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2020 – today
- 2024
[j26]Francesco Spinnato
, Riccardo Guidotti, Anna Monreale, Mirco Nanni:
Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields. IEEE Access 12: 137893-137912 (2024)- [j25]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): 5780-5790 (2024) - [j24]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): 36:1-36:34 (2024) - [c73]Giuliano Cornacchia, Mirco Nanni, Francesco Grassi:
Barcelona Effect: Studying the Instability of Shortest Paths in Urban Settings. EDBT/ICDT Workshops 2024 - [i13]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 abs/2407.01630 (2024) - [i12]Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo:
Navigation services amplify concentration of traffic and emissions in our cities. CoRR abs/2407.20004 (2024) - 2023
- [c72]Omid Isfahani Alamdari, Mirco Nanni, Agnese Bonavita:
On the pursuit of Graph Embedding Strategies for Individual Mobility Networks. IEEE Big Data 2023: 4382-4391 - [c71]Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni:
Interpretable Data Partitioning Through Tree-Based Clustering Methods. DS 2023: 492-507 - [c70]Cristiano Landi, Riccardo Guidotti, Mirco Nanni, Anna Monreale:
The Trajectory Interval Forest Classifier for Trajectory Classification. SIGSPATIAL/GIS 2023: 67:1-67:4 - [c69]Nikolaos Koutroumanis, Christos Doulkeridis, Chiara Renso, Mirco Nanni, Raffaele Perego:
TrajParquet: A Trajectory-Oriented Column File Format for Mobility Data Lakes. SIGSPATIAL/GIS 2023: 73:1-73:4 - [c68]Giuliano Cornacchia, Mirco Nanni, Luca Pappalardo:
One-Shot Traffic Assignment with Forward-Looking Penalization. SIGSPATIAL/GIS 2023: 87:1-87:10 - [c67]Cristiano Landi, Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni:
Geolet: An Interpretable Model for Trajectory Classification. IDA 2023: 236-248 - [c66]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: 585-589 - [c65]Giuliano Cornacchia, Mirco Nanni, Dino Pedreschi, Luca Pappalardo:
Effects of Route Randomization on Urban Emissions. SUMO 2023: 75-87 - [i11]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 abs/2303.06067 (2023) - [i10]Giuliano Cornacchia, Mirco Nanni, Luca Pappalardo:
One-Shot Traffic Assignment with Forward-Looking Penalization. CoRR abs/2306.13704 (2023) - [i9]Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni:
A Bag of Receptive Fields for Time Series Extrinsic Predictions. CoRR abs/2311.18029 (2023) - 2022
- [j23]Agnese Bonavita, Riccardo Guidotti, Mirco Nanni:
Individual and collective stop-based adaptive trajectory segmentation. GeoInformatica 26(3): 451-477 (2022) - [j22]Mirco Nanni, Riccardo Guidotti, Agnese Bonavita, Omid Isfahani Alamdari:
City indicators for geographical transfer learning: an application to crash prediction. GeoInformatica 26(4): 581-612 (2022) - [c64]Francesco Spinnato, Riccardo Guidotti, Mirco Nanni, Daniele Maccagnola, Giulia Paciello, Antonio Bencini Farina:
Explaining Crash Predictions on Multivariate Time Series Data. DS 2022: 556-566 - [c63]Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo:
How routing strategies impact urban emissions. SIGSPATIAL/GIS 2022: 42:1-42:4 - [c62]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: 60:1-60:4 - [i8]Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo:
How Routing Strategies Impact Urban Emissions. CoRR abs/2207.01456 (2022) - 2021
- [j21]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, 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): 1-6 (2021) - [c61]Mirco Nanni, Agnese Bonavita, Riccardo Guidotti:
City Indicators for Mobility Data Mining. EDBT/ICDT Workshops 2021 - [e1]Juliana Bowles, Giovanna Broccia, Mirco Nanni:
From Data to Models and Back - 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12611, Springer 2021, ISBN 978-3-030-70649-4 [contents] - [i7]Matteo Böhm, Mirco Nanni, Luca Pappalardo:
Improving vehicles' emissions reduction policies by targeting gross polluters. CoRR abs/2107.03282 (2021) - 2020
- [j20]Leonardo Longhi, Mirco Nanni:
Car telematics big data analytics for insurance and innovative mobility services. J. Ambient Intell. Humaniz. Comput. 11(10): 3989-3999 (2020) - [j19]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, 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): 61-66 (2020) - [c60]Juliana Bowles, Giovanna Broccia, Mirco Nanni:
DataMod2020: 9th International Symposium "From Data to Models and Back". CIKM 2020: 3531-3532 - [c59]Omid Isfahani Alamdari, Mirco Nanni, Roberto Trasarti, Dino Pedreschi:
Towards In-Memory Sub-Trajectory Similarity Search. EDBT/ICDT Workshops 2020 - [c58]Agnese Bonavita, Riccardo Guidotti, Mirco Nanni:
Self-Adapting Trajectory Segmentation. EDBT/ICDT Workshops 2020 - [c57]Riccardo Guidotti, Mirco Nanni, Francesca Sbolgi:
Data-Driven Location Annotation for Fleet Mobility Modeling. EDBT/ICDT Workshops 2020 - [c56]Riccardo Guidotti, Mirco Nanni:
Crash Prediction and Risk Assessment with Individual Mobility Networks. MDM 2020: 89-98 - [c55]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: 369-385 - [c54]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: 57-64 - [i6]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, 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 abs/2004.05222 (2020) - [i5]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 abs/2004.11278 (2020) - [i4]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 abs/2004.11924 (2020)
2010 – 2019
- 2018
- [p8]Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale 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 - 2017
- [j18]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): 44-52 (2017) - [j17]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): 285-299 (2017) - [j16]Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti:
Never drive alone: Boosting carpooling with network analysis. Inf. Syst. 64: 237-257 (2017) - [c53]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: 303-312 - [c52]Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi:
Clustering Individual Transactional Data for Masses of Users. KDD 2017: 195-204 - [c51]Mirco Nanni, Roberto Trasarti, Fosca Giannotti:
Movement Behaviour Recognition for Water Activities. PAP@PKDD/ECML 2017: 64-75 - [c50]Mirco Nanni:
Advancements in Mobility Data Analysis. TRAP 2017: 11-16 - 2016
- [j15]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): 995-997 (2016) - [j14]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): 149-150 (2016) - [j13]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): 14:1-14:26 (2016) - [c49]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: 1097-1102 - [c48]Barbara Furletti, Daniele Fadda, Leonardo Piccini, Mirco Nanni, Patrizia Lattarulo:
Big Data and Public Administration: a case study for Tuscany Airports. SEBD 2016: 158-165 - [p7]Valerio Grossi, Tias Guns, Anna Monreale, Mirco Nanni, Siegfried Nijssen:
Partition-Based Clustering Using Constraint Optimization. Data Mining and Constraint Programming 2016: 282-299 - [p6]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. Data Mining and Constraint Programming 2016: 303-309 - [p5]Mirco Nanni, Lars Kotthoff, Riccardo Guidotti, Barry O'Sullivan, Dino Pedreschi:
ICON Loop Carpooling Show Case. Data Mining and Constraint Programming 2016: 310-324 - [i3]Paolo Cintia, Mirco Nanni:
An effective Time-Aware Map Matching process for low sampling GPS data. CoRR abs/1603.07376 (2016) - 2015
- [c47]Lars Kotthoff, Mirco Nanni, Riccardo Guidotti, Barry O'Sullivan:
Find Your Way Back: Mobility Profile Mining with Constraints. CP 2015: 638-653 - [c46]Riccardo Guidotti, Roberto Trasarti, Mirco Nanni:
TOSCA: two-steps clustering algorithm for personal locations detection. SIGSPATIAL/GIS 2015: 38:1-38:10 - [c45]Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti:
Towards user-centric data management: individual mobility analytics for collective services. MobiGIS 2015: 80-83 - [c44]Valerio Grossi, Anna Monreale, Mirco Nanni, Dino Pedreschi, Franco Turini:
Clustering Formulation Using Constraint Optimization. SEFM Workshops 2015: 93-107 - [i2]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 abs/1510.03317 (2015) - 2014
- [c43]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 - [c42]Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi:
Big data analytics for smart mobility: a case study. EDBT/ICDT Workshops 2014: 363-364 - [c41]Ricardo G. B. Nabo, Renato Fileto, Mirco Nanni, Chiara Renso:
Annotating Trajectories by Fusing them with Social Media Users Posts. GeoInfo 2014: 25-36 - [c40]Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo:
Use of Mobile Phone Data to Estimate Visitors Mobility Flows. SEFM Workshops 2014: 214-226 - 2013
- [c39]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: 15-25 - [c38]Rebecca Ong, Mirco Nanni, Chiara Renso, Monica Wachowicz, Dino Pedreschi:
Parameter Estimation and Pattern Validation in Flock Mining. NFMCP 2013: 3-17 - [p4]Mirco Nanni:
Mobility Data Mining. Mobility Data 2013: 105-126 - [p3]Davy Janssens, Mirco Nanni, Salvatore Rinzivillo:
Car Traffic Monitoring. Mobility Data 2013: 197-220 - 2012
- [j12]Davy Janssens, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Salvatore Rinzivillo:
Data Science for Simulating the Era of Electric Vehicles. Künstliche Intell. 26(3): 275-278 (2012) - [c37]Mirco Nanni, Roberto Trasarti, Giulio Rossetti, Dino Pedreschi:
Efficient distributed computation of human mobility aggregates through user mobility profiles. UrbComp@KDD 2012: 87-94 - [c36]Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti:
Individual Mobility Profiles: Methods and Application on Vehicle Sharing. SEBD 2012: 35-42 - [c35]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: 1221-1227 - 2011
- [j11]Monica Wachowicz, Rebecca Ong, Chiara Renso, Mirco Nanni:
Finding moving flock patterns among pedestrians through collective coherence. Int. J. Geogr. Inf. Sci. 25(11): 1849-1864 (2011) - [j10]Roberto Trasarti, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso:
A Query Language for Mobility Data Mining. Int. J. Data Warehous. Min. 7(1): 24-45 (2011) - [j9]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): 695-719 (2011) - [c34]Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti:
Mining mobility user profiles for car pooling. KDD 2011: 1190-1198 - [c33]Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti:
Traffic Jams Detection Using Flock Mining. ECML/PKDD (3) 2011: 650-653 - 2010
- [j8]Walter Quattrociocchi, Daniela Latorre, Elena Lodi, Mirco Nanni:
Dealing with Interaction for Complex Systems Modelling and Prediction. Int. J. Artif. Life Res. 1(1): 1-11 (2010) - [j7]Osman Abul, Francesco Bonchi, Mirco Nanni:
Anonymization of moving objects databases by clustering and perturbation. Inf. Syst. 35(8): 884-910 (2010) - [c32]Mirco Nanni, Roberto Trasarti, Chiara Renso, Fosca Giannotti, Dino Pedreschi:
Advanced knowledge discovery on movement data with the GeoPKDD system. EDBT 2010: 693-696 - [c31]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: 7-10 - [c30]Rebecca Ong, Monica Wachowicz, Mirco Nanni, Chiara Renso:
From Pattern Discovery to Pattern Interpretation in Movement Data. ICDM Workshops 2010: 527-534 - [c29]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: 624-627 - [c28]Mirco Nanni, Roberto Trasarti:
Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract). SEBD 2010: 126-133 - [p2]Slava Kisilevich, Florian Mansmann, Mirco Nanni, Salvatore Rinzivillo:
Spatio-temporal clustering. Data Mining and Knowledge Discovery Handbook 2010: 855-874
2000 – 2009
- 2009
- [c27]Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso, Roberto Trasarti:
Mining Mobility Behavior from Trajectory Data. CSE (4) 2009: 948-951 - [c26]Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli:
Trajectory pattern analysis for urban traffic. GIS-IWCTS 2009: 43-47 - [c25]Mirco Nanni, Roberto Trasarti:
K-BestMatch Reconstruction and Comparison of Trajectory Data. ICDM Workshops 2009: 610-615 - [c24]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: 3-10 - [c23]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: 1-6 - [c22]Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti:
Temporal mining for interactive workflow data analysis. KDD 2009: 109-118 - [c21]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: 432-435 - 2008
- [j6]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): 225-239 (2008) - [c20]Osman Abul, Francesco Bonchi, Mirco Nanni:
Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. ICDE 2008: 376-385 - [c19]Michele Berlingerio, Fosca Giannotti, Mirco Nanni, Fabio Pinelli:
Temporal analysis of process logs: a case study. SEBD 2008: 430-437 - [p1]Mirco Nanni, Bart Kuijpers, Christine Körner, Michael May, Dino Pedreschi:
Spatiotemporal Data Mining. Mobility, Data Mining and Privacy 2008: 267-296 - 2007
- [c18]Fosca Giannotti, Mirco Nanni, Fabio Pinelli, Dino Pedreschi:
Trajectory pattern mining. KDD 2007: 330-339 - 2006
- [j5]Mirco Nanni, Dino Pedreschi:
Time-focused clustering of trajectories of moving objects. J. Intell. Inf. Syst. 27(3): 267-289 (2006) - [c17]Mirco Nanni, Christophe Rigotti:
Extracting Trees of Quantitative Serial Episodes. KDID 2006: 170-188 - [c16]Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli:
Mining sequences with temporal annotations. SAC 2006: 593-597 - [c15]Fosca Giannotti, Mirco Nanni, Dino Pedreschi:
Efficient Mining of Temporally Annotated Sequences. SDM 2006: 348-359 - 2005
- [c14]Mirco Nanni:
Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics. PAKDD 2005: 378-387 - 2004
- [c13]V. Bacarella, Fosca Giannotti, Mirco Nanni, Dino Pedreschi:
Discovery of ads web hosts through traffic data analysis. DMKD 2004: 76-81 - [c12]Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini:
Deductive and Inductive Reasoning on Trajectories. SEBD 2004: 98-105 - [c11]Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini:
Deductive and Inductive Reasoning on Spatio-Temporal Data. INAP/WLP 2004: 98-115 - 2003
- [c10]Fosca Giannotti, Mirco Nanni, Dino Pedreschi, F. Samaritani:
WebCat: Automatic Categorization of Web Search Results. SEBD 2003: 507-518 - 2002
- [b1]Mirco Nanni:
Clustering methods for spatio-temporal data. University of Pisa, Italy, 2002 - [c9]Mirco Nanni, Dino Pedreschi:
Distances For Spatio-Temporal Clustering. AusDM 2002: 91-98 - [c8]Mirco Nanni:
Distances for Spatio-Temporal Clustering. SEBD 2002: 135-142 - 2001
- [j4]Francesco Bonchi, Fosca Giannotti, Cristian Gozzi, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Chiara Renso, Salvatore Ruggieri:
Web log data warehousing and mining for intelligent web caching. Data Knowl. Eng. 39(2): 165-189 (2001) - [j3]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi:
Nondeterministic, Nonmonotonic Logic Databases. IEEE Trans. Knowl. Data Eng. 13(5): 813-823 (2001) - [c7]Francesco Bonchi, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Mirco Nanni, Dino Pedreschi, Salvatore Ruggieri:
Data Mining for Intelligent Web Caching. ITCC 2001: 599-603 - 2000
- [j2]Marat Fayzullin, Mirco Nanni, Dino Pedreschi, V. S. Subrahmanian:
Foundations of distributed interaction systems. Ann. Math. Artif. Intell. 28(1-4): 127-168 (2000) - [j1]Jürgen Dix, Mirco Nanni, V. S. Subrahmanian:
Probabilistic agent programs. ACM Trans. Comput. Log. 1(2): 208-246 (2000) - [c6]Fosca Giannotti, Mirco Nanni, Dino Pedreschi:
Logic-Based Knowledge Discovery in Databases. EJC 2000: 279-283
1990 – 1999
- 1999
- [c5]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Franco Turini:
Integration of Deduction and Induction for Mining Supermarket Sales Data. SEBD 1999: 117-131 - [i1]Jürgen Dix, Mirco Nanni, V. S. Subrahmanian:
Probabilistic Agent Programs. CoRR cs.AI/9910016 (1999) - 1998
- [c4]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi:
On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases. CSL 1998: 58-72 - [c3]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi:
Query Answering in Nondeterministic, Nonmonotonic Logic Databases. FQAS 1998: 175-187 - 1997
- [c2]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi:
Datalog++: A Basis for Active Object-Oriented Databases. DOOD 1997: 283-301 - [c1]Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi:
Datalog++: a Basis for Active Object.Oriented Databases. SEBD 1997: 325-340
Coauthor Index
[j24] [i13] [i12] [c66] [c65] [c63] [i8] [j21] [j19] [c59] [c55] [i6] [i5] [p8] [j18] [j16] [c53] [c52] [j13] [p6] [p5] [c44] [i2] [c43] [c42] [c38] [j12] [c37] [c35] [j10] [j9] [c32] [c31] [c29] [c27] [c26] [c24] [c21] [j6] [p1] [c18] [j5] [c16] [c15] [c13] [c10] [c9] [j4] [j3] [c7] [j2] [c6] [c5] [c4] [c3] [c2] [c1]
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