Alessandro Ghio

A public domain dataset for human activity recognition using smartphones

Davide Anguita, Alessandro Ghio, Luca Oneto et al. · RECERCAT (Consorci de Serveis Universitaris de Catalunya) · 2013 · 1.7K citations · Full text

Wearable System, Physical Activity, Engineering +25

Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression

Luca Ghelardoni, Alessandro Ghio, Davide Anguita · IEEE Transactions on Smart Grid · 2013 · 214 citations

Forecasting Methodology, Engineering, Machine Learning +16

The 'K' in K-fold Cross Validation

Davide Anguita, Luca Ghelardoni, Alessandro Ghio et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2012 · 149 citations

Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory

Davide Anguita, Alessandro Ghio, Noemi Greco et al. · 2010 · 122 citations

Engineering, Machine Learning, Feature Selection +20

In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines

Davide Anguita, Alessandro Ghio, Luca Oneto et al. · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 119 citations

Engineering, Machine Learning, Out-of-sample Model Selection +17