Luca Pappalardo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 77

Top Topics

Transport Systems

Object Detection

Top Venues

Int. J. Data Sci. Anal.

Publications

Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
Navigation services amplify concentration of traffic and emissions in our cities. CoRR (2024)
Simone Baccile, Giuliano Cornacchia, Luca Pappalardo
Measuring the Impact of Road Removal on Vehicular CO2 Emissions. EDBT/ICDT Workshops (2024)
Giovanni Mauro, Luca Pappalardo
The Role of Relocation Policies in Urban Segregation Dynamics. EDBT/ICDT Workshops (2024)
Luca Pappalardo, Emanuele Ferragina, Salvatore Citraro, Giuliano Cornacchia, Mirco Nanni, Giulio Rossetti, Gizem Gezici, Fosca Giannotti, Margherita Lalli, Daniele Gambetta, Giovanni Mauro, Virginia Morini, Valentina Pansanella, Dino Pedreschi
A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions. CoRR (2024)
Giuliano Cornacchia, Ludovico Lemma, Luca Pappalardo
Popularity-based Alternative Routing. CoRR (2024)
Sebastiano Bontorin, Simone Centellegher, Riccardo Gallotti, Luca Pappalardo, Bruno Lepri, Massimiliano Luca
Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility. CoRR (2024)
Dino Pedreschi, Luca Pappalardo, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani
Social AI and the Challenges of the Human-AI Ecosystem. CoRR (2023)
Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
Effects of Route Randomization on Urban Emissions. SUMO (2023)
Giuliano Cornacchia, Mirco Nanni, Luca Pappalardo
One-Shot Traffic Assignment with Forward-Looking Penalization. SIGSPATIAL/GIS (2023)
Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo
A Survey on Deep Learning for Human Mobility. ACM Comput. Surv. 55 (2) (2023)
Giuliano Cornacchia, Mirco Nanni, Luca Pappalardo
One-Shot Traffic Assignment with Forward-Looking Penalization. CoRR (2023)
Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca
Trustworthy AI at KDD Lab. Ital-IA (2023)
Luca Pappalardo, Matteo Böhm, Giuliano Cornacchia, Giovanni Mauro, Dino Pedreschi, Mirco Nanni
Human mobility, AI assistants, and urban emissions: an insidious triangle. Ital-IA (2023)
Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi
Trajectory test-train overlap in next-location prediction datasets. Mach. Learn. 112 (11) (2023)
Luca Pappalardo, Ed Manley, Vedran Sekara, Laura Alessandretti
Future directions in human mobility science. Nat. Comput. Sci. 3 (7) (2023)
Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo
Generating Synthetic Mobility Networks with Generative Adversarial Networks. CoRR (2022)
Arian Skoki, Alessio Rossi, Paolo Cintia, Luca Pappalardo, Ivan Stajduhar
Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game. Sensors 22 (24) (2022)
Pierpaolo Resce, Lukas Vorwerk, Zhiwei Han, Giuliano Cornacchia, Omid Isfahani Alamdari, Mirco Nanni, Luca Pappalardo, Daniel Weimer, Yuanting Liu
Connected vehicle simulation framework for parking occupancy prediction (demo paper). SIGSPATIAL/GIS (2022)
Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi
Trajectory Test-Train Overlap in Next-Location Prediction Datasets. CoRR (2022)
Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo
Generating mobility networks with generative adversarial networks. EPJ Data Sci. 11 (1) (2022)
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
Understanding peace through the world news. EPJ Data Sci. 11 (1) (2022)
Roberto Pellungrini, Luca Pappalardo, Filippo Simini, Anna Monreale
Modeling Adversarial Behavior Against Mobility Data Privacy. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Marco Cardia, Massimiliano Luca, Luca Pappalardo
Enhancing Crowd Flow Prediction in Various Spatial and Temporal Granularities. WWW (Companion Volume) (2022)
Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
How Routing Strategies Impact Urban Emissions. CoRR (2022)
Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
How routing strategies impact urban emissions. SIGSPATIAL/GIS (2022)
Marco Cardia, Massimiliano Luca, Luca Pappalardo
Enhancing crowd flow prediction in various spatial and temporal granularities. CoRR (2022)
Luca Pappalardo, Filippo Simini, Gianni Barlacchi, Roberto Pellungrini
Library for the Analysis, Generation, and Risk Assessment of Mobility Data. J. Stat. Softw. 103 (4) (2022)
Giuliano Cornacchia, Luca Pappalardo
A Mechanistic Data-Driven Approach to Synthesize Human Mobility Considering the Spatial, Temporal, and Social Dimensions Together. ISPRS Int. J. Geo Inf. 10 (9) (2021)
Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11 (4) (2021)
Lorenzo Lucchini, Simone Centellegher, Luca Pappalardo, Riccardo Gallotti, Filippo Privitera, Bruno Lepri, Marco De Nadai
Living in a pandemic: adaptation of individual mobility and social activity in the US. CoRR (2021)
Vasiliki Voukelatou, Lorenzo Gabrielli, Ioanna Miliou, Stefano Cresci, Rajesh Sharma, Maurizio Tesconi, Luca Pappalardo
Measuring objective and subjective well-being: dimensions and data sources. Int. J. Data Sci. Anal. 11 (4) (2021)
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
Understanding peacefulness through the world news. CoRR (2021)
Paolo Cintia, Giovanni Mauro, Luca Pappalardo, Paolo Ferragina
An interactive dashboard for searching and comparing soccer performance scores. CoRR (2021)
Paolo Cintia, Luca Pappalardo
Coach2vec: autoencoding the playing style of soccer coaches. CoRR (2021)
Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Human migration: the big data perspective. Int. J. Data Sci. Anal. 11 (4) (2021)
Matteo Böhm, Mirco Nanni, Luca Pappalardo
Improving vehicles' emissions reduction policies by targeting gross polluters. CoRR (2021)
Giuliano Cornacchia, Luca Pappalardo
STS-EPR: Modelling individual mobility considering the spatial, temporal, and social dimensions together. ANT/EDI40 (2021)
Luca Pappalardo, Valerio Grossi, Dino Pedreschi
Introduction to the special issue on social mining and big data ecosystem for open, responsible data science. Int. J. Data Sci. Anal. 11 (4) (2021)
Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Correction to: Human migration: the big data perspective. Int. J. Data Sci. Anal. 12 (1) (2021)
Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth. EPJ Data Sci. 10 (1) (2021)
Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR (2020)
Giuliano Cornacchia, Giulio Rossetti, Luca Pappalardo
Modelling Human Mobility considering Spatial, Temporal and Social Dimensions. CoRR (2020)
Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
An individual-level ground truth dataset for home location detection. CoRR (2020)
Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo
Deep Learning for Human Mobility: a Survey on Data and Models. CoRR (2020)
Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo
Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM. ECML/PKDD (5) (2020)
Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM. CoRR (2020)
Filippo Simini, Gianni Barlacchi, Massimiliano Luca, Luca Pappalardo
Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information. CoRR (2020)
Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
Estimating countries' peace index through the lens of the world news as monitored by GDELT. DSAA (2020)
Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Francesco Penone, Salvatore Rinzivillo, Giulio Rossetti, Marcello Savarese, Lara Tavoschi
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. CoRR (2020)
Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Luca Pappalardo, Gianni Barlacchi, Roberto Pellungrini, Filippo Simini
Human Mobility from theory to practice: Data, Models and Applications. WWW (Companion Volume) (2019)
Luca Pappalardo, Filippo Simini
Data-driven generation of spatio-temporal routines in human mobility. Data Min. Knowl. Discov. 32 (3) (2018)
Roberta Sinatra, Renaud Lambiotte, Luca Pappalardo, Paolo Cintia
Editorial. Adv. Complex Syst. 21 (3-4) (2018)
Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data. ACM Trans. Intell. Syst. Technol. 9 (3) (2018)
Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance. CoRR (2018)
Michela Natilli, Anna Monreale, Riccardo Guidotti, Luca Pappalardo
Exploring Students Eating Habits Through Individual Profiling and Clustering Analysis. MIDAS/PAP@PKDD/ECML (2018)
Charlotte James, Luca Pappalardo, Alina Sîrbu, Filippo Simini
Prediction of next career moves from scientific profiles. CoRR (2018)
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 (2018)
Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri
Weak Nodes Detection in Urban Transport Systems: Planning for Resilience in Singapore. DSAA (2018)
Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri
Weak nodes detection in urban transport systems: Planning for resilience in Singapore. CoRR (2018)
Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Analyzing Privacy Risk in Human Mobility Data. STAF Workshops (2018)
Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Fast Estimation of Privacy Risk in Human Mobility Data. SAFECOMP Workshops (2017)
Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. ICDM (2017)
Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo
Assessing Privacy Risk in Retail Data. PAP@PKDD/ECML (2017)
Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Next Basket Prediction using Recurring Sequential Patterns. CoRR (2017)
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)
Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási
Human Perception of Performance. CoRR (2017)
Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
Tiles: an online algorithm for community discovery in dynamic social networks. Mach. Learn. 106 (8) (2017)
Luca Pappalardo, Salvatore Rinzivillo, Filippo Simini
Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model. ANT/SEIT (2016)
Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo
A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth. CompleNet (2016)
Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
An analytical framework to nowcast well-being using mobile phone data. Int. J. Data Sci. Anal. 2 (1-2) (2016)
Paolo Cintia, Michele Coscia, Luca Pappalardo
The Haka network: Evaluating rugby team performance with dynamic graph analysis. ASONAM (2016)
Luca Pappalardo, Filippo Simini
Modelling individual routines and spatio-temporal trajectories in human mobility. CoRR (2016)
Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
An analytical framework to nowcast well-being using mobile phone data. CoRR (2016)
Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Homophilic network decomposition: a community-centric analysis of online social services. Soc. Netw. Anal. Min. 6 (1) (2016)
Luca Pappalardo
The Origin of Heterogeneity in Human Mobility Ranges. EDBT/ICDT Workshops (2016)
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)
Luca Pappalardo, Dino Pedreschi, Zbigniew Smoreda, Fosca Giannotti
Using big data to study the link between human mobility and socio-economic development. IEEE BigData (2015)
Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Community-centric analysis of user engagement in Skype social network. ASONAM (2015)
Paolo Cintia, Salvatore Rinzivillo, Luca Pappalardo
Network-based Measures for Predicting the Outcomes of Football Games. MLSA@PKDD/ECML (2015)
Paolo Cintia, Luca Pappalardo, Dino Pedreschi
Mining efficient training patterns of non-professional cyclists. SEBD (2014)
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)
Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
The purpose of motion: Learning activities from Individual Mobility Networks. DSAA (2014)
Luca Pappalardo, Giulio Rossetti, Dino Pedreschi
Measuring tie strength in multidimensional networks. SEBD (2013)
Luca Pappalardo, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Validating general human mobility patterns on massive GPS data. SEBD (2013)
Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia
The Three Dimensions of Social Prominence. SocInfo (2013)
Paolo Cintia, Luca Pappalardo, Dino Pedreschi
"Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance. ICDM Workshops (2013)
Luca Pappalardo, Giulio Rossetti, Dino Pedreschi
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks. ASONAM (2012)