Salvatore Rinzivillo

110 papers A* 1B 10C 3Journal 40Unranked 47

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A software architecture for verifiable and explainable classification. Mach. Learn. Raul Barbosa, Salvatore Rinzivillo, Jacques Robin, Andrea Beretta, Henrique Madeira
2026	J	`jnl`	Integrating Multimodal Learning and Explainable AI for Enhanced and Interpretable Prostate Lesion Classification. Mach. Learn. Claudio Giovannoni, Carlo Metta, Andrea Berti, Sara Colantonio, Anna Monreale, Francesca Pratesi, Salvatore Rinzivillo
2025	C	`conf`	Can Contributing More Put You at a Higher Leakage Risk? The Relationship Between Shapley Value and Training Data Leakage Risks in Federated Learning. SECRYPT Soumia Zohra El Mestari, Maciej Krzysztof Zuziak, Gabriele Lenzini, Salvatore Rinzivillo
2025	J	`jnl`	Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model. CoRR Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli
2025	J	`jnl`	Explanation User Interfaces: A Systematic Literature Review. CoRR Eleonora Cappuccio, Andrea Esposito, Francesco Greco, Giuseppe Desolda, Rosa Lanzilotti, Salvatore Rinzivillo
2025	J	`jnl`	Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning. Int. J. Data Sci. Anal. Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
2025	J	`jnl`	Integrating human knowledge for explainable AI. Mach. Learn. Eleonora Cappuccio, Bahavathy Kathirgamanathan, Salvatore Rinzivillo, Gennady L. Andrienko, Natalia V. Andrienko
2025	—	`conf`	Interactive Visual Exploration of Latent Spaces for Explainable AI: Bridging Concepts and Features. IUI Workshops Carlo Metta, Eleonora Cappuccio, Salvatore Rinzivillo
2025	J	`jnl`	One-Shot Clustering for Federated Learning Under Clustering-Agnostic Assumption. CoRR Maciej Krzysztof Zuziak, Roberto Pellungrini, Salvatore Rinzivillo
2025	J	`jnl`	One-Shot Clustering for Federated Learning. CoRR Maciej Krzysztof Zuziak, Roberto Pellungrini, Salvatore Rinzivillo
2024	—	`conf`	Amplified Contribution Analysis for Federated Learning. IDA (2) Maciej Krzysztof Zuziak, Salvatore Rinzivillo
2024	—	`conf`	An Interactive Interface for Feature Space Navigation. HHAI Eleonora Cappuccio, Isacco Beretta, Marta Marchiori Manerba, Salvatore Rinzivillo
2024	—	`conf`	Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model. DS (2) Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli
2024	—	`conf`	Exploring Large Language Models Capabilities to Explain Decision Trees. HHAI Paulo Bruno S. Serafim, Pierluigi Crescenzi, Gizem Gezici, Eleonora Cappuccio, Salvatore Rinzivillo, Fosca Giannotti
2024	J	`jnl`	Fiper: a Visual-based Explanation Combining Rules and Feature Importance. CoRR Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo
2024	J	`jnl`	Human-in-the-Loop: Visual Analytics for Building Models Recognizing Behavioral Patterns in Time Series. IEEE Computer Graphics and Applications Natalia V. Andrienko, Gennady L. Andrienko, Alexander Artikis, Periklis Mantenoglou, Salvatore Rinzivillo
2024	B	`conf`	One-Shot Clustering for Federated Learning. IEEE Big Data Maciej Krzysztof Zuziak, Roberto Pellungrini, Salvatore Rinzivillo
2024	—	`conf`	Treemob: Expressive Mobility Data Representation Through Tree-Based Structures. INTSYS Marta Fioravanti, Eleonora Cappuccio, Salvatore Rinzivillo, Riccardo Guidotti
2024	—	`conf`	XAI in Healthcare. HHAI Workshops Gizem Gezici, Carlo Metta, Andrea Beretta, Roberto Pellungrini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2023	J	`jnl`	Benchmarking and survey of explanation methods for black box models. Data Min. Knowl. Discov. Francesco Bodria, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo
2023	J	`jnl`	Co-design of Human-centered, Explainable AI for Clinical Decision Support. ACM Trans. Interact. Intell. Syst. Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo
2023	—	`conf`	Data Collaboratives with the Use of Decentralised Learning. FAccT Maciej Krzysztof Zuziak, Onntje Hinrichs, Aizhan Abdrassulova, Salvatore Rinzivillo
2023	—	`conf`	Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations. CHItaly Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo
2023	B	`conf`	EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. DS Francesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda
2023	J	`jnl`	Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. CoRR Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
2023	—	`conf`	FIPER: A Visual-Based Explanation Combining Rules and Feature Importance. PKDD/ECML Workshops (3) Eleonora Cappuccio, Daniele Fadda, Rosa Lanzilotti, Salvatore Rinzivillo
2023	—	`ed.`	Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023. Ital-IA Fabrizio Falchi, Fosca Giannotti, Anna Monreale, Chiara Boldrini, Salvatore Rinzivillo, Sara Colantonio
2023	—	`conf`	Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns. PKDD/ECML Workshops (2) Natalia V. Andrienko, Gennady L. Andrienko, Alexander Artikis, Periklis Mantenoglou, Salvatore Rinzivillo
2023	—	`conf`	Trustworthy AI at KDD Lab. Ital-IA Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca
2022	—	`conf`	Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers. HHAI Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
2022	—	`conf`	Explaining Black Box with Visual Exploration of Latent Space. EuroVis (Short Papers) Francesco Bodria, Salvatore Rinzivillo, Daniele Fadda, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi
2022	—	`conf`	Federated Learning as an Analytical Framework for Personal Data Management - a proposition paper. IAIL@HHAI Maciej Zuziak, Salvatore Rinzivillo
2021	J	`jnl`	Benchmarking and Survey of Explanation Methods for Black Box Models. CoRR Francesco Bodria, Fosca Giannotti, Riccardo Guidotti, Francesca Naretto, Dino Pedreschi, Salvatore Rinzivillo
2021	C	`conf`	Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. ISCC Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
2021	J	`jnl`	Explainable Deep Image Classifiers for Skin Lesion Diagnosis. CoRR Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
2021	J	`jnl`	Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 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
2021	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I PKDD/ECML Workshops (1) Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021	—	`ed.`	Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II PKDD/ECML Workshops (2) Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher L. Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastián Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita P. Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça
2021	J	`jnl`	NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. ERCIM News Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo
2021	J	`jnl`	On some Foundational Aspects of Human-Centered Artificial Intelligence. CoRR 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
2021	J	`jnl`	Pandemic Modelling and Simulation - Introduction to the Special Theme. ERCIM News Salvatore Rinzivillo, Joakim Sundnes, Karin Rainer
2021	J	`jnl`	Predicting seasonal influenza using supermarket retail records. PLoS Comput. Biol. Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
2020	—	`ed.`	ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings PKDD/ECML Workshops Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, Özlem Özgöbek, Rita P. Ribeiro, Ricard Gavaldà, João Gama, Linara Adilova, Yamuna Krishnamurthy, Pedro M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras, Peter Christen, Eirini Ntoutsi, Erich Schubert, Arthur Zimek, Anna Monreale, Przemyslaw Biecek, Salvatore Rinzivillo, Benjamin Kille, Andreas Lommatzsch, Jon Atle Gulla
2020	J	`jnl`	Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. CoRR 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
2020	J	`jnl`	Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 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
2020	J	`jnl`	Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. CoRR 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
2020	J	`jnl`	Predicting seasonal influenza using supermarket retail records. CoRR Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
2019	—	`conf`	A Visual Analytics Platform to Measure Performance on University Entrance Tests. SEBD Daniele Boncoraglio, Francesca Deri, Francesco Distefano, Daniele Fadda, Giorgio Filippi, Giuseppe Forte, Federica Licari, Michela Natilli, Dino Pedreschi, Salvatore Rinzivillo
2019	—	`conf`	Analysis and Visualization of Performance Indicators in University Admission Tests. FM Workshops (1) Michela Natilli, Daniele Fadda, Salvatore Rinzivillo, Dino Pedreschi, Federica Licari
2018	J	`jnl`	Boosting Ride Sharing With Alternative Destinations. IEEE Trans. Intell. Transp. Syst. Vinicius Monteiro de Lira, Raffaele Perego, Chiara Renso, Salvatore Rinzivillo, Valéria Cesário Times
2018	—	`ch.`	How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 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
2018	B	`conf`	Learning Data Mining. DSAA Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo
2018	—	`conf`	NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. WWW (Companion Volume) Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo
2018	J	`jnl`	NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. CoRR Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi
2018	J	`jnl`	NDlib: a python library to model and analyze diffusion processes over complex networks. Int. J. Data Sci. Anal. Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
2017	B	`conf`	NDlib: Studying Network Diffusion Dynamics. DSAA Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
2017	J	`jnl`	Never drive alone: Boosting carpooling with network analysis. Inf. Syst. Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2016	—	`conf`	A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth. CompleNet Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo
2016	—	`conf`	Activity-based Carpooling with ComeWithMe. SEBD Vinicius Monteiro de Lira, Salvatore Rinzivillo, Valéria Cesário Times, Chiara Renso, Raffaele Perego
2016	—	`conf`	Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model. ANT/SEIT Luca Pappalardo, Salvatore Rinzivillo, Filippo Simini
2016	—	`conf`	Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics. ECML/PKDD (3) Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
2016	J	`jnl`	Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. Inf. Syst. Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
2016	—	`conf`	Searching and Ranking Activity-based Carpooling Ride. IIR Chiara Renso, Salvatore Rinzivillo, Valéria Cesário Times, Vinicius Monteiro de Lira, Raffaele Perego
2016	A*	`conf`	The ComeWithMe System for Searching and Ranking Activity-Based Carpooling Rides. SIGIR Vinicius Monteiro de Lira, Chiara Renso, Raffaele Perego, Salvatore Rinzivillo, Valéria Cesário Times
2016	—	`conf`	Understanding Human Mobility with Big Data. Solving Large Scale Learning Tasks Fosca Giannotti, Lorenzo Gabrielli, Dino Pedreschi, Salvatore Rinzivillo
2016	J	`jnl`	Unveiling mobility complexity through complex network analysis. Soc. Netw. Anal. Min. Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2015	—	`conf`	ComeWithMe: An Activity-Oriented Carpooling Approach. ITSC Vinicius Monteiro de Lira, Valéria Cesário Times, Chiara Renso, Salvatore Rinzivillo
2015	B	`conf`	Detection, tracking, and visualization of spatial event clusters for real time monitoring. DSAA Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
2015	J	`jnl`	Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. ISPRS Int. J. Geo Inf. Natalia V. Andrienko, Gennady L. Andrienko, Salvatore Rinzivillo
2015	—	`conf`	Network-based Measures for Predicting the Outcomes of Football Games. MLSA@PKDD/ECML Paolo Cintia, Salvatore Rinzivillo, Luca Pappalardo
2015	—	`conf`	Real Time Detection and Tracking of Spatial Event Clusters. ECML/PKDD (3) Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
2014	C	`conf`	Investigating semantic regularity of human mobility lifestyle. IDEAS Vinicius Monteiro de Lira, Salvatore Rinzivillo, Chiara Renso, Valéria Cesário Times, Patrícia C. A. R. Tedesco
2014	B	`conf`	MAPMOLTY: A Web Tool for Discovering Place Loyalty Based on Mobile Crowdsource Data. ICWE Vinicius Monteiro de Lira, Salvatore Rinzivillo, Valéria Cesário Times, Chiara Renso
2014	J	`jnl`	Privacy-by-design in big data analytics and social mining. EPJ Data Sci. Anna Monreale, Salvatore Rinzivillo, Francesca Pratesi, Fosca Giannotti, Dino Pedreschi
2014	—	`conf`	Retrieving Points of Interest from Human Systematic Movements. SEFM Workshops Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2014	B	`conf`	The purpose of motion: Learning activities from Individual Mobility Networks. DSAA Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
2014	J	`jnl`	The retail market as a complex system. EPJ Data Sci. Diego Pennacchioli, Michele Coscia, Salvatore Rinzivillo, Fosca Giannotti, Dino Pedreschi
2014	—	`conf`	Understanding Large Events by Semantic Analysis of Twitter Data. SEBD Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatore
2014	—	`conf`	Use of Mobile Phone Data to Estimate Visitors Mobility Flows. SEFM Workshops Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo
2013	—	`conf`	Analysis of GSM calls data for understanding user mobility behavior. IEEE BigData Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo
2013	—	`ch.`	Car Traffic Monitoring. Mobility Data Davy Janssens, Mirco Nanni, Salvatore Rinzivillo
2013	—	`conf`	Explaining the product range effect in purchase data. IEEE BigData Diego Pennacchioli, Michele Coscia, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2013	—	`conf`	From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns. CitiSens Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatoro
2013	—	`conf`	Privacy-Aware Distributed Mobility Data Analytics. SEBD Francesca Pratesi, Anna Monreale, Hui Wang, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko
2013	—	`conf`	Privacy-Preserving Distributed Movement Data Aggregation. AGILE Conf. Anna Monreale, Wendy Hui Wang, Francesca Pratesi, Salvatore Rinzivillo, Dino Pedreschi, Gennady L. Andrienko, Natalia V. Andrienko
2013	J	`jnl`	Scalable Analysis of Movement Data for Extracting and Exploring Significant Places. IEEE Trans. Vis. Comput. Graph. Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
2013	—	`conf`	Validating general human mobility patterns on massive GPS data. SEBD Luca Pappalardo, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2013	B	`conf`	Where Have You Been Today? Annotating Trajectories with DayTag. SSTD Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny
2012	J	`jnl`	Data Science for Simulating the Era of Electric Vehicles. Künstliche Intell. Davy Janssens, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Salvatore Rinzivillo
2012	J	`jnl`	Discovering the Geographical Borders of Human Mobility. Künstliche Intell. Salvatore Rinzivillo, Simone Mainardi, Fabio Pezzoni, Michele Coscia, Dino Pedreschi, Fosca Giannotti
2012	—	`conf`	Identifying users profiles from mobile calls habits. UrbComp@KDD Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo
2012	B	`conf`	Optimal Spatial Resolution for the Analysis of Human Mobility. ASONAM Michele Coscia, Salvatore Rinzivillo, Fosca Giannotti, Dino Pedreschi
2011	—	`conf`	From movement tracks through events to places: Extracting and characterizing significant places from mobility data. IEEE VAST Gennady L. Andrienko, Natalia V. Andrienko, Christophe Hurter, Salvatore Rinzivillo, Stefan Wrobel
2011	—	`conf`	Traffic Jams Detection Using Flock Mining. ECML/PKDD (3) Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti
2011	J	`jnl`	Unveiling the complexity of human mobility by querying and mining massive trajectory data. VLDB J. Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
2011	—	`conf`	Who/Where Are My New Customers? ISMIS Industrial Session Salvatore Rinzivillo, Salvatore Ruggieri
2010	—	`conf`	Exploring Real Mobility Data with M-Atlas. ECML/PKDD (3) Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti
2010	—	`conf`	Mobility data mining: discovering movement patterns from trajectory data. Computational Transportation Science Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
2010	J	`jnl`	Movement Data Anonymity through Generalization. Trans. Data Priv. Anna Monreale, Gennady L. Andrienko, Natalia V. Andrienko, Fosca Giannotti, Dino Pedreschi, Salvatore Rinzivillo, Stefan Wrobel
2010	—	`ch.`	Spatio-temporal clustering. Data Mining and Knowledge Discovery Handbook Slava Kisilevich, Florian Mansmann, Mirco Nanni, Salvatore Rinzivillo
2009	B	`conf`	A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. SSTD Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi
2009	—	`conf`	Interactive visual clustering of large collections of trajectories. IEEE VAST Gennady L. Andrienko, Natalia V. Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi, Fosca Giannotti
2008	—	`ch.`	Knowledge Discovery from Geographical Data. Mobility, Data Mining and Privacy Salvatore Rinzivillo, Franco Turini, Vania Bogorny, Christine Körner, Bart Kuijpers, Michael May
2008	J	`jnl`	Visually driven analysis of movement data by progressive clustering. Inf. Vis. Salvatore Rinzivillo, Dino Pedreschi, Mirco Nanni, Fosca Giannotti, Natalia V. Andrienko, Gennady L. Andrienko
2007	J	`jnl`	Knowledge discovery from spatial transactions. J. Intell. Inf. Syst. Salvatore Rinzivillo, Franco Turini
2006	—	`conf`	Examples of Integration of Induction and Deduction in Knowledge Discovery. Reasoning, Action and Interaction in AI Theories and Systems Franco Turini, Miriam Baglioni, Barbara Furletti, Salvatore Rinzivillo
2005	—	`conf`	Extracting spatial association rules from spatial transactions. GIS Salvatore Rinzivillo, Franco Turini
2005	—	`—`	Knowledge discovery from spatial transactions. Salvatore Rinzivillo
2004	—	`conf`	Classification in Geographical Information Systems. PKDD Salvatore Rinzivillo, Franco Turini
2003	—	`conf`	Using Spin to Generate Testsfrom ASM Specifications. Abstract State Machines Angelo Gargantini, Elvinia Riccobene, Salvatore Rinzivillo