CAPEZZA, CHRISTIAN
CAPEZZA, CHRISTIAN
DIPARTIMENTO DI INGEGNERIA INDUSTRIALE
A comparison of advanced regression techniques for predicting ship CO2 emissions
2017 Lepore, Antonio; Dos Reis, Marco Seabra; Palumbo, Biagio; Rendall, Ricardo; Capezza, Christian
On the use of predictive methods for ship fuel consumption analysis from massive on-board operational data
2017 Seabra dos Reis, Marco; Palumbo, Biagio; Lepore, Antonio; Rendall, Ricardo; Capezza, Christian
Introduzione ai modelli di analisi multivariata a variabili latenti. Applicazioni per l’ingegneria.
2018 Palumbo, Biagio; Lepore, Antonio; Capezza, Christian; Centofanti, Fabio
An empirical approach to monitoring CO2 emissions via Partial Least-Squares regression
2018 Lepore, Antonio; Palumbo, Biagio; Capezza, Christian
Monitoring ship performance via multi-way partial least-squares analysis of functional data
2017 Lepore, Antonio; Palumbo, Biagio; Capezza, Christian
Ship fuel consumption monitoring and fault detection via partial least squares and control charts of navigation data
2019 Capezza, C.; Coleman, S.; Lepore, A.; Palumbo, B.; Vitiello, L.
Case Studies on PLS-Based Procedure for Ship Fuel Consumption Monitoring and Fault Detection
2016 D'Ambra, Andrea; Lepore, Antonio; Palumbo, Biagio; Vitiello, Luigi; Capezza, Christian
CO2 emissions monitoring and fault-detection based on big navigation data
2016 Bocchetti, Dario; Lepore, Antonio; Palumbo, Biagio; Vitiello, Luigi; Capezza, Christian
Functional control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function linear model
2019 Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Functional control charts based on scalar-on-function linear model
2019 Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Statistical Engineering Challenges from Big Data in Shipping Industry
2019 Bocchetti, Dario; Capezza, Christian; Coleman, Shirley; Lepore, Antonio; Palumbo, Biagio; Reis, Marco S.; Rendall, Ricardo; Vitiello, Luigi
Analysis of profiles for monitoring of modern ship performance via partial least squares methods
2018 Lepore, Antonio; Palumbo, Biagio; Capezza, Christian
Control charts for monitoring ship operating conditions and CO2 emissions based on scalar‐on‐function regression
2020 Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Statistical process monitoring of multivariate profiles from ship operating conditions
2020 Capezza, Christian
Predicting ships' CO2 emissions using feature-oriented methods
2020 Reis, M. S.; Rendall, R.; Palumbo, B.; Lepore, A.; Capezza, C.
Additive stacking for disaggregate electricity demand forecasting
2021 Capezza, C.; Palumbo, B.; Goude, Y.; Wood, S. N.; Fasiolo, M.
Forecasting electricity demand of individual customers via additive stacking
2021 Capezza, Christian; Palumbo, Biagio; Goude, Yannig; Wood, Simon N; Fasiolo, Matteo
funcharts: An R package for the real-time monitoring of multivariate functional data
2021 Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Analysis of resistance of spot welding process data in the automotive industry via functional clustering techniques
2021 Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Palumbo, Biagio
Generalized additive models for ensemble electricity demand forecasting
2021 Fasiolo, Matteo; Capezza, Christian; Goude, Yannig; Palumbo, Biagio; Wood, Simon N
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| A comparison of advanced regression techniques for predicting ship CO2 emissions | 1.1 Articolo in rivista | 2017 | Lepore, Antonio; Dos Reis, Marco Seabra; Palumbo, Biagio; Rendall, Ricardo; Capezza, Christian | |
| On the use of predictive methods for ship fuel consumption analysis from massive on-board operational data | 4.1 Articoli in Atti di convegno | 2017 | Seabra dos Reis, Marco; Palumbo, Biagio; Lepore, Antonio; Rendall, Ricardo; Capezza, Christian | |
| Introduzione ai modelli di analisi multivariata a variabili latenti. Applicazioni per l’ingegneria. | 3.1 Monografia o trattato scientifico | 2018 | Palumbo, Biagio; Lepore, Antonio; Capezza, Christian; Centofanti, Fabio | |
| An empirical approach to monitoring CO2 emissions via Partial Least-Squares regression | 2.1 Contributo in volume (Capitolo o Saggio) | 2018 | Lepore, Antonio; Palumbo, Biagio; Capezza, Christian | |
| Monitoring ship performance via multi-way partial least-squares analysis of functional data | 4.1 Articoli in Atti di convegno | 2017 | Lepore, Antonio; Palumbo, Biagio; Capezza, Christian | |
| Ship fuel consumption monitoring and fault detection via partial least squares and control charts of navigation data | 1.1 Articolo in rivista | 2019 | Capezza, C.; Coleman, S.; Lepore, A.; Palumbo, B.; Vitiello, L. | |
| Case Studies on PLS-Based Procedure for Ship Fuel Consumption Monitoring and Fault Detection | 4.2 Abstract in Atti di convegno | 2016 | D'Ambra, Andrea; Lepore, Antonio; Palumbo, Biagio; Vitiello, Luigi; Capezza, Christian | |
| CO2 emissions monitoring and fault-detection based on big navigation data | 4.2 Abstract in Atti di convegno | 2016 | Bocchetti, Dario; Lepore, Antonio; Palumbo, Biagio; Vitiello, Luigi; Capezza, Christian | |
| Functional control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function linear model | 4.1 Articoli in Atti di convegno | 2019 | Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone | |
| Functional control charts based on scalar-on-function linear model | 4.2 Abstract in Atti di convegno | 2019 | Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone | |
| Statistical Engineering Challenges from Big Data in Shipping Industry | 4.2 Abstract in Atti di convegno | 2019 | Bocchetti, Dario; Capezza, Christian; Coleman, Shirley; Lepore, Antonio; Palumbo, Biagio; Reis, Marco S.; Rendall, Ricardo; Vitiello, Luigi | |
| Analysis of profiles for monitoring of modern ship performance via partial least squares methods | 1.1 Articolo in rivista | 2018 | Lepore, Antonio; Palumbo, Biagio; Capezza, Christian | |
| Control charts for monitoring ship operating conditions and CO2 emissions based on scalar‐on‐function regression | 1.1 Articolo in rivista | 2020 | Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone | |
| Statistical process monitoring of multivariate profiles from ship operating conditions | 4.1 Articoli in Atti di convegno | 2020 | Capezza, Christian | |
| Predicting ships' CO2 emissions using feature-oriented methods | 1.1 Articolo in rivista | 2020 | Reis, M. S.; Rendall, R.; Palumbo, B.; Lepore, A.; Capezza, C. | |
| Additive stacking for disaggregate electricity demand forecasting | 1.1 Articolo in rivista | 2021 | Capezza, C.; Palumbo, B.; Goude, Y.; Wood, S. N.; Fasiolo, M. | |
| Forecasting electricity demand of individual customers via additive stacking | 4.1 Articoli in Atti di convegno | 2021 | Capezza, Christian; Palumbo, Biagio; Goude, Yannig; Wood, Simon N; Fasiolo, Matteo | |
| funcharts: An R package for the real-time monitoring of multivariate functional data | 4.2 Abstract in Atti di convegno | 2021 | Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone | |
| Analysis of resistance of spot welding process data in the automotive industry via functional clustering techniques | 4.2 Abstract in Atti di convegno | 2021 | Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Palumbo, Biagio | |
| Generalized additive models for ensemble electricity demand forecasting | 4.2 Abstract in Atti di convegno | 2021 | Fasiolo, Matteo; Capezza, Christian; Goude, Yannig; Palumbo, Biagio; Wood, Simon N |