Vitor Cerqueira

Latest

• Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes
• Evaluating time series forecasting models: An empirical study on performance estimation methods
• Evaluating time series forecasting models: An empirical study on performance estimation methods
• Layered Learning for Early Anomaly Detection: Predicting Critical Health Episodes
• Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters
• Constructive Aggregation and its Application to Forecasting with Dynamic Ensembles
• A Comparative Study of Performance Estimation Methods for Time Series Forecasting
• Arbitrated Ensemble for Solar Radiation Forecasting
• Arbitrated Ensemble for Time Series Forecasting
• Dynamic and Heterogeneous Ensembles for Time Series Forecasting