, Tony Silva
2011 J jnl
A Weighted Principal Component Analysis and Its Application to Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Joaquim F. Pinto da Costa, Hugo Alonso, Luis Roque