Datalog++: A Basis for Active Object-Oriented Databases. - Fosca Giannotti; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi (DOOD, 1997)

Datalog++: a Basis for Active Object.Oriented Databases. - Fosca Giannotti; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi (SEBD, 1997)

On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases. - Fosca Giannotti; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi (CSL, 1998)

Query Answering in Nondeterministic, Nonmonotonic Logic Databases. - Fosca Giannotti; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi (FQAS, 1998)

Integration of Deduction and Induction for Mining Supermarket Sales Data. - Fosca Giannotti; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi; Franco Turini (SEBD, 1999)

Logic-Based Knowledge Discovery in Databases. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi (EJC, 2000)

Foundations of distributed interaction systems. - Marat Fayzullin; Mirco Nanni; Dino Pedreschi; V. S. Subrahmanian (Ann. Math. Artif. Intell., 2000)

Probabilistic agent programs. - Jürgen Dix; Mirco Nanni; V. S. Subrahmanian (ACM Trans. Comput. Log., 2000)

Data Mining for Intelligent Web Caching. - Francesco Bonchi; Fosca Giannotti; Giuseppe Manco 001; Chiara Renso; Mirco Nanni; Dino Pedreschi; Salvatore Ruggieri (ITCC, 2001)

Web log data warehousing and mining for intelligent web caching. - Francesco Bonchi; Fosca Giannotti; Cristian Gozzi; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi; Chiara Renso; Salvatore Ruggieri (Data Knowl. Eng., 2001)

Nondeterministic, Nonmonotonic Logic Databases. - Fosca Giannotti; Giuseppe Manco 001; Mirco Nanni; Dino Pedreschi (IEEE Trans. Knowl. Data Eng., 2001)

Distances For Spatio-Temporal Clustering. - Mirco Nanni; Dino Pedreschi (AusDM, 2002)

Distances for Spatio-Temporal Clustering. - Mirco Nanni (SEBD, 2002)

Clustering methods for spatio-temporal data. - Mirco Nanni (2002)

WebCat: Automatic Categorization of Web Search Results. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi; F. Samaritani (SEBD, 2003)

Discovery of ads web hosts through traffic data analysis. - V. Bacarella; Fosca Giannotti; Mirco Nanni; Dino Pedreschi (DMKD, 2004)

Deductive and Inductive Reasoning on Trajectories. - Mirco Nanni; Alessandra Raffaetà; Chiara Renso; Franco Turini (SEBD, 2004)

Deductive and Inductive Reasoning on Spatio-Temporal Data. - Mirco Nanni; Alessandra Raffaetà; Chiara Renso; Franco Turini (INAP/WLP, 2004)

Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics. - Mirco Nanni (PAKDD, 2005)

Extracting Trees of Quantitative Serial Episodes. - Mirco Nanni; Christophe Rigotti (KDID, 2006)

Mining sequences with temporal annotations. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Fabio Pinelli (SAC, 2006)

Efficient Mining of Temporally Annotated Sequences. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi (SDM, 2006)

Time-focused clustering of trajectories of moving objects. - Mirco Nanni; Dino Pedreschi (J. Intell. Inf. Syst., 2006)

Trajectory pattern mining. - Fosca Giannotti; Mirco Nanni; Fabio Pinelli; Dino Pedreschi (KDD, 2007)

Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. - Osman Abul; Francesco Bonchi; Mirco Nanni (ICDE, 2008)

Temporal analysis of process logs: a case study. - Michele Berlingerio; Fosca Giannotti; Mirco Nanni; Fabio Pinelli (SEBD, 2008)

Visually driven analysis of movement data by progressive clustering. - Salvatore Rinzivillo; Dino Pedreschi; Mirco Nanni; Fosca Giannotti; Natalia V. Andrienko; Gennady L. Andrienko (Inf. Vis., 2008)

Spatiotemporal Data Mining. - Mirco Nanni; Bart Kuijpers; Christine Körner; Michael May 001; Dino Pedreschi (Mobility, Data Mining and Privacy, 2008)

Mining Mobility Behavior from Trajectory Data. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Chiara Renso; Roberto Trasarti (CSE (4), 2009)

Trajectory pattern analysis for urban traffic. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Fabio Pinelli (GIS-IWCTS, 2009)

K-BestMatch Reconstruction and Comparison of Trajectory Data. - Mirco Nanni; Roberto Trasarti (ICDM Workshops, 2009)

Interactive visual clustering of large collections of trajectories. - Gennady L. Andrienko; Natalia V. Andrienko; Salvatore Rinzivillo; Mirco Nanni; Dino Pedreschi; Fosca Giannotti (IEEE VAST, 2009)

Space and time-dependant bus accessibility: A case study in Rome. - Fabio Pinelli; Anyang Hou; Francesco Calabrese; Mirco Nanni; Chris Zegras; Carlo Ratti (ITSC, 2009)

Temporal mining for interactive workflow data analysis. - Michele Berlingerio; Fabio Pinelli; Mirco Nanni; Fosca Giannotti (KDD, 2009)

A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. - Gennady L. Andrienko; Natalia V. Andrienko; Salvatore Rinzivillo; Mirco Nanni; Dino Pedreschi (SSTD, 2009)

Advanced knowledge discovery on movement data with the GeoPKDD system. - Mirco Nanni; Roberto Trasarti; Chiara Renso; Fosca Giannotti; Dino Pedreschi (EDBT, 2010)

Mobility data mining: discovering movement patterns from trajectory data. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Fabio Pinelli; Chiara Renso; Salvatore Rinzivillo; Roberto Trasarti (Computational Transportation Science, 2010)

From Pattern Discovery to Pattern Interpretation in Movement Data. - Rebecca Ong; Monica Wachowicz; Mirco Nanni; Chiara Renso (ICDM Workshops, 2010)

Exploring Real Mobility Data with M-Atlas. - Roberto Trasarti; Salvatore Rinzivillo; Fabio Pinelli; Mirco Nanni; Anna Monreale; Chiara Renso; Dino Pedreschi; Fosca Giannotti (ECML/PKDD (3), 2010)

Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract). - Mirco Nanni; Roberto Trasarti (SEBD, 2010)

Dealing with Interaction for Complex Systems Modelling and Prediction. - Walter Quattrociocchi; Daniela Latorre; Elena Lodi; Mirco Nanni (Int. J. Artif. Life Res., 2010)

Anonymization of moving objects databases by clustering and perturbation. - Osman Abul; Francesco Bonchi; Mirco Nanni (Inf. Syst., 2010)

Spatio-temporal clustering. - Slava Kisilevich; Florian Mansmann; Mirco Nanni; Salvatore Rinzivillo (Data Mining and Knowledge Discovery Handbook, 2010)

Mining mobility user profiles for car pooling. - Roberto Trasarti; Fabio Pinelli; Mirco Nanni; Fosca Giannotti (KDD, 2011)

Traffic Jams Detection Using Flock Mining. - Rebecca Ong; Fabio Pinelli; Roberto Trasarti; Mirco Nanni; Chiara Renso; Salvatore Rinzivillo; Fosca Giannotti (ECML/PKDD (3), 2011)

Finding moving flock patterns among pedestrians through collective coherence. - Monica Wachowicz; Rebecca Ong; Chiara Renso; Mirco Nanni (Int. J. Geogr. Inf. Sci., 2011)

A Query Language for Mobility Data Mining. - Roberto Trasarti; Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Chiara Renso (Int. J. Data Warehous. Min., 2011)

Unveiling the complexity of human mobility by querying and mining massive trajectory data. - Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Fabio Pinelli; Chiara Renso; Salvatore Rinzivillo; Roberto Trasarti (VLDB J., 2011)

Efficient distributed computation of human mobility aggregates through user mobility profiles. - Mirco Nanni; Roberto Trasarti; Giulio Rossetti; Dino Pedreschi (UrbComp@KDD, 2012)

Individual Mobility Profiles: Methods and Application on Vehicle Sharing. - Roberto Trasarti; Fabio Pinelli; Mirco Nanni; Fosca Giannotti (SEBD, 2012)

Data Science for Simulating the Era of Electric Vehicles. - Davy Janssens; Fosca Giannotti; Mirco Nanni; Dino Pedreschi; Salvatore Rinzivillo (Künstliche Intell., 2012)

An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants. - Tom Bellemans; Sebastian Bothe; Sungjin Cho; Fosca Giannotti; Davy Janssens; Luk Knapen; Christine Körner; Michael May 001; Mirco Nanni; Dino Pedreschi; Hendrik Stange; Roberto Trasarti; et al. (ANT/MobiWIS, 2012)

Car Traffic Monitoring. - Davy Janssens; Mirco Nanni; Salvatore Rinzivillo (Mobility Data, 2013)

Mobility Data Mining. - Mirco Nanni (Mobility Data, 2013)

Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast. - Mirco Nanni; Roberto Trasarti; Barbara Furletti; Lorenzo Gabrielli; Peter Van Der Mede; Joost De Bruijn; Erik de Romph; Gerard Bruil (CitiSens, 2013)

Parameter Estimation and Pattern Validation in Flock Mining. - Rebecca Ong; Mirco Nanni; Chiara Renso; Monica Wachowicz; Dino Pedreschi (NFMCP, 2013)

The purpose of motion: Learning activities from Individual Mobility Networks. - Salvatore Rinzivillo; Lorenzo Gabrielli; Mirco Nanni; Luca Pappalardo; Dino Pedreschi; Fosca Giannotti (DSAA, 2014)

Big data analytics for smart mobility: a case study. - Roberto Trasarti; Barbara Furletti; Lorenzo Gabrielli; Mirco Nanni; Dino Pedreschi (EDBT/ICDT Workshops, 2014)

Annotating Trajectories by Fusing them with Social Media Users Posts. - Ricardo G. B. Nabo; Renato Fileto; Mirco Nanni; Chiara Renso (GeoInfo, 2014)

Use of Mobile Phone Data to Estimate Visitors Mobility Flows. - Lorenzo Gabrielli; Barbara Furletti; Fosca Giannotti; Mirco Nanni; Salvatore Rinzivillo (SEFM Workshops, 2014)

Find Your Way Back: Mobility Profile Mining with Constraints. - Lars Kotthoff; Mirco Nanni; Riccardo Guidotti; Barry O'Sullivan (CP, 2015)

TOSCA: two-steps clustering algorithm for personal locations detection. - Riccardo Guidotti; Roberto Trasarti; Mirco Nanni (SIGSPATIAL/GIS, 2015)

Towards user-centric data management: individual mobility analytics for collective services. - Riccardo Guidotti; Roberto Trasarti; Mirco Nanni; Fosca Giannotti (MobiGIS, 2015)

Clustering Formulation Using Constraint Optimization. - Valerio Grossi; Anna Monreale; Mirco Nanni; Dino Pedreschi; Franco Turini (SEFM Workshops, 2015)

Improving population estimation from mobile calls: A clustering approach. - Alessandro Lulli; Lorenzo Gabrielli; Patrizio Dazzi; Matteo Dell'Amico; Pietro Michiardi; Mirco Nanni; Laura Ricci (ISCC, 2016)

Big Data and Public Administration: a case study for Tuscany Airports. - Barbara Furletti; Daniele Fadda; Leonardo Piccini; Mirco Nanni; Patrizia Lattarulo (SEBD, 2016)

An effective Time-Aware Map Matching process for low sampling GPS data. - Paolo Cintia; Mirco Nanni (CoRR, 2016)

Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning. - Thomas Gärtner 001; Mirco Nanni; Andrea Passerini; Céline Robardet (Mach. Learn., 2016)

Driving Profiles Computation and Monitoring for Car Insurance CRM. - Mirco Nanni; Roberto Trasarti; Anna Monreale; Valerio Grossi; Dino Pedreschi (ACM Trans. Intell. Syst. Technol., 2016)

The Inductive Constraint Programming Loop. - Christian Bessiere; Luc De Raedt; Tias Guns; Lars Kotthoff; Mirco Nanni; Siegfried Nijssen; Barry O'Sullivan; Anastasia Paparrizou; Dino Pedreschi; Helmut Simonis (Data Mining and Constraint Programming, 2016)

Partition-Based Clustering Using Constraint Optimization. - Valerio Grossi; Tias Guns; Anna Monreale; Mirco Nanni; Siegfried Nijssen (Data Mining and Constraint Programming, 2016)

ICON Loop Carpooling Show Case. - Mirco Nanni; Lars Kotthoff; Riccardo Guidotti; Barry O'Sullivan; Dino Pedreschi (Data Mining and Constraint Programming, 2016)

There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas. - Riccardo Guidotti; Roberto Trasarti; Mirco Nanni; Fosca Giannotti; Dino Pedreschi (DSAA, 2017)

Clustering Individual Transactional Data for Masses of Users. - Riccardo Guidotti; Anna Monreale; Mirco Nanni; Fosca Giannotti; Dino Pedreschi (KDD, 2017)

Movement Behaviour Recognition for Water Activities. - Mirco Nanni; Roberto Trasarti; Fosca Giannotti (PAP@PKDD/ECML, 2017)

Advancements in Mobility Data Analysis. - Mirco Nanni (TRAP, 2017)

The Inductive Constraint Programming Loop. - Christian Bessiere; Luc De Raedt; Tias Guns; Lars Kotthoff; Mirco Nanni; Siegfried Nijssen; Barry O'Sullivan; Anastasia Paparrizou; Dino Pedreschi; Helmut Simonis (IEEE Intell. Syst., 2017)

Scalable and flexible clustering solutions for mobile phone-based population indicators. - Alessandro Lulli; Lorenzo Gabrielli; Patrizio Dazzi; Matteo Dell'Amico; Pietro Michiardi; Mirco Nanni; Laura Ricci (Int. J. Data Sci. Anal., 2017)

Never drive alone: Boosting carpooling with network analysis. - Riccardo Guidotti; Mirco Nanni; Salvatore Rinzivillo; Dino Pedreschi; Fosca Giannotti (Inf. Syst., 2017)

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. - Giuseppe Amato 001; Leonardo Candela; Donatella Castelli; Andrea Esuli; Fabrizio Falchi; Claudio Gennaro; Fosca Giannotti; Anna Monreale; Mirco Nanni; Pasquale Pagano; Luca Pappalardo; Dino Pedreschi; et al. (A Comprehensive Guide Through the Italian Database Research, 2018)

DataMod2020: 9th International Symposium "From Data to Models and Back". - Juliana Bowles; Giovanna Broccia; Mirco Nanni (CIKM, 2020)

Towards In-Memory Sub-Trajectory Similarity Search. - Omid Isfahani Alamdari; Mirco Nanni; Roberto Trasarti; Dino Pedreschi (EDBT/ICDT Workshops, 2020)

Self-Adapting Trajectory Segmentation. - Agnese Bonavita; Riccardo Guidotti; Mirco Nanni (EDBT/ICDT Workshops, 2020)

Data-Driven Location Annotation for Fleet Mobility Modeling. - Riccardo Guidotti; Mirco Nanni; Francesca Sbolgi (EDBT/ICDT Workshops, 2020)

Crash Prediction and Risk Assessment with Individual Mobility Networks. - Riccardo Guidotti; Mirco Nanni (MDM, 2020)

Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning. - Riccardo Guidotti; Mirco Nanni; Fosca Giannotti; Dino Pedreschi; Simone Bertoli; Biagio Speciale; Hillel Rapoport (ECML/PKDD (5), 2020)

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). - Gevorg Yeghikyan; Felix L. Opolka; Mirco Nanni; Bruno Lepri; Pietro Liò (SMARTCOMP, 2020)

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. - Mirco Nanni; Gennady L. Andrienko; Albert-László Barabási; Chiara Boldrini; Francesco Bonchi; Ciro Cattuto; Francesca Chiaromonte; Giovanni Comandè; Marco Conti; Mark Coté; Frank Dignum; Virginia Dignum; et al. (CoRR, 2020)

Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. - 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; et al. (CoRR, 2020)

Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks. - Gevorg Yeghikyan; Felix L. Opolka; Mirco Nanni; Bruno Lepri; Pietro Lio' (CoRR, 2020)

Car telematics big data analytics for insurance and innovative mobility services. - Leonardo Longhi; Mirco Nanni (J. Ambient Intell. Humaniz. Comput., 2020)

City Indicators for Mobility Data Mining. - Mirco Nanni; Agnese Bonavita; Riccardo Guidotti (EDBT/ICDT Workshops, 2021)

Improving vehicles' emissions reduction policies by targeting gross polluters. - Matteo Böhm; Mirco Nanni; Luca Pappalardo (CoRR, 2021)

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. - Mirco Nanni; Gennady L. Andrienko; Albert-László Barabási; Chiara Boldrini; Francesco Bonchi; Ciro Cattuto; Francesca Chiaromonte; Giovanni Comandè; Marco Conti; Mark Coté; Frank Dignum; Virginia Dignum; et al. (Ethics Inf. Technol., 2021)

Explaining Crash Predictions on Multivariate Time Series Data. - Francesco Spinnato; Riccardo Guidotti; Mirco Nanni; Daniele Maccagnola; Giulia Paciello; Antonio Bencini Farina (DS, 2022)

How routing strategies impact urban emissions. - Giuliano Cornacchia; Matteo Böhm; Giovanni Mauro; Mirco Nanni; Dino Pedreschi; Luca Pappalardo (SIGSPATIAL/GIS, 2022)

Connected vehicle simulation framework for parking occupancy prediction (demo paper). - Pierpaolo Resce; Lukas Vorwerk; Zhiwei Han; Giuliano Cornacchia; Omid Isfahani Alamdari; Mirco Nanni; Luca Pappalardo; Daniel Weimer; Yuanting Liu (SIGSPATIAL/GIS, 2022)

Individual and collective stop-based adaptive trajectory segmentation. - Agnese Bonavita; Riccardo Guidotti; Mirco Nanni (GeoInformatica, 2022)

City indicators for geographical transfer learning: an application to crash prediction. - Mirco Nanni; Riccardo Guidotti; Agnese Bonavita; Omid Isfahani Alamdari (GeoInformatica, 2022)

On the pursuit of Graph Embedding Strategies for Individual Mobility Networks. - Omid Isfahani Alamdari; Mirco Nanni; Agnese Bonavita (IEEE Big Data, 2023)

Interpretable Data Partitioning Through Tree-Based Clustering Methods. - Riccardo Guidotti; Cristiano Landi; Andrea Beretta; Daniele Fadda; Mirco Nanni (DS, 2023)

One-Shot Traffic Assignment with Forward-Looking Penalization. - Giuliano Cornacchia; Mirco Nanni; Luca Pappalardo (SIGSPATIAL/GIS, 2023)

TrajParquet: A Trajectory-Oriented Column File Format for Mobility Data Lakes. - Nikolaos Koutroumanis; Christos Doulkeridis; Chiara Renso; Mirco Nanni; Raffaele Perego 001 (SIGSPATIAL/GIS, 2023)

The Trajectory Interval Forest Classifier for Trajectory Classification. - Cristiano Landi; Riccardo Guidotti; Mirco Nanni; Anna Monreale (SIGSPATIAL/GIS, 2023)

Geolet: An Interpretable Model for Trajectory Classification. - Cristiano Landi; Francesco Spinnato; Riccardo Guidotti; Anna Monreale; Mirco Nanni (IDA, 2023)

Human mobility, AI assistants, and urban emissions: an insidious triangle. - Luca Pappalardo; Matteo Böhm; Giuliano Cornacchia; Giovanni Mauro; Dino Pedreschi; Mirco Nanni (Ital-IA, 2023)

Effects of Route Randomization on Urban Emissions. - Giuliano Cornacchia; Mirco Nanni; Dino Pedreschi; Luca Pappalardo (SUMO, 2023)

A Bag of Receptive Fields for Time Series Extrinsic Predictions. - Francesco Spinnato; Riccardo Guidotti; Anna Monreale; Mirco Nanni (CoRR, 2023)

Explaining Urban Vehicle Emissions in Rome. - Matteo Böhm; Patricio Reyes; Mirco Nanni; Luca Pappalardo (DS (2), 2024)

Barcelona Effect: Studying the Instability of Shortest Paths in Urban Settings. - Giuliano Cornacchia; Mirco Nanni; Francesco Grassi (EDBT/ICDT Workshops, 2024)

From GPS Traces to Individual Emission Exposure: A Data-Driven Four-Step Process. - Gurban Aliyev; Mirco Nanni (INTSYS, 2024)

Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields. - Francesco Spinnato; Riccardo Guidotti; Anna Monreale; Mirco Nanni (IEEE Access, 2024)

A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions. - Luca Pappalardo; Emanuele Ferragina; Salvatore Citraro; Giuliano Cornacchia; Mirco Nanni; Giulio Rossetti; Gizem Gezici; Fosca Giannotti; Margherita Lalli; Daniele Gambetta; Giovanni Mauro; Virginia Morini; et al. (CoRR, 2024)

Navigation services amplify concentration of traffic and emissions in our cities. - Giuliano Cornacchia; Mirco Nanni; Dino Pedreschi; Luca Pappalardo (CoRR, 2024)

Understanding Any Time Series Classifier with a Subsequence-based Explainer. - Francesco Spinnato; Riccardo Guidotti; Anna Monreale; Mirco Nanni; Dino Pedreschi; Fosca Giannotti (ACM Trans. Knowl. Discov. Data, 2024)

From Fossil Fuel to Electricity: Studying the Impact of EVs on the Daily Mobility Life of Users. - Mirco Nanni; Omid Isfahani Alamdari; Agnese Bonavita; Paolo Cintia (IEEE Trans. Intell. Transp. Syst., 2024)

Exploiting Vehicular Data for Exposure-Aware Pedestrian Routing. - Gurban Aliyev; Mirco Nanni (MDM, 2025)

Modeling events and interactions through temporal processes: A survey. - Angelica Liguori; Luciano Caroprese; Marco Minici; Bruno Veloso; Francesco Spinnato; Mirco Nanni; Giuseppe Manco 001; João Gama 001 (Neurocomputing, 2025)

The Path is the Goal: a Study on the Nature and Effects of Shortest-Path Stability Under Perturbation of Destination. - Giuliano Cornacchia; Mirco Nanni (CoRR, 2025)