REsearch

Book chapters

1. Patelli, L., Cameletti, M., Golini, N. & Ignaccolo, R. (2023). A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review. Accepted for publication in Advanced Statistical Methods in Environmental Science, Process Monitoring, and Finance. Preprint available at https://arxiv.org/abs/2303.04693

Short Papers

2. Patelli, L., Cameletti, M., Golini, N. & Ignaccolo, R. (2023). A taxonomy for Random Forest in the spatial regression framework. Book of Short Papers GRASPA 2023 (Accepted for publication on April, 13 2023). Available at https://www.dropbox.com/s/l1tkeh8ttdf1udn/main.pdf?dl=0 (BEST POSTER AWARD)

3. Golini, N., Patelli, L. & Barber, X. (2023). How can we explain Random Forests in a spatial framework?. Book of Short Papers SIS 2023 (Accepted for publication on April, 30 2023). Available at https://it.pearson.com/content/dam/region-core/italy/pearson-italy/pdf/Docenti/Universit%C3%A0/bozza-book-compresso.pdf

Work in progress

• Patelli, L., Biffignandi, S., Mazziotta, M., Bernardini, A., (2021+). Measuring sustainability in enterprises: a regional composite index.