Mirco Nanni

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 50

Top Venues

Publications

Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
Navigation services amplify concentration of traffic and emissions in our cities. CoRR (2024)
Mirco Nanni, Omid Isfahani Alamdari, Agnese Bonavita, Paolo Cintia
From Fossil Fuel to Electricity: Studying the Impact of EVs on the Daily Mobility Life of Users. IEEE Trans. Intell. Transp. Syst. 25 (6) (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)
Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni, Dino Pedreschi, Fosca Giannotti
Understanding Any Time Series Classifier with a Subsequence-based Explainer. ACM Trans. Knowl. Discov. Data 18 (2) (2024)
Giuliano Cornacchia, Mirco Nanni, Francesco Grassi
Barcelona Effect: Studying the Instability of Shortest Paths in Urban Settings. EDBT/ICDT Workshops (2024)
Cristiano Landi, Riccardo Guidotti, Mirco Nanni, Anna Monreale
The Trajectory Interval Forest Classifier for Trajectory Classification. SIGSPATIAL/GIS (2023)
Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni
A Bag of Receptive Fields for Time Series Extrinsic Predictions. CoRR (2023)
Nikolaos Koutroumanis, Christos Doulkeridis, Chiara Renso, Mirco Nanni, Raffaele Perego
TrajParquet: A Trajectory-Oriented Column File Format for Mobility Data Lakes. SIGSPATIAL/GIS (2023)
Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso, Francesco Spinnato, Mirco Nanni, Giuseppe Manco, João Gama
Modeling Events and Interactions through Temporal Processes - A Survey. CoRR (2023)
Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni
Interpretable Data Partitioning Through Tree-Based Clustering Methods. DS (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)
Giuliano Cornacchia, Mirco Nanni, Luca Pappalardo
One-Shot Traffic Assignment with Forward-Looking Penalization. CoRR (2023)
Omid Isfahani Alamdari, Mirco Nanni, Agnese Bonavita
On the pursuit of Graph Embedding Strategies for Individual Mobility Networks. BigData (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)
Cristiano Landi, Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni
Geolet: An Interpretable Model for Trajectory Classification. IDA (2023)
Mirco Nanni, Riccardo Guidotti, Agnese Bonavita, Omid Isfahani Alamdari
City indicators for geographical transfer learning: an application to crash prediction. GeoInformatica 26 (4) (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)
Francesco Spinnato, Riccardo Guidotti, Mirco Nanni, Daniele Maccagnola, Giulia Paciello, Antonio Bencini Farina
Explaining Crash Predictions on Multivariate Time Series Data. DS (2022)
Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
How Routing Strategies Impact Urban Emissions. CoRR (2022)
Agnese Bonavita, Riccardo Guidotti, Mirco Nanni
Individual and collective stop-based adaptive trajectory segmentation. GeoInformatica 26 (3) (2022)
Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
How routing strategies impact urban emissions. SIGSPATIAL/GIS (2022)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23 (S1) (2021)
Matteo Böhm, Mirco Nanni, Luca Pappalardo
Improving vehicles' emissions reduction policies by targeting gross polluters. CoRR (2021)
Mirco Nanni, Agnese Bonavita, Riccardo Guidotti
City Indicators for Mobility Data Mining. EDBT/ICDT Workshops (2021)
Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport
Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning. ECML/PKDD (5) (2020)
Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Lio'
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks. CoRR (2020)
Riccardo Guidotti, Mirco Nanni, Francesca Sbolgi
Data-Driven Location Annotation for Fleet Mobility Modeling. EDBT/ICDT Workshops (2020)
Leonardo Longhi, Mirco Nanni
Car telematics big data analytics for insurance and innovative mobility services. J. Ambient Intell. Humaniz. Comput. 11 (10) (2020)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. CoRR (2020)
Juliana Bowles, Giovanna Broccia, Mirco Nanni
DataMod2020: 9th International Symposium "From Data to Models and Back". CIKM (2020)
Riccardo Guidotti, Mirco Nanni
Crash Prediction and Risk Assessment with Individual Mobility Networks. MDM (2020)
Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Liò
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks**To appear in the Proceedings of 2020 IEEE International Conference on Smart Computing (SMARTCOMP 2020). SMARTCOMP (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)
Omid Isfahani Alamdari, Mirco Nanni, Roberto Trasarti, Dino Pedreschi
Towards In-Memory Sub-Trajectory Similarity Search. EDBT/ICDT Workshops (2020)
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13 (1) (2020)
Agnese Bonavita, Riccardo Guidotti, Mirco Nanni
Self-Adapting Trajectory Segmentation. EDBT/ICDT Workshops (2020)
Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Never drive alone: Boosting carpooling with network analysis. Inf. Syst. 64 (2017)
Mirco Nanni
Advancements in Mobility Data Analysis. TRAP (2017)
Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis
The Inductive Constraint Programming Loop. IEEE Intell. Syst. 32 (5) (2017)
Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
Clustering Individual Transactional Data for Masses of Users. KDD (2017)
Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
Scalable and flexible clustering solutions for mobile phone-based population indicators. Int. J. Data Sci. Anal. 4 (4) (2017)
Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas. DSAA (2017)
Mirco Nanni, Roberto Trasarti, Fosca Giannotti
Movement Behaviour Recognition for Water Activities. PAP@PKDD/ECML (2017)
Paolo Cintia, Mirco Nanni
An effective Time-Aware Map Matching process for low sampling GPS data. CoRR (2016)
Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
Improving population estimation from mobile calls: A clustering approach. ISCC (2016)
Thomas Gärtner, Mirco Nanni, Andrea Passerini, Céline Robardet
Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning. Data Min. Knowl. Discov. 30 (5) (2016)
Barbara Furletti, Daniele Fadda, Leonardo Piccini, Mirco Nanni, Patrizia Lattarulo
Big Data and Public Administration: a case study for Tuscany Airports. SEBD (2016)
Thomas Gärtner, Mirco Nanni, Andrea Passerini, Céline Robardet
Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning. Mach. Learn. 104 (2-3) (2016)
Mirco Nanni, Roberto Trasarti, Anna Monreale, Valerio Grossi, Dino Pedreschi
Driving Profiles Computation and Monitoring for Car Insurance CRM. ACM Trans. Intell. Syst. Technol. 8 (1) (2016)
Lars Kotthoff, Mirco Nanni, Riccardo Guidotti, Barry O'Sullivan
Find Your Way Back: Mobility Profile Mining with Constraints. CP (2015)
Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis
The Inductive Constraint Programming Loop. CoRR (2015)
Riccardo Guidotti, Roberto Trasarti, Mirco Nanni
TOSCA: two-steps clustering algorithm for personal locations detection. SIGSPATIAL/GIS (2015)
Valerio Grossi, Anna Monreale, Mirco Nanni, Dino Pedreschi, Franco Turini
Clustering Formulation Using Constraint Optimization. SEFM Workshops (2015)
Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti
Towards user-centric data management: individual mobility analytics for collective services. MobiGIS (2015)
Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo
Use of Mobile Phone Data to Estimate Visitors Mobility Flows. SEFM Workshops (2014)
Ricardo G. B. Nabo, Renato Fileto, Mirco Nanni, Chiara Renso
Annotating Trajectories by Fusing them with Social Media Users Posts. GeoInfo (2014)
Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi
Big data analytics for smart mobility: a case study. EDBT/ICDT Workshops (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)
Rebecca Ong, Mirco Nanni, Chiara Renso, Monica Wachowicz, Dino Pedreschi
Parameter Estimation and Pattern Validation in Flock Mining. NFMCP (2013)
Mirco Nanni, Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Peter Van Der Mede, Joost De Bruijn, Erik de Romph, Gerard Bruil
Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast. CitiSens (2013)
Mirco Nanni, Roberto Trasarti, Giulio Rossetti, Dino Pedreschi
Efficient distributed computation of human mobility aggregates through user mobility profiles. UrbComp@KDD (2012)
Tom Bellemans, Sebastian Bothe, Sungjin Cho, Fosca Giannotti, Davy Janssens, Luk Knapen, Christine Körner, Michael May, Mirco Nanni, Dino Pedreschi, Hendrik Stange, Roberto Trasarti, Ansar-Ul-Haque Yasar, Geert Wets
An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants. ANT/MobiWIS (2012)
Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
Individual Mobility Profiles: Methods and Application on Vehicle Sharing. SEBD (2012)
Davy Janssens, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Salvatore Rinzivillo
Data Science for Simulating the Era of Electric Vehicles. Künstliche Intell. 26 (3) (2012)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
Unveiling the complexity of human mobility by querying and mining massive trajectory data. VLDB J. 20 (5) (2011)
Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
Mining mobility user profiles for car pooling. KDD (2011)
Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti
Traffic Jams Detection Using Flock Mining. ECML/PKDD (3) (2011)
Roberto Trasarti, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso
A Query Language for Mobility Data Mining. Int. J. Data Warehous. Min. 7 (1) (2011)
Monica Wachowicz, Rebecca Ong, Chiara Renso, Mirco Nanni
Finding moving flock patterns among pedestrians through collective coherence. Int. J. Geogr. Inf. Sci. 25 (11) (2011)
Osman Abul, Francesco Bonchi, Mirco Nanni
Anonymization of moving objects databases by clustering and perturbation. Inf. Syst. 35 (8) (2010)
Mirco Nanni, Roberto Trasarti
Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract). SEBD (2010)
Mirco Nanni, Roberto Trasarti, Chiara Renso, Fosca Giannotti, Dino Pedreschi
Advanced knowledge discovery on movement data with the GeoPKDD system. EDBT (2010)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
Mobility data mining: discovering movement patterns from trajectory data. Computational Transportation Science (2010)
Rebecca Ong, Monica Wachowicz, Mirco Nanni, Chiara Renso
From Pattern Discovery to Pattern Interpretation in Movement Data. ICDM Workshops (2010)
Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti
Exploring Real Mobility Data with M-Atlas. ECML/PKDD (3) (2010)
Walter Quattrociocchi, Daniela Latorre, Elena Lodi, Mirco Nanni
Dealing with Interaction for Complex Systems Modelling and Prediction. Int. J. Artif. Life Res. 1 (1) (2010)
Fabio Pinelli, Anyang Hou, Francesco Calabrese, Mirco Nanni, Chris Zegras, Carlo Ratti
Space and time-dependant bus accessibility: A case study in Rome. ITSC (2009)
Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi
A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. SSTD (2009)
Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
Temporal mining for interactive workflow data analysis. KDD (2009)
Mirco Nanni, Roberto Trasarti
K-BestMatch Reconstruction and Comparison of Trajectory Data. ICDM Workshops (2009)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso, Roberto Trasarti
Mining Mobility Behavior from Trajectory Data. CSE (4) (2009)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli
Trajectory pattern analysis for urban traffic. GIS-IWCTS (2009)
Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi, Fosca Giannotti
Interactive visual clustering of large collections of trajectories. IEEE VAST (2009)
Michele Berlingerio, Fosca Giannotti, Mirco Nanni, Fabio Pinelli
Temporal analysis of process logs: a case study. SEBD (2008)
Osman Abul, Francesco Bonchi, Mirco Nanni
Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. ICDE (2008)
Salvatore Rinzivillo, Dino Pedreschi, Mirco Nanni, Fosca Giannotti, Natalia V. Andrienko, Gennady L. Andrienko
Visually driven analysis of movement data by progressive clustering. Inf. Vis. 7 (3-4) (2008)
Fosca Giannotti, Mirco Nanni, Fabio Pinelli, Dino Pedreschi
Trajectory pattern mining. KDD (2007)
Mirco Nanni, Christophe Rigotti
Extracting Trees of Quantitative Serial Episodes. KDID (2006)
Mirco Nanni, Dino Pedreschi
Time-focused clustering of trajectories of moving objects. J. Intell. Inf. Syst. 27 (3) (2006)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli
Mining sequences with temporal annotations. SAC (2006)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi
Efficient Mining of Temporally Annotated Sequences. SDM (2006)
Mirco Nanni
Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics. PAKDD (2005)
V. Bacarella, Fosca Giannotti, Mirco Nanni, Dino Pedreschi
Discovery of ads web hosts through traffic data analysis. DMKD (2004)
Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini
Deductive and Inductive Reasoning on Trajectories. SEBD (2004)
Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini
Deductive and Inductive Reasoning on Spatio-Temporal Data. INAP/WLP (2004)
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, F. Samaritani
WebCat: Automatic Categorization of Web Search Results. SEBD (2003)
Mirco Nanni
Distances for Spatio-Temporal Clustering. SEBD (2002)
Mirco Nanni, Dino Pedreschi
Distances For Spatio-Temporal Clustering. AusDM (2002)
Francesco Bonchi, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Mirco Nanni, Dino Pedreschi, Salvatore Ruggieri
Data Mining for Intelligent Web Caching. ITCC (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mirco Nanni