Fosca Giannotti

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 106

Top Venues

CoRR

DSAA

Int. J. Data Sci. Anal.

EPJ Data Sci.

Publications

Guillermo Fernández, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, José A. Gámez, José Miguel Puerta
FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers. IDA (2) (2024)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges. ACM Comput. Surv. 56 (7) (2024)
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 (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)
Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano
Introduction to Special Issue on Trustworthy Artificial Intelligence. ACM Comput. Surv. 56 (7) (2024)
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)
Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. CoRR (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)
Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. EMNLP (Findings) (2023)
Jisu Kim, Francesca Pratesi, Giulio Rossetti, Alina Sîrbu, Fosca Giannotti
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis. Soc. Netw. Anal. Min. 13 (1) (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)
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery. CoRR (2023)
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti, Andrea Mattei
Handling Missing Values in Local Post-hoc Explainability. xAI (2) (2023)
Clara Punzi, Aleksandra Maslennikova, Gizem Gezici, Roberto Pellungrini, Fosca Giannotti
Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic. xAI (2) (2023)
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)
Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi
Transparent Latent Space Counterfactual Explanations for Tabular Data. DSAA (2022)
Michele Fontana, Francesca Naretto, Anna Monreale, Fosca Giannotti
Monitoring Fairness in HOLDA. HHAI (2022)
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
Understanding peace through the world news. EPJ Data Sci. 11 (1) (2022)
Fosca Giannotti
Explainable Machine Learning for Trustworthy AI. CCIA (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)
Francesca Naretto, Anna Monreale, Fosca Giannotti
Privacy Risk of Global Explainers. HHAI (2022)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation. CoRR (2022)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Giulio Rossetti, Hillel Rapoport
Origin and destination attachment: study of cultural integration on Twitter. EPJ Data Sci. 11 (1) (2022)
Francesca Naretto, Anna Monreale, Fosca Giannotti
Evaluating the Privacy Exposure of Interpretable Global Explainers. CogMI (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)
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
Understanding peacefulness through the world news. CoRR (2021)
Can Wang, Fosca Giannotti, Longbing Cao
Learning Complex Couplings and Interactions. IEEE Intell. Syst. 36 (1) (2021)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Giulio Rossetti
Characterising different communities of Twitter users: Migrants and natives. CoRR (2021)
Albrecht Schmidt, Fosca Giannotti, Wendy E. Mackay, Ben Shneiderman, Kaisa Väänänen
Artificial Intelligence for Humankind: A Panel on How to Create Truly Interactive and Human-Centered AI for the Benefit of Individuals and Society. INTERACT (5) (2021)
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery. CogMI (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)
Fosca Giannotti
Explainable Machine Learning for Trustworthy AI. ICAART (1) (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)
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)
Jisu Kim, Alina Sîrbu, Giulio Rossetti, Fosca Giannotti
Characterising Different Communities of Twitter Users: Migrants and Natives. COMPLEX NETWORKS (2021)
Jisu Kim, Alina Sîrbu, Giulio Rossetti, Fosca Giannotti, Hillel Rapoport
Home and destination attachment: study of cultural integration on Twitter. CoRR (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)
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)
Fosca Giannotti, Francesca Naretto, Francesco Bodria
Explainable for Trustworthy AI. ACAI (2021)
Francesca Naretto, Roberto Pellungrini, Franco Maria Nardini, Fosca Giannotti
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks. PKDD/ECML Workshops (2020)
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)
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)
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)
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)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Lorenzo Gabrielli
Digital Footprints of International Migration on Twitter. IDA (2020)
Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
Estimating countries' peace index through the lens of the world news as monitored by GDELT. DSAA (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)
Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti
PRIMULE: Privacy risk mitigation for user profiles. Data Knowl. Eng. 125 (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)
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, 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)
Andreas Rauber, Roberto Trasarti, Fosca Giannotti
Transparency in Algorithmic Decision Making. ERCIM News 2019 (116) (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)
Fosca Giannotti
Big Data for understanding human dynamics: the power of networks. EGC (2018)
Fosca Giannotti, Roberto Trasarti, Kalina Bontcheva, Valerio Grossi
SoBigData: Social Mining & Big Data Ecosystem. WWW (Companion Volume) (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, 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)
Leonardo Candela, Paolo Manghi, Fosca Giannotti, Valerio Grossi, Roberto Trasarti
HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures. D Lib Mag. 23 (1/2) (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)
Roberto Trasarti, Riccardo Guidotti, Anna Monreale, Fosca Giannotti
MyWay: Location prediction via mobility profiling. Inf. Syst. 64 (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)
Mirco Nanni, Roberto Trasarti, Fosca Giannotti
Movement Behaviour Recognition for Water Activities. PAP@PKDD/ECML (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fosca Giannotti