5 papers
Multi-State Modeling of Greenhouse Cucumber Yield Dynamics Under Microclimate Effects
Emiliano Seri, Francesco Biso, Gianluigi Bovesecchi +2
Greenhouse decisions often rely on static thresholds, yet crop output switches among microclimate-driven regimes. We frame daily cucumber yield as transitions among three ordered s…
Sustainable Greenhouse Microclimate Modeling: A Comparative Analysis of Recurrent and Graph Neural Networks
Emiliano Seri, Marcello Petitta, Chryssoula Papaioannou +2
The integration of photovoltaic (PV) systems into greenhouses not only optimizes land use but also enhances sustainable agricultural practices by enabling dual benefits of food pro…
Spherical Double K-Means: a co-clustering approach for text data analysis
Ilaria Bombelli, Domenica Fioredistella Iezzi, Emiliano Seri +1
In text analysis, Spherical K-means (SKM) is a specialized k-means clustering algorithm widely utilized for grouping documents represented in high-dimensional, sparse term-document…
Partial membership models for soft clustering of multivariate football player performance data
Emiliano Seri, Roberto Rocci, Thomas Brendan Murphy
The standard mixture modeling framework has been widely used to study heterogeneous populations, by modeling them as being composed of a finite number of homogeneous sub-population…
Text Data Analysis of Maternal Narratives: Albanian Women in Italy
Eleonora Miaci, Emiliano Seri
Despite growing interest in migration studies, research on motherhood among migrant women in Italy remains limited. This study contributes to the literature by examining the family…