Vítor Cerqueira

1. STUDD: A Student-Teacher Method for Unsupervised Concept Drift Detection
   2021/03/01 by Vítor Cerqueira, Heitor Murilo Gomes, Cerqueira, Vitor +5 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Caching and Content Delivery #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
   2024/12/19 by Luís Roque, Roque, Luis, Carlos Soares +5 · 5 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Forecasting Techniques and Applications #Stock Market Forecasting Methods
3. AutoFITS: Automatic Feature Engineering for Irregular Time Series
   2021/12/29 by Costa, Pedro, Vítor Cerqueira, João Vinagre +2 · 1 citation
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Data Visualization and Analytics
4. Time Series Data Augmentation as an Imbalanced Learning Problem
   2024/04/29 by Vítor Cerqueira, Cerqueira, Vitor, Nuno Moniz +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)