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Vitor Cerqueira — most-cited papers & profile · Time Series
← authors
·
overview
Vitor Cerqueira
11
papers ·
17
citations ·
15
h-index
Universidade do Porto
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical Study
2024 · 7 citations
ModelRadar: Aspect-based Forecast Evaluation
2025 · 3 citations
Time Series Data Augmentation as an Imbalanced Learning Problem
2024 · 3 citations
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction
2022 · 2 citations
Multi-output Ensembles for Multi-step Forecasting
2023 · 1 citations
Meta-learning and Data Augmentation for Stress Testing Forecasting Models
2024 · 1 citations
Grasynda: Graph-based Synthetic Time Series Generation
2026
L-GTA: Latent Generative Modeling for Time Series Augmentation
2025
Model Compression for Dynamic Forecast Combination
2021
AutoFITS: Automatic Feature Engineering for Irregular Time Series
2021
Forecasting with Deep Learning: Beyond Average of Average of Average Performance
2024
Top co-authors
Carlos Soares
· 4
Carlos Soares
· 4
Luis Torgo
· 4
Luis Roque
· 3
Ricardo In\'acio
· 2
Albert Bifet
· 1
Jo\~ao Vinagre
· 1
Jos\'e Leites
· 1
Luis Amorim
· 1
Mar\'ilia Barandas
· 1
Moises Santos
· 1
Nuno Moniz
· 1
Topics
Linear & Patch Models
Anomaly Detection
Probabilistic
Domain — Energy/Weather
stat.ML
Domain — Finance
econ.EM
stat.AP
math.DS
eess.SP