Dino Pedreschi

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 107

Top Venues

CoRR

Int. J. Data Sci. Anal.

DSAA

Soc. Netw. Anal. Min.

Publications

Clara Punzi, Roberto Pellungrini, Mattia Setzu, Fosca Giannotti, Dino Pedreschi
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems. 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)
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)
Dino Pedreschi, Luca Pappalardo, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani
Social AI and the Challenges of the Human-AI Ecosystem. CoRR (2023)
Alistair Knott, Dino Pedreschi, Raja Chatila, Tapabrata Chakraborti, Susan Leavy, Ricardo Baeza-Yates, David M. Eyers, Andrew Trotman, Paul D. Teal, Przemyslaw Biecek, Stuart Russell, Yoshua Bengio
Generative AI models should include detection mechanisms as a condition for public release. Ethics Inf. Technol. 25 (4) (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)
Luca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi
Semantic Enrichment of Explanations of AI Models for Healthcare. DS (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)
Ana Rita Nogueira, Andrea Pugnana, Salvatore Ruggieri, Dino Pedreschi, João Gama
Methods and tools for causal discovery and causal inference. WIREs Data Mining Knowl. Discov. 12 (2) (2022)
Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi
Measuring the Salad Bowl: Superdiversity on Twitter. CoRR (2022)
Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi
Interpretable Latent Space to Enable Counterfactual Explanations. DS (2022)
Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amílcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin
A Modularized Framework for Explaining Black Box Classifiers for Text Data. AI (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)
Andrea Fedele, Riccardo Guidotti, Dino Pedreschi
Explaining Siamese Networks in Few-Shot Learning for Audio Data. DS (2022)
Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi
Transparent Latent Space Counterfactual Explanations for Tabular Data. DSAA (2022)
Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems. CHI (2022)
Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
How Routing Strategies Impact Urban Emissions. CoRR (2022)
Giuliano Cornacchia, Matteo Böhm, Giovanni Mauro, Mirco Nanni, Dino Pedreschi, Luca Pappalardo
How routing strategies impact urban emissions. SIGSPATIAL/GIS (2022)
Francesca Naretto, Francesco Bodria, Fosca Giannotti, Dino Pedreschi
Benchmark Analysis of Black Box Local Explanation Methods. XAI.it@AI*IA (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)
Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11 (4) (2021)
Valerio Grossi, Fosca Giannotti, Dino Pedreschi, Paolo Manghi, Pasquale Pagano, Massimiliano Assante
Data science: a game changer for science and innovation. Int. J. Data Sci. Anal. 11 (4) (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)
Dino Pedreschi, Frank Dignum, Virginia Morini, Valentina Pansanella, Giuliano Cornacchia
Towards a Social Artificial Intelligence. ACAI (2021)
Remo Andreoli, Tommaso Cucinotta, Dino Pedreschi
RT-MongoDB: A NoSQL Database with Differentiated Performance. CLOSER (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)
Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Human migration: the big data perspective. Int. J. Data Sci. Anal. 11 (4) (2021)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
GLocalX - From Local to Global Explanations of Black Box AI Models. CoRR (2021)
Luca Pappalardo, Valerio Grossi, Dino Pedreschi
Introduction to the special issue on social mining and big data ecosystem for open, responsible data science. Int. J. Data Sci. Anal. 11 (4) (2021)
Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
FairLens: Auditing black-box clinical decision support systems. Inf. Process. Manag. 58 (5) (2021)
Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten
An ethico-legal framework for social data science. Int. J. Data Sci. Anal. 11 (4) (2021)
Mahtab Sarvmaili, Amílcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin
A modularized framework for explaining hierarchical attention networks on text classifiers. Canadian Conference on AI (2021)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
GLocalX - From Local to Global Explanations of Black Box AI Models. Artif. Intell. 294 (2021)
Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma
Correction to: Human migration: the big data perspective. Int. J. Data Sci. Anal. 12 (1) (2021)
Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten
Correction to: An ethico-legal framework for social data science. Int. J. Data Sci. Anal. 12 (1) (2021)
Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR (2020)
Alessio Rossi, Dino Pedreschi, David A. Clifton, Davide Morelli
Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts. Sensors 20 (24) (2020)
Cecilia Panigutti, Alan Perotti, Dino Pedreschi
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations. FAT* (2020)
Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
FairLens: Auditing Black-box Clinical Decision Support Systems. CoRR (2020)
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)
Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space. CoRR (2020)
Boxiang Dong, Hui Wang, Anna Monreale, Dino Pedreschi, Fosca Giannotti, Wenge Guo
Authenticated Outlier Mining for Outsourced Databases. IEEE Trans. Dependable Secur. Comput. 17 (2) (2020)
Riccardo Guidotti, Anna Monreale, Francesco Spinnato, Dino Pedreschi, Fosca Giannotti
Explaining Any Time Series Classifier. CogMI (2020)
Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi
Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations. AAAI (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)
Bilal Qureshi, Faisal Kamiran, Asim Karim, Salvatore Ruggieri, Dino Pedreschi
Causal inference for social discrimination reasoning. J. Intell. Inf. Syst. 54 (2) (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)
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)
Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi
The italian music superdiversity - Geography, emotion and language: one resource to find them, one resource to rule them all. Multim. Tools Appl. 78 (3) (2019)
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
A Survey of Methods for Explaining Black Box Models. ACM Comput. Surv. 51 (5) (2019)
Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, János Kertész
Public Opinion and Algorithmic Bias. ERCIM News 2019 (116) (2019)
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini
Meaningful Explanations of Black Box AI Decision Systems. AAAI (2019)
Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Salvatore Ruggieri, Franco Turini
Factual and Counterfactual Explanations for Black Box Decision Making. IEEE Intell. Syst. 34 (6) (2019)
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)
Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Riccardo Guidotti, Anna Monreale, Dino Pedreschi
The AI Black Box Explanation Problem. ERCIM News 2019 (116) (2019)
Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space. ECML/PKDD (1) (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)
Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance. CoRR (2018)
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 Ruggieri, Dino Pedreschi, Franco Turini, Fosca Giannotti
Local Rule-Based Explanations of Black Box Decision Systems. CoRR (2018)
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Salvatore Ruggieri, Franco Turini
Open the Black Box Data-Driven Explanation of Black Box Decision Systems. CoRR (2018)
Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Active and passive diffusion processes in complex networks. Appl. Netw. Sci. 3 (1) (2018)
Riccardo Guidotti, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Discovering temporal regularities in retail customers' shopping behavior. EPJ Data Sci. 7 (1) (2018)
Alina Sîrbu, Dino Pedreschi, Fosca Giannotti, János Kertész
Algorithmic bias amplifies opinion polarization: A bounded confidence model. CoRR (2018)
Valerio Grossi, Beatrice Rapisarda, Fosca Giannotti, Dino Pedreschi
Data science at SoBigData: the European research infrastructure for social mining and big data analytics. Int. J. Data Sci. Anal. 6 (3) (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)
Francesca Pratesi, Anna Monreale, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi, Tadashi Yanagihara
PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems. Trans. Data Priv. 11 (2) (2018)
Riccardo Guidotti, Jacopo Soldani, Davide Neri, Antonio Brogi, Dino Pedreschi
Helping Your Docker Images to Spread Based on Explainable Models. ECML/PKDD (3) (2018)
Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
A Survey Of Methods For Explaining Black Box Models. CoRR (2018)
Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
Never drive alone: Boosting carpooling with network analysis. Inf. Syst. 64 (2017)
Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Information Diffusion in Complex Networks: The Active/Passive Conundrum. COMPLEX NETWORKS (2017)
Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
NDlib: Studying Network Diffusion Dynamics. DSAA (2017)
Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. ICDM (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, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Next Basket Prediction using Recurring Sequential Patterns. CoRR (2017)
Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási
Human Perception of Performance. CoRR (2017)
Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
Clustering Individual Transactional Data for Masses of Users. KDD (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)
Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis. GOODTECHS (2017)
Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, Claudio Lucchese, Cristina Ioana Muntean
Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter. AI*IA (2017)
Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Node-centric Community Discovery: From static to dynamic social network analysis. Online Soc. Networks Media (2017)
Francesca Pratesi, Anna Monreale, Fosca Giannotti, Dino Pedreschi
Privacy Preserving Multidimensional Profiling. GOODTECHS (2017)
Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
Tiles: an online algorithm for community discovery in dynamic social networks. Mach. Learn. 106 (8) (2017)
Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
An analytical framework to nowcast well-being using mobile phone data. Int. J. Data Sci. Anal. 2 (1-2) (2016)
Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli
Going Beyond GDP to Nowcast Well-Being Using Retail Market Data. NetSci-X (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)
Riccardo Guidotti, Giulio Rossetti, Dino Pedreschi
Audio Ergo Sum - A Personal Data Model for Musical Preferences. STAF Workshops (2016)
Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
An analytical framework to nowcast well-being using mobile phone data. CoRR (2016)
Giulio Rossetti, Riccardo Guidotti, Ioanna Miliou, Dino Pedreschi, Fosca Giannotti
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Fosca Giannotti, Lorenzo Gabrielli, Dino Pedreschi, Salvatore Rinzivillo
Understanding Human Mobility with Big Data. Solving Large Scale Learning Tasks (2016)
Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Homophilic network decomposition: a community-centric analysis of online social services. Soc. Netw. Anal. Min. 6 (1) (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)
Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi
The harsh rule of the goals: Data-driven performance indicators for football teams. DSAA (2015)
Luca Pappalardo, Dino Pedreschi, Zbigniew Smoreda, Fosca Giannotti
Using big data to study the link between human mobility and socio-economic development. IEEE BigData (2015)
Sara Hajian, Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Discrimination- and privacy-aware patterns. Data Min. Knowl. Discov. 29 (6) (2015)

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Publication Activity (10 Years)

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Dino Pedreschi