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Luca Pappalardo

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2018
[j6]
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Roberta Sinatra, Renaud Lambiotte, Luca Pappalardo, Paolo Cintia:
Editorial. Advances in Complex Systems 21(3-4): 1802001 (2018)
[j5]
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Luca Pappalardo, Filippo Simini:
Data-driven generation of spatio-temporal routines in human mobility. Data Min. Knowl. Discov. 32(3): 787-829 (2018)
[j4]
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Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale:
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data. ACM TIST 9(3): 31:1-31:27 (2018)
[c23]
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Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri:
Weak Nodes Detection in Urban Transport Systems: Planning for Resilience in Singapore. DSAA 2018: 472-480
[c22]
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  - conf/pkdd/NatilliMGP18
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Michela Natilli, Anna Monreale, Riccardo Guidotti, Luca Pappalardo:
Exploring Students Eating Habits Through Individual Profiling and Clustering Analysis. MIDAS/PAP@PKDD/ECML 2018: 156-171
[c21]
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Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale:
Analyzing Privacy Risk in Human Mobility Data. STAF Workshops 2018: 114-129
[p3]
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Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, P. Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi:
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306
[i8]
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  - journals/corr/abs-1802-04830
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Charlotte James, Luca Pappalardo, Alina Sîrbu, Filippo Simini:
Prediction of next career moves from scientific profiles. CoRR abs/1802.04830 (2018)
[i7]
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  - journals/corr/abs-1802-04987
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Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti:
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance. CoRR abs/1802.04987 (2018)
[i6]
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  - journals/corr/abs-1806-09936
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Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Salvatore Ruggieri, Franco Turini:
Open the Black Box Data-Driven Explanation of Black Box Decision Systems. CoRR abs/1806.09936 (2018)
[i5]
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  - journals/corr/abs-1809-07839
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Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri:
Weak nodes detection in urban transport systems: Planning for resilience in Singapore. CoRR abs/1809.07839 (2018)
2017
[j3]
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  - journals/ml/RossettiPPG17
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Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti:
Tiles: an online algorithm for community discovery in dynamic social networks. Machine Learning 106(8): 1213-1241 (2017)
[c20]
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  - conf/icdm/GuidottiRPGP17
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Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. ICDM 2017: 895-900
[c19]
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  - conf/pkdd/PellungriniPP17
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Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo:
Assessing Privacy Risk in Retail Data. PAP@PKDD/ECML 2017: 17-22
[c18]
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  - conf/pkdd/RossiPCFIM17
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Alessio Rossi, Luca Pappalardo, Paolo Cintia, Javier Fernández, Marcello Fedon Iaia, Daniel Medina:
Who Is Going to Get Hurt? Predicting Injuries in Professional Soccer. MLSA@PKDD/ECML 2017: 21-30
[c17]
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  - conf/safecomp/PellungriniPPM17
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Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale:
Fast Estimation of Privacy Risk in Human Mobility Data. SAFECOMP Workshops 2017: 415-426
[i4]
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  - journals/corr/GuidottiRPGP17
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Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Next Basket Prediction using Recurring Sequential Patterns. CoRR abs/1702.07158 (2017)
[i3]
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  - journals/corr/abs-1712-02224
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Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási:
Human Perception of Performance. CoRR abs/1712.02224 (2017)
2016
[j2]
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  - journals/ijdsa/PappalardoVGSPG16
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Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti:
An analytical framework to nowcast well-being using mobile phone data. I. J. Data Science and Analytics 2(1-2): 75-92 (2016)
[j1]
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  - journals/snam/RossettiPKPGD16
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Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas:
Homophilic network decomposition: a community-centric analysis of online social services. Social Netw. Analys. Mining 6(1): 103:1-103:18 (2016)
[c16]
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  - conf/ant/PappalardoRS16
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Luca Pappalardo, Salvatore Rinzivillo, Filippo Simini:
Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model. ANT/SEIT 2016: 934-939
[c15]
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  - conf/asunam/CintiaCP16
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Paolo Cintia, Michele Coscia, Luca Pappalardo:
The Haka network: Evaluating rugby team performance with dynamic graph analysis. ASONAM 2016: 1095-1102
[c14]
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  - conf/complenet/RossettiPR16
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Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo:
A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth. CompleNet 2016: 133-144
[c13]
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  - conf/edbt/Pappalardo16
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Luca Pappalardo:
The Origin of Heterogeneity in Human Mobility Ranges. EDBT/ICDT Workshops 2016
[i2]
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  - journals/corr/PappalardoVGSPG16
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Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti:
An analytical framework to nowcast well-being using mobile phone data. CoRR abs/1606.06279 (2016)
[i1]
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  - journals/corr/PappalardoS16
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Luca Pappalardo, Filippo Simini:
Modelling individual routines and spatio-temporal trajectories in human mobility. CoRR abs/1607.05952 (2016)
2015
[c12]
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  - conf/asunam/RossettiPKPGD15
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Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas:
Community-centric analysis of user engagement in Skype social network. ASONAM 2015: 547-552
[c11]
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  - conf/bigdataconf/PappalardoPSG15
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Luca Pappalardo, Dino Pedreschi, Zbigniew Smoreda, Fosca Giannotti:
Using big data to study the link between human mobility and socio-economic development. BigData 2015: 871-878
[c10]
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  - conf/dsaa/CintiaGPPM15
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Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi:
The harsh rule of the goals: Data-driven performance indicators for football teams. DSAA 2015: 1-10
[c9]
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  - conf/pkdd/CintiaRP15
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Paolo Cintia, Salvatore Rinzivillo, Luca Pappalardo:
Network-based Measures for Predicting the Outcomes of Football Games. MLSA@PKDD/ECML 2015: 46-54
2014
[c8]
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  - conf/dsaa/RinzivilloGNPPG14
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Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti:
The purpose of motion: Learning activities from Individual Mobility Networks. DSAA 2014: 312-318
[c7]
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  - conf/sebd/CintiaPP14
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Paolo Cintia, Luca Pappalardo, Dino Pedreschi:
Mining efficient training patterns of non-professional cyclists. SEBD 2014: 1-8
[c6]
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  - conf/sebd/PennacchioliRPPGC14
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Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia:
The patterns of musical influence on the Last.Fm social network. SEBD 2014: 284-291
2013
[c5]
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  - conf/icdm/CintiaPP13
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Paolo Cintia, Luca Pappalardo, Dino Pedreschi:
"Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance. ICDM Workshops 2013: 147-153
[c4]
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Luca Pappalardo, Giulio Rossetti, Dino Pedreschi:
Measuring tie strength in multidimensional networks. SEBD 2013: 223-230
[c3]
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Luca Pappalardo, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti:
Validating general human mobility patterns on massive GPS data. SEBD 2013: 305-312
[c2]
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  - conf/socinfo/PennacchioliRPPGC13
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Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia:
The Three Dimensions of Social Prominence. SocInfo 2013: 319-332
[p2]
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  - books/cu/p/GiannottiPPW13
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Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Dashun Wang:
A Complexity Science Perspective on Human Mobility. Mobility Data 2013: 297-314
[p1]
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  - books/cu/p/SpinsantiBP13
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Laura Spinsanti, Michele Berlingerio, Luca Pappalardo:
Mobility and Geo-Social Networks. Mobility Data 2013: 315-333
2012
[c1]
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  - conf/asunam/PappalardoRP12
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Luca Pappalardo, Giulio Rossetti, Dino Pedreschi:
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks. ASONAM 2012: 1040-1045

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