39 citations · 95 across the 15 of their papers we have counts for
15 papers
Eigenvector Spatial Filters Nuclear Norm Matrix Completion with Application to Air Quality Data
Rodolfo Metulini
Reliable reconstruction of missing observations in environmental panel datasets is essential for accurate exposure assessment and policy analysis. Traditional nuclear norm matrix c…
A model-based restricted shapley value to measure the players' contribution to shot actions in football
Mattia Cefis, Rodolfo Metulini, Maurizio Carpita
This paper proposes a novel framework to assess individual player contributions in football, explicitly accounting for the cooperative nature of shot-ending offensive actions. By i…
Hierarchical Clustering and Matrix Completion for the Reconstruction of World Input-Output Tables
Rodolfo Metulini, Giorgio Gnecco, Francesco Biancalani +1
World Input-Output (I/O) matrices provide the networks of within- and cross-country economic relations. In the context of I/O analysis, the methodology adopted by national statisti…
Modelling basketball players' performance and interactions between teammates with a regime switching approach
Paola Zuccolotto, Marco Sandri, Marica Manisera +1
Basketball players' performance measurement is of critical importance for a broad spectrum of decisions related to training and game strategy. Despite this recognized central role,…
The HOG-FDA Approach with Mobile Phone Data to Modeling the Dynamic of People's Presences in the City
Rodolfo Metulini, Maurizio Carpita
In the context of Smart City, the dynamic of the presence of people can be analysed using high-dimensional spatio-temporal mobile phone data. In order to find regularities and dete…
A strategy for the matching of mobile phone signals with census data
Rodolfo Metulini, Maurizio Carpita
Administrative data allows us to count for the number of residents. The geo-localization of people by mobile phone, by quantifying the number of people at a given moment in time, e…
Detecting and classifying moments in basketball matches using sensor tracked data
Tullio Facchinetti, Rodolfo Metulini, Paola Zuccolotto
Data analytics in sports is crucial to evaluate the performance of single players and the whole team. The literature proposes a number of tools for both offence and defence scenari…
Filtering Procedures for Sensor Data in Basketball
Rodolfo Metulini
Big Data Analytics help team sports' managers in their decisions by processing a number of different kind of data. With the advent of Information Technologies, collecting, processi…
Players Movements and Team Shooting Performance: a Data Mining approach for Basketball
Rodolfo Metulini
In the domain of Sport Analytics, Global Positioning Systems devices are intensively used as they permit to retrieve players' movements. Team sports' managers and coaches are inter…
Sensor Analytics in Basketball
Rodolfo Metulini, Marica Manisera, Paola Zuccolotto
A new approach in team sports analysis consists in studying positioning and movements of players during the game in relation to team performance. State of the art tracking systems…
Space-Time Analysis of Movements in Basketball using Sensor Data
Rodolfo Metulini, Marica Manisera, Paola Zuccolotto
Global Positioning Systems (GPS) are nowadays intensively used in Sport Science as they permit to capture the space-time trajectories of players, with the aim to infer useful infor…
The Indirect Effects of FDI on Trade: A Network Perspective
Paolo Sgrignoli, Rodolfo Metulini, Zhen Zhu +1
The relationship between international trade and foreign direct investment (FDI) is one of the main features of globalization. In this paper we investigate the effects of FDI on tr…
Spatio-Temporal Movements in Team Sports: A Visualization approach using Motion Charts
Rodolfo Metulini
To analyze the movements and to study the trajectories of players is a crucial need for a team when it looks to improve its chances of winning a match or to understand its performa…
The Relation Between Global Migration and Trade Networks
Paolo Sgrignoli, Rodolfo Metulini, Stefano Schiavo +1
In this paper we develop a methodology to analyze and compare multiple global networks. We focus our analysis on the relation between human migration and trade. First, we identify…
A structural analysis on Gravity of Trade: on removing distance from the model
Rodolfo Metulini
The Gravity Model is the workhorse for empirical studies in International Economies for its empirical power and it is commonly used in explaining the trade flow between countries;…