Sfoglia per Autore
When space matters, how can we explain Random Forest?
2024-01-01 Luca Patelli, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo
Spatial varying graphical models for water pollutants
2024-01-01 Rosaria Ignaccolo, Nicola Pronello, Alex Cucco, Luigi Ippoliti, Vito Frontuto, Natalia Golini
Functional zoning of biodiversity profiles
2024-01-01 Natalia Golini; Rosaria Ignaccolo; Luigi Ippoliti; Nicola Pronello
A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review
2024-01-01 Luca Patelli, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo
Spatiotemporal modelling of PM2.5 concentrations in Lombardy (Italy) - A comparative study
2024-01-01 Philipp Otto; Alessandro Fusta Moro; Jacopo Rodeschini; Qendrim Shaboviq; Rosaria Ignaccolo; Natalia Golini; Michela Cameletti; Paolo Maranzano; Francesco Finazzi; Alessandro Fassò
Penalized model-based functional clustering: a regularization approach via shrinkage methods
2023-01-01 Nicola Pronello; Rosaria Ignaccolo; Luigi Ippoliti; Sara Fontanella
Random forest in the spatial framework, how to deal with it?
2023-01-01 Luca Patelli, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo
A taxonomy for Random Forest in the spatial regression framework
2023-01-01 L. Patelli, M. Cameletti, N. Golini, R. Ignaccolo
Explaining spatial regression random forest
2023-01-01 Natalia Golini, Luca Patelli, Rosaria Ignaccolo, Michela Cameletti
Functional Graphical Models to map Brexit debate on Twitter
2023-01-01 Nicola Pronello, Emiliano del Gobbo, Lara Fontanella, Rosaria Ignaccolo, Luigi Ippoliti, Sara Fontanella
Statistical analysis of complex networks
2023-01-01 Nicola Pronello, Alex Cucco, Rosaria Ignaccolo, Luigi Ippoliti
Ammonia emissions and fine particulate matter: some evidence in Lombardy
2023-01-01 Alessandro Fusta Moro, Matteo Salis, Andrea Zucchi, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo
Agrimonia: a dataset on livestock, meteorology and air quality in the Lombardy region, Italy
2023-01-01 Alessandro Fassò, Jacopo Rodeschini, Alessandro Fusta Moro, Qendrim Shaboviq, Paolo Maranzano, Michela Cameletti, Francesco Finazzi, Natalia Golini, Rosaria Ignaccolo, Philipp Otto
Penalized model-based clustering of complex functional data
2023-01-01 Pronello, N; Ignaccolo, R; Ippoliti, L; Fontanella, S
AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy
2022-01-01 Fassò, Alessandro; Rodeschini, Jacopo; Fusta Moro, Alessandro; Shaboviq, Qendrim; Maranzano, Paolo; Cameletti, Michela; Finazzi, Francesco; Golini, Natalia; Ignaccolo, Rosaria; Otto, Philipp
Mapping Brexit debate on twitter via functional graphical models
2022-01-01 Nicola Pronello, Emiliano del Gobbo, Lara Fontanella, Rosaria Ignaccolo, Luigi Ippoliti, Sara Fontanella
Persistent homology in network analysis and its application to environmental data
2021-01-01 L. Fontanella, S. Fontanella, R. Ignaccolo, L. Ippoliti, P. Valentini
Penalized functional clustering with environmental applications
2021-01-01 Nicola Pronello, Sara Fontanella, Rosaria Ignaccolo, Luigi Ippoliti
Universal, Residual and External Drift Functional Kriging
2021-01-01 Franco-Villoria, Maria; Ignaccolo, Rosaria
G-Lasso Network Analysis for Functional Data
2020-01-01 Fontanella L.; Fontanella S.; Ignaccolo R.; Ippoliti L.; Valentini P.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| When space matters, how can we explain Random Forest? | 2024 | Luca Patelli, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo | |
| Spatial varying graphical models for water pollutants | 2024 | Rosaria Ignaccolo, Nicola Pronello, Alex Cucco, Luigi Ippoliti, Vito Frontuto, Natalia Golini | |
| Functional zoning of biodiversity profiles | 2024 | Natalia Golini; Rosaria Ignaccolo; Luigi Ippoliti; Nicola Pronello | |
| A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review | 2024 | Luca Patelli, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo | |
| Spatiotemporal modelling of PM2.5 concentrations in Lombardy (Italy) - A comparative study | 2024 | Philipp Otto; Alessandro Fusta Moro; Jacopo Rodeschini; Qendrim Shaboviq; Rosaria Ignaccolo; Natalia Golini; Michela Cameletti; Paolo Maranzano; Francesco Finazzi; Alessandro Fassò | |
| Penalized model-based functional clustering: a regularization approach via shrinkage methods | 2023 | Nicola Pronello; Rosaria Ignaccolo; Luigi Ippoliti; Sara Fontanella | |
| Random forest in the spatial framework, how to deal with it? | 2023 | Luca Patelli, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo | |
| A taxonomy for Random Forest in the spatial regression framework | 2023 | L. Patelli, M. Cameletti, N. Golini, R. Ignaccolo | |
| Explaining spatial regression random forest | 2023 | Natalia Golini, Luca Patelli, Rosaria Ignaccolo, Michela Cameletti | |
| Functional Graphical Models to map Brexit debate on Twitter | 2023 | Nicola Pronello, Emiliano del Gobbo, Lara Fontanella, Rosaria Ignaccolo, Luigi Ippoliti, Sara Fontanella | |
| Statistical analysis of complex networks | 2023 | Nicola Pronello, Alex Cucco, Rosaria Ignaccolo, Luigi Ippoliti | |
| Ammonia emissions and fine particulate matter: some evidence in Lombardy | 2023 | Alessandro Fusta Moro, Matteo Salis, Andrea Zucchi, Michela Cameletti, Natalia Golini, Rosaria Ignaccolo | |
| Agrimonia: a dataset on livestock, meteorology and air quality in the Lombardy region, Italy | 2023 | Alessandro Fassò, Jacopo Rodeschini, Alessandro Fusta Moro, Qendrim Shaboviq, Paolo Maranzano, Michela Cameletti, Francesco Finazzi, Natalia Golini, Rosaria Ignaccolo, Philipp Otto | |
| Penalized model-based clustering of complex functional data | 2023 | Pronello, N; Ignaccolo, R; Ippoliti, L; Fontanella, S | |
| AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy | 2022 | Fassò, Alessandro; Rodeschini, Jacopo; Fusta Moro, Alessandro; Shaboviq, Qendrim; Maranzano, Paolo; Cameletti, Michela; Finazzi, Francesco; Golini, Natalia; Ignaccolo, Rosaria; Otto, Philipp | |
| Mapping Brexit debate on twitter via functional graphical models | 2022 | Nicola Pronello, Emiliano del Gobbo, Lara Fontanella, Rosaria Ignaccolo, Luigi Ippoliti, Sara Fontanella | |
| Persistent homology in network analysis and its application to environmental data | 2021 | L. Fontanella, S. Fontanella, R. Ignaccolo, L. Ippoliti, P. Valentini | |
| Penalized functional clustering with environmental applications | 2021 | Nicola Pronello, Sara Fontanella, Rosaria Ignaccolo, Luigi Ippoliti | |
| Universal, Residual and External Drift Functional Kriging | 2021 | Franco-Villoria, Maria; Ignaccolo, Rosaria | |
| G-Lasso Network Analysis for Functional Data | 2020 | Fontanella L.; Fontanella S.; Ignaccolo R.; Ippoliti L.; Valentini P. |
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