Fosca Giannotti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
74
Venues
35
Active years
1990–2026
Best venue rank
A*
Where they publish
- A*ICDM10 papers
- A*KDD9 papers
- BDSAA7 papers
- ADIS3 papers
- BIDA3 papers
- MulticonferenceSAC3 papers
- A*ICDE3 papers
- A*IJCAI2 papers
- AustralasianAI2 papers
- BSEFM2 papers
- BMDM2 papers
- BEDBT2 papers
- BPAKDD2 papers
- CFQAS2 papers
- BSAS2 papers
- AEACL1 paper
- AECAI1 paper
- A*EMNLP1 paper
- A*CHI1 paper
- BICAART1 paper
- BInteract1 paper
- A*AAAI1 paper
- A*WWW1 paper
- CCloudCom1 paper
- ACIKM1 paper
- CMobiquitous1 paper
- BCBMS1 paper
- ASDM1 paper
- BJELIA1 paper
- CEJC1 paper
- BDaWaK1 paper
- BCSL1 paper
- CFORTE1 paper
- A*VLDB1 paper
- BLPNMR1 paper
Papers
74 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP. | Benedetta Muscato, Yue Li, Gizem Gezici, Zhixue Zhao, Fosca Giannotti |
| 2025 | ECAI | Group Explainability Through Local Approximation. | Mattia Setzu, Riccardo Guidotti, Dino Pedreschi, Fosca Giannotti |
| 2025 | ICDM | Explanations Go Linear: Post-Hoc Explainability for Tabular Data with Interpretable Meta-Encoding. | Simone Piaggesi, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2025 | IJCAI | Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems. | Benedetta Muscato, Lucia C. Passaro, Gizem Gezici, Fosca Giannotti |
| 2025 | IJCAI | Human-AI Coevolution (Abstract Reprint). | Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina, Ricardo Baeza-Yates, Albert-Lszl Barabsi, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, Jnos Kertsz, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani |
| 2024 | DIS | L2loRe: a method for explaining the reject option. | Clara Punzi, Roberto Pellungrini, Fosca Giannotti |
| 2024 | DIS | Ensemble Counterfactual Explanations for Churn Analysis. | Samuele Tonati, Marzio Di Vece, Roberto Pellungrini, Fosca Giannotti |
| 2024 | IDA | FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers. | Guillermo Fernndez, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, Jos A. Gmez, Jos M. Puerta |
| 2023 | EMNLP | HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis. | Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee |
| 2022 | AI | A Modularized Framework for Explaining Black Box Classifiers for Text Data. | Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amlcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin |
| 2022 | CHI | Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems. | Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi |
| 2022 | DIS | Interpretable Latent Space to Enable Counterfactual Explanations. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2022 | DSAA | Transparent Latent Space Counterfactual Explanations for Tabular Data. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2021 | AI | A modularized framework for explaining hierarchical attention networks on text classifiers. | Mahtab Sarvmaili, Amlcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin |
| 2021 | ICAART | Explainable Machine Learning for Trustworthy AI. | Fosca Giannotti |
| 2021 | Interact | Artificial Intelligence for Humankind: A Panel on How to Create Truly Interactive and Human-Centered AI for the Benefit of Individuals and Society. | Albrecht Schmidt, Fosca Giannotti, Wendy E. Mackay, Ben Shneiderman, Kaisa Vnnen |
| 2020 | DSAA | Estimating countries' peace index through the lens of the world news as monitored by GDELT. | Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti |
| 2020 | IDA | Digital Footprints of International Migration on Twitter. | Jisu Kim, Alina Srbu, Fosca Giannotti, Lorenzo Gabrielli |
| 2019 | AAAI | Meaningful Explanations of Black Box AI Decision Systems. | Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini |
| 2018 | WWW | SoBigData: Social Mining & Big Data Ecosystem. | Fosca Giannotti, Roberto Trasarti, Kalina Bontcheva, Valerio Grossi |
| 2017 | DSAA | There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas. | Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi |
| 2017 | DSAA | NDlib: Studying Network Diffusion Dynamics. | Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Srbu, Dino Pedreschi, Fosca Giannotti |
| 2017 | ICDM | Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. | Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi |
| 2017 | KDD | Clustering Individual Transactional Data for Masses of Users. | Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi |
| 2015 | DSAA | The harsh rule of the goals: Data-driven performance indicators for football teams. | Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi |
| 2015 | DSAA | Quantification in social networks. | Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani |
| 2014 | CloudCom | CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud. | Anirban Basu, Juan Camilo Corena, Anna Monreale, Dino Pedreschi, Fosca Giannotti, Shinsaku Kiyomoto, Jaideep Vaidya, Yutaka Miyake |
| 2014 | DSAA | The purpose of motion: Learning activities from Individual Mobility Networks. | Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti |
| 2014 | SAC | Fair pattern discovery. | Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti |
| 2014 | SEFM | Use of Mobile Phone Data to Estimate Visitors Mobility Flows. | Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo |
| 2014 | SEFM | Retrieving Points of Interest from Human Systematic Movements. | Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti |
| 2013 | ICDM | Quantification Trees. | Letizia Milli, Anna Monreale, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Fabrizio Sebastiani |
| 2012 | ICDM | Injecting Discrimination and Privacy Awareness Into Pattern Discovery. | Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti |
| 2012 | KDD | DEMON: a local-first discovery method for overlapping communities. | Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi |
| 2011 | CIKM | Finding redundant and complementary communities in multidimensional networks. | Michele Berlingerio, Michele Coscia, Fosca Giannotti |
| 2011 | ICDM | Scalable Link Prediction on Multidimensional Networks. | Giulio Rossetti, Michele Berlingerio, Fosca Giannotti |
| 2011 | KDD | Mining mobility user profiles for car pooling. | Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti |
| 2011 | KDD | Human mobility, social ties, and link prediction. | Dashun Wang, Dino Pedreschi, Chaoming Song, Fosca Giannotti, Albert-Lszl Barabsi |
| 2011 | MDM | Mobility, Data Mining and Privacy Understanding Human Movement Patterns from Trajectory Data. | Fosca Giannotti |
| 2010 | EDBT | Advanced knowledge discovery on movement data with the GeoPKDD system. | Mirco Nanni, Roberto Trasarti, Chiara Renso, Fosca Giannotti, Dino Pedreschi |
| 2010 | ICDE | Towards discovery of eras in social networks. | Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi |
| 2010 | PAKDD | As Time Goes by: Discovering Eras in Evolving Social Networks. | Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi |
| 2009 | EDBT | Geographic privacy-aware knowledge discovery and delivery. | Fosca Giannotti, Dino Pedreschi, Yannis Theodoridis |
| 2009 | ICDM | High Quality True-Positive Prediction for Fiscal Fraud Detection. | Stefano Basta, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Fosca Giannotti, Dino Pedreschi, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani |
| 2009 | IDA | Mining the Temporal Dimension of the Information Propagation. | Michele Berlingerio, Michele Coscia, Fosca Giannotti |
| 2009 | KDD | Temporal mining for interactive workflow data analysis. | Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti |
| 2009 | KDD | WhereNext: a location predictor on trajectory pattern mining. | Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti |
| 2008 | KDD | Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project. | Fosca Giannotti, Dino Pedreschi, Franco Turini |
| 2008 | Mobiquitous | Location prediction within the mobility data analysis environment DAEDALUS. | Fabio Pinelli, Anna Monreale, Roberto Trasarti, Fosca Giannotti |
| 2007 | ICDE | Hiding Sequences. | Osman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti |
| 2007 | ICDM | Hiding Sensitive Trajectory Patterns. | Osman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti |
| 2007 | ICDM | Time-Annotated Sequences for Medical Data Mining. | Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini |
| 2007 | KDD | Trajectory pattern mining. | Fosca Giannotti, Mirco Nanni, Fabio Pinelli, Dino Pedreschi |
| 2007 | MDM | Privacy-Aware Knowledge Discovery from Location Data. | Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi, Osman Abul |
| 2006 | CBMS | Mining HLA Patterns Explaining Liver Diseases. | Michele Berlingerio, Francesco Bonchi, Silvia Chelazzi, Michele Curcio, Fosca Giannotti, Fabrizio Scatena |
| 2006 | ICDE | ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery. | Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti |
| 2006 | SAC | Towards low-perturbation anonymity preserving pattern discovery. | Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi |
| 2006 | SAC | Mining sequences with temporal annotations. | Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli |
| 2006 | SDM | Efficient Mining of Temporally Annotated Sequences. | Fosca Giannotti, Mirco Nanni, Dino Pedreschi |
| 2005 | ICDM | Blocking Anonymity Threats Raised by Frequent Itemset Mining. | Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi |
| 2003 | ICDM | ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint. | Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi |
| 2002 | JELIA | LDL-M | Fosca Giannotti, Giuseppe Manco |
| 2000 | EJC | Logic-Based Knowledge Discovery in Databases. | Fosca Giannotti, Mirco Nanni, Dino Pedreschi |
| 2000 | FQAS | Declarative Knowledge Extraction with Interactive User-Defined Aggregates. | Fosca Giannotti, Giuseppe Manco |
| 2000 | PAKDD | Making Knowledge Extraction and Reasoning Closer. | Fosca Giannotti, Giuseppe Manco |
| 1999 | DaWaK | Using Data Mining Techniques in Fiscal Fraud Detection. | Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi |
| 1999 | KDD | A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection. | Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi |
| 1998 | CSL | On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases. | Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi |
| 1998 | FQAS | Query Answering in Nondeterministic, Nonmonotonic Logic Databases. | Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi |
| 1994 | FORTE | An abstract interpreter for the specification language LOTOS. | Franco Fiore, Fosca Giannotti |
| 1993 | VLDB | Data Sharing Analysis for a Database Programming Lanaguage via Abstract Interpretation. | Giuseppe Amato, Fosca Giannotti, Gianni Mainetto |
| 1992 | SAS | Analysis of Concurrent Transactions in a Functional Database Programming Language. | Giuseppe Amato, Fosca Giannotti, Gianni Mainetto |
| 1992 | SAS | Using Abstract Interpretation for Gate splitting in LOTOS Specifications. | Fosca Giannotti, Diego Latella |
| 1990 | LPNMR | Declarative Semantics for Pruning Operators in Logic Programming. | Fosca Giannotti, Dino Pedreschi |