Luca Pappalardo
TitleCited byYear
Returners and explorers dichotomy in human mobility
L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ...
Nature communications 6, 8166, 2015
1492015
Understanding the patterns of car travel
L Pappalardo, S Rinzivillo, Z Qu, D Pedreschi, F Giannotti
The European Physical Journal Special Topics 215 (1), 61-73, 2013
632013
Tiles: an online algorithm for community discovery in dynamic social networks
G Rossetti, L Pappalardo, D Pedreschi, F Giannotti
Machine Learning 106 (8), 1213-1241, 2017
512017
Small area model-based estimators using big data sources
S Marchetti, C Giusti, M Pratesi, N Salvati, F Giannotti, D Pedreschi, ...
Journal of Official Statistics 31 (2), 263-281, 2015
472015
An analytical framework to nowcast well-being using mobile phone data
L Pappalardo, M Vanhoof, L Gabrielli, Z Smoreda, D Pedreschi, ...
International Journal of Data Science and Analytics, 2016
462016
Using big data to study the link between human mobility and socio-economic development
L Pappalardo, D Pedreschi, Z Smoreda, F Giannotti
2015 IEEE International Conference on Big Data (Big Data), 871-878, 2015
452015
The harsh rule of the goals: Data-driven performance indicators for football teams
P Cintia, F Giannotti, L Pappalardo, D Pedreschi, M Malvaldi
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
412015
A network-based approach to evaluate the performance of football teams
P Cintia, S Rinzivillo, L Pappalardo
Machine learning and data mining for sports analytics workshop, Porto, Portugal, 2015
352015
Effective injury forecasting in soccer with GPS training data and machine learning
A Rossi, L Pappalardo, P Cintia, FM Iaia, J Fernŕndez, D Medina
PloS one 13 (7), e0201264, 2018
34*2018
" How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks
L Pappalardo, G Rossetti, D Pedreschi
2012 IEEE/ACM International Conference on Advances in Social Networks …, 2012
342012
" Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance
P Cintia, L Pappalardo, D Pedreschi
2013 IEEE 13th International Conference on Data Mining Workshops, 147-153, 2013
242013
Data-driven generation of spatio-temporal routines in human mobility
L Pappalardo, F Simini
Data Mining and Knowledge Discovery, 2017
23*2017
The purpose of motion: Learning activities from individual mobility networks
S Rinzivillo, L Gabrielli, M Nanni, L Pappalardo, D Pedreschi, F Giannotti
2014 International Conference on Data Science and Advanced Analytics (DSAA …, 2014
212014
A Complexity Science Perspective on Human Mobility.
F Giannotti, L Pappalardo, D Pedreschi, D Wang
Mobility Data, 297-314, 2013
182013
Quantifying the relation between performance and success in soccer
L Pappalardo, P Cintia
Advances in Complex Systems, https://doi.org/10.1142/S021952591750014X, 2017
172017
Human mobility modelling: exploration and preferential return meet the gravity model
L Pappalardo, S Rinzivillo, F Simini
Procedia Computer Science 83, 934-939, 2016
172016
The three dimensions of social prominence
D Pennacchioli, G Rossetti, L Pappalardo, D Pedreschi, F Giannotti, ...
International Conference on Social Informatics, 319-332, 2013
172013
A novel approach to evaluate community detection algorithms on ground truth
G Rossetti, L Pappalardo, S Rinzivillo
Complex Networks VII, 133-144, 2016
142016
Mobility and geo-social networks
L Spinsanti, M Berlingerio, L Pappalardo
Mobility Data: Modeling, Management, and Understanding 16, 2013
132013
PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach
L Pappalardo, P Cintia, P Ferragina, E Massucco, D Pedreschi, ...
arXiv preprint arXiv:1802.04987, 2018
12*2018
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Articles 1–20