Salvatore Rinzivillo

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 50

Top Topics

Interactive Visualization

Visual Analytics

Diffusion Processes

Top Venues

Publications

Natalia V. Andrienko, Gennady L. Andrienko, Alexander Artikis, Periklis Mantenoglou, Salvatore Rinzivillo
Human-in-the-Loop: Visual Analytics for Building Models Recognizing Behavioral Patterns in Time Series. IEEE Computer Graphics and Applications 44 (3) (2024)
Eleonora Cappuccio, Isacco Beretta, Marta Marchiori Manerba, Salvatore Rinzivillo
An Interactive Interface for Feature Space Navigation. HHAI (2024)
Paulo Bruno S. Serafim, Pierluigi Crescenzi, Gizem Gezici, Eleonora Cappuccio, Salvatore Rinzivillo, Fosca Giannotti
Exploring Large Language Models Capabilities to Explain Decision Trees. HHAI (2024)
Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo
Fiper: a Visual-based Explanation Combining Rules and Feature Importance. CoRR (2024)
Maciej Krzysztof Zuziak, Salvatore Rinzivillo
Amplified Contribution Analysis for Federated Learning. IDA (2) (2024)
Francesco Bodria, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo
Benchmarking and survey of explanation methods for black box models. Data Min. Knowl. Discov. 37 (5) (2023)
Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo
Co-design of Human-centered, Explainable AI for Clinical Decision Support. ACM Trans. Interact. Intell. Syst. 13 (4) (2023)
Maciej Krzysztof Zuziak, Onntje Hinrichs, Aizhan Abdrassulova, Salvatore Rinzivillo
Data Collaboratives with the Use of Decentralised Learning. FAccT (2023)
Francesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. DS (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)
Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo
Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations. CHItaly (2023)
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. CoRR (2023)
Maciej Zuziak, Salvatore Rinzivillo
Federated Learning as an Analytical Framework for Personal Data Management - a proposition paper. IAIL@HHAI (2022)
Francesco Bodria, Salvatore Rinzivillo, Daniele Fadda, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi
Explaining Black Box with Visual Exploration of Latent Space. EuroVis (Short Papers) (2022)
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers. HHAI (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)
Salvatore Rinzivillo, Joakim Sundnes, Karin Rainer
Pandemic Modelling and Simulation - Introduction to the Special Theme. ERCIM News 2021 (124) (2021)
Francesco Bodria, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo
Benchmarking and Survey of Explanation Methods for Black Box Models. CoRR (2021)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo
NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. ERCIM News 2021 (124) (2021)
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Predicting seasonal influenza using supermarket retail records. PLoS Comput. Biol. 17 (7) (2021)
Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
Explainable Deep Image Classifiers for Skin Lesion Diagnosis. CoRR (2021)
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. ISCC (2021)
Luciano Serafini, Raul Barbosa, Jasmin Grosinger, Luca Iocchi, Christian Napoli, Salvatore Rinzivillo, Jacques Robin, Alessandro Saffiotti, Teresa Scantamburlo, Peter Schüller, Paolo Traverso, Javier Vázquez-Salceda
On some Foundational Aspects of Human-Centered Artificial Intelligence. CoRR (2021)
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)
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)
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)
Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Predicting seasonal influenza using supermarket retail records. CoRR (2020)
Daniele Boncoraglio, Francesca Deri, Francesco Distefano, Daniele Fadda, Giorgio Filippi, Giuseppe Forte, Federica Licari, Michela Natilli, Dino Pedreschi, Salvatore Rinzivillo
A Visual Analytics Platform to Measure Performance on University Entrance Tests. SEBD (2019)
Michela Natilli, Daniele Fadda, Salvatore Rinzivillo, Dino Pedreschi, Federica Licari
Analysis and Visualization of Performance Indicators in University Admission Tests. FM Workshops (1) (2019)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi
NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. CoRR (2018)
Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo
Learning Data Mining. DSAA (2018)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
NDlib: a python library to model and analyze diffusion processes over complex networks. Int. J. Data Sci. Anal. 5 (1) (2018)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo
NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. WWW (Companion Volume) (2018)
Vinicius Monteiro de Lira, Raffaele Perego, Chiara Renso, Salvatore Rinzivillo, Valéria Cesário Times
Boosting Ride Sharing With Alternative Destinations. IEEE Trans. Intell. Transp. Syst. 19 (7) (2018)
Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Never drive alone: Boosting carpooling with network analysis. Inf. Syst. 64 (2017)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
NDlib: Studying Network Diffusion Dynamics. DSAA (2017)
Luca Pappalardo, Salvatore Rinzivillo, Filippo Simini
Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model. ANT/SEIT (2016)
Chiara Renso, Salvatore Rinzivillo, Valéria Cesário Times, Vinicius Monteiro de Lira, Raffaele Perego
Searching and Ranking Activity-based Carpooling Ride. IIR (2016)
Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo
A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth. CompleNet (2016)
Vinicius Monteiro de Lira, Chiara Renso, Raffaele Perego, Salvatore Rinzivillo, Valéria Cesário Times
The ComeWithMe System for Searching and Ranking Activity-Based Carpooling Rides. SIGIR (2016)
Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics. ECML/PKDD (3) (2016)
Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Inf. Syst. 57 (2016)
Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Unveiling mobility complexity through complex network analysis. Soc. Netw. Anal. Min. 6 (1) (2016)
Vinicius Monteiro de Lira, Salvatore Rinzivillo, Valéria Cesário Times, Chiara Renso, Raffaele Perego
Activity-based Carpooling with ComeWithMe. SEBD (2016)
Fosca Giannotti, Lorenzo Gabrielli, Dino Pedreschi, Salvatore Rinzivillo
Understanding Human Mobility with Big Data. Solving Large Scale Learning Tasks (2016)
Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. ISPRS Int. J. Geo Inf. 4 (2) (2015)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
Real Time Detection and Tracking of Spatial Event Clusters. ECML/PKDD (3) (2015)
Vinicius Monteiro de Lira, Valéria Cesário Times, Chiara Renso, Salvatore Rinzivillo
ComeWithMe: An Activity-Oriented Carpooling Approach. ITSC (2015)
Paolo Cintia, Salvatore Rinzivillo, Luca Pappalardo
Network-based Measures for Predicting the Outcomes of Football Games. MLSA@PKDD/ECML (2015)
Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
Detection, tracking, and visualization of spatial event clusters for real time monitoring. DSAA (2015)
Diego Pennacchioli, Michele Coscia, Salvatore Rinzivillo, Fosca Giannotti, Dino Pedreschi
The retail market as a complex system. EPJ Data Sci. 3 (1) (2014)
Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatore
Understanding Large Events by Semantic Analysis of Twitter Data. SEBD (2014)
Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo
Use of Mobile Phone Data to Estimate Visitors Mobility Flows. SEFM Workshops (2014)
Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Retrieving Points of Interest from Human Systematic Movements. SEFM Workshops (2014)
Anna Monreale, Salvatore Rinzivillo, Francesca Pratesi, Fosca Giannotti, Dino Pedreschi
Privacy-by-design in big data analytics and social mining. EPJ Data Sci. 3 (1) (2014)
Vinicius Monteiro de Lira, Salvatore Rinzivillo, Chiara Renso, Valéria Cesário Times, Patrícia C. A. R. Tedesco
Investigating semantic regularity of human mobility lifestyle. IDEAS (2014)
Vinicius Monteiro de Lira, Salvatore Rinzivillo, Valéria Cesário Times, Chiara Renso
MAPMOLTY: A Web Tool for Discovering Place Loyalty Based on Mobile Crowdsource Data. ICWE (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)
Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
Scalable Analysis of Movement Data for Extracting and Exploring Significant Places. IEEE Trans. Vis. Comput. Graph. 19 (7) (2013)
Luca Pappalardo, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Validating general human mobility patterns on massive GPS data. SEBD (2013)
Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo
Analysis of GSM calls data for understanding user mobility behavior. IEEE BigData (2013)
Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny
Where Have You Been Today? Annotating Trajectories with DayTag. SSTD (2013)
Francesca Pratesi, Anna Monreale, Hui Wang, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko
Privacy-Aware Distributed Mobility Data Analytics. SEBD (2013)
Diego Pennacchioli, Michele Coscia, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Explaining the product range effect in purchase data. IEEE BigData (2013)
Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatoro
From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns. CitiSens (2013)
Anna Monreale, Wendy Hui Wang, Francesca Pratesi, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko
Privacy-Preserving Distributed Movement Data Aggregation. AGILE Conf. (2013)
Michele Coscia, Salvatore Rinzivillo, Fosca Giannotti, Dino Pedreschi
Optimal Spatial Resolution for the Analysis of Human Mobility. ASONAM (2012)
Salvatore Rinzivillo, Simone Mainardi, Fabio Pezzoni, Michele Coscia, Dino Pedreschi, Fosca Giannotti
Discovering the Geographical Borders of Human Mobility. Künstliche Intell. 26 (3) (2012)
Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo
Identifying users profiles from mobile calls habits. UrbComp@KDD (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)
Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti
Traffic Jams Detection Using Flock Mining. ECML/PKDD (3) (2011)
Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
From movement tracks through events to places: Extracting and characterizing significant places from mobility data. IEEE VAST (2011)
Salvatore Rinzivillo, Salvatore Ruggieri
Who/Where Are My New Customers? ISMIS Industrial Session (2011)
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)
Anna Monreale, Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel
Movement Data Anonymity through Generalization. Trans. Data Priv. 3 (2) (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)
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)
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)
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)
Salvatore Rinzivillo, Franco Turini
Knowledge discovery from spatial transactions. J. Intell. Inf. Syst. 28 (1) (2007)
Franco Turini, Miriam Baglioni, Barbara Furletti, Salvatore Rinzivillo
Examples of Integration of Induction and Deduction in Knowledge Discovery. Reasoning, Action and Interaction in AI Theories and Systems (2006)
Salvatore Rinzivillo, Franco Turini
Extracting spatial association rules from spatial transactions. GIS (2005)
Salvatore Rinzivillo, Franco Turini
Classification in Geographical Information Systems. PKDD (2004)
Angelo Gargantini, Elvinia Riccobene, Salvatore Rinzivillo
Using Spin to Generate Testsfrom ASM Specifications. Abstract State Machines (2003)