Carlos Soares

Latest

• Early Anomaly Detection in Time Series: A Hierarchical Approach for Predicting Critical Health Episodes
• 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
• Arbitrated Ensemble for Solar Radiation Forecasting
• Arbitrated Ensemble for Time Series Forecasting
• Resource-bounded Outlier Detection Using Clustering Methods
• Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data
• Dynamic Discretization of Continuous Attributes.