Riccardo Guidotti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
56
Venues
23
Active years
2014–2026
Best venue rank
A*
Where they publish
- ADIS12 papers
- A*AAAI4 papers
- BESANN4 papers
- BEDBT4 papers
- BDSAA4 papers
- A*ICDM3 papers
- BIDA3 papers
- AECAI2 papers
- NationalQCE2 papers
- AustralasianAI2 papers
- CAIES2 papers
- BPAKDD2 papers
- BSEFM2 papers
- A*EMNLP1 paper
- BLREC1 paper
- CISCC1 paper
- BMDM1 paper
- A*SIGIR1 paper
- BFM1 paper
- BIJCNN1 paper
- A*KDD1 paper
- ACP1 paper
- A*ICDE1 paper
Papers
56 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Evaluating Online Moderation via LLM-Powered Counterfactual Simulations. | Giacomo Fidone, Lucia C. Passaro, Riccardo Guidotti |
| 2025 | ECAI | An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items. | Luca Corbucci, Javier Alejandro Borges Legrottaglie, Francesco Spinnato, Anna Monreale, Riccardo Guidotti |
| 2025 | ECAI | Group Explainability Through Local Approximation. | Mattia Setzu, Riccardo Guidotti, Dino Pedreschi, Fosca Giannotti |
| 2025 | ESANN | Implicit Neural Decision Trees. | Francesco Spinnato, Antonio Mastropietro, Riccardo Guidotti |
| 2025 | ICDM | Explanations Go Linear: Post-Hoc Explainability for Tabular Data with Interpretable Meta-Encoding. | Simone Piaggesi, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2025 | QCE | Variational Decision Trees with Structured Ansatzes. | Alessandro Poggiali, Giacomo Antonioli, Alessandro Berti, Gianna M. Del Corso, Riccardo Guidotti |
| 2024 | AAAI | Generative Model for Decision Trees. | Riccardo Guidotti, Anna Monreale, Mattia Setzu, Giulia Volpi |
| 2024 | DIS | Multivariate Asynchronous Shapelets for Imbalanced Car Crash Predictions. | Mario Bianchi, Francesco Spinnato, Riccardo Guidotti, Daniele Maccagnola, Antonio Bencini Farina |
| 2024 | DIS | Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification. | Alessio Cascione, Mattia Setzu, Federico A. Galatolo, Mario G. C. A. Cimino, Riccardo Guidotti |
| 2024 | DIS | This Sounds Like That: Explainable Audio Classification via Prototypical Parts. | Andrea Fedele, Riccardo Guidotti, Dino Pedreschi |
| 2024 | EDBT | A Shape-Based Map Matching Approach for Geographic Transferability of Discriminative Subtrajectories. | Cristiano Landi, Riccardo Guidotti |
| 2024 | EMNLP | Social Bias Probing: Fairness Benchmarking for Language Models. | Marta Marchiori Manerba, Karolina Stanczak, Riccardo Guidotti, Isabelle Augenstein |
| 2024 | ESANN | Enhancing Echo State Networks with Gradient-based Explainability Methods. | Francesco Spinnato, Andrea Cossu, Riccardo Guidotti, Andrea Ceni, Claudio Gallicchio, Davide Bacciu |
| 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 |
| 2024 | IDA | A Frank System for Co-Evolutionary Hybrid Decision-Making. | Federico Mazzoni, Riccardo Guidotti, Alessio Malizia |
| 2024 | QCE | Variational Compression of Circuits for State Preparation. | Alessandro Berti, Giacomo Antonioli, Anna Bernasconi, Gianna M. Del Corso, Riccardo Guidotti, Alessandro Poggiali |
| 2023 | DIS | Interpretable Data Partitioning Through Tree-Based Clustering Methods. | Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni |
| 2023 | DIS | GenFair: A Genetic Fairness-Enhancing Data Generation Framework. | Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri |
| 2023 | DIS | Text to Time Series Representations: Towards Interpretable Predictive Models. | Mattia Poggioli, Francesco Spinnato, Riccardo Guidotti |
| 2023 | ESANN | A Protocol for Continual Explanation of SHAP. | Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu |
| 2023 | ESANN | Quantum Feature Selection with Variance Estimation. | Alessandro Poggiali, Anna Bernasconi, Alessandro Berti, Gianna M. Del Corso, Riccardo Guidotti |
| 2023 | IDA | Geolet: An Interpretable Model for Trajectory Classification. | Cristiano Landi, Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni |
| 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 | AIES | Investigating Debiasing Effects on Classification and Explainability. | Marta Marchiori Manerba, Riccardo Guidotti |
| 2022 | DIS | Interpretable Latent Space to Enable Counterfactual Explanations. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2022 | DIS | Explaining Siamese Networks in Few-Shot Learning for Audio Data. | Andrea Fedele, Riccardo Guidotti, Dino Pedreschi |
| 2022 | DIS | Explaining Crash Predictions on Multivariate Time Series Data. | Francesco Spinnato, Riccardo Guidotti, Mirco Nanni, Daniele Maccagnola, Giulia Paciello, Antonio Bencini Farina |
| 2022 | DSAA | Transparent Latent Space Counterfactual Explanations for Tabular Data. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2022 | LREC | Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset. | Marta Marchiori Manerba, Riccardo Guidotti, Lucia C. Passaro, Salvatore Ruggieri |
| 2022 | PAKDD | Effect of Different Encodings and Distance Functions on Quantum Instance-Based Classifiers. | Alessandro Berti, Anna Bernasconi, Gianna M. Del Corso, Riccardo Guidotti |
| 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 | AIES | Designing Shapelets for Interpretable Data-Agnostic Classification. | Riccardo Guidotti, Anna Monreale |
| 2021 | DIS | Deriving a Single Interpretable Model by Merging Tree-Based Classifiers. | Valerio Bonsignori, Riccardo Guidotti, Anna Monreale |
| 2021 | DIS | Ensemble of Counterfactual Explainers. | Riccardo Guidotti, Salvatore Ruggieri |
| 2021 | EDBT | City Indicators for Mobility Data Mining. | Mirco Nanni, Agnese Bonavita, Riccardo Guidotti |
| 2021 | ISCC | Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. | Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo |
| 2020 | AAAI | Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations. | Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi |
| 2020 | DIS | Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars. | Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri |
| 2020 | EDBT | Self-Adapting Trajectory Segmentation. | Agnese Bonavita, Riccardo Guidotti, Mirco Nanni |
| 2020 | EDBT | Data-Driven Location Annotation for Fleet Mobility Modeling. | Riccardo Guidotti, Mirco Nanni, Francesca Sbolgi |
| 2020 | ICDM | Data-Agnostic Local Neighborhood Generation. | Riccardo Guidotti, Anna Monreale |
| 2020 | MDM | Crash Prediction and Risk Assessment with Individual Mobility Networks. | Riccardo Guidotti, Mirco Nanni |
| 2020 | SIGIR | Explaining Explanation Methods. | Riccardo Guidotti |
| 2019 | AAAI | Meaningful Explanations of Black Box AI Decision Systems. | Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini |
| 2019 | FM | "Know Thyself" How Personal Music Tastes Shape the Last.Fm Online Social Network. | Riccardo Guidotti, Giulio Rossetti |
| 2019 | IJCNN | On The Stability of Interpretable Models. | Riccardo Guidotti, Salvatore Ruggieri |
| 2019 | PAKDD | Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers. | Riccardo Guidotti, Anna Monreale, Leonardo Cariaggi |
| 2018 | DSAA | Learning Data Mining. | Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo |
| 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 | 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 | CP | Find Your Way Back: Mobility Profile Mining with Constraints. | Lars Kotthoff, Mirco Nanni, Riccardo Guidotti, Barry O'Sullivan |
| 2015 | DSAA | Behavioral entropy and profitability in retail. | Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli |
| 2015 | ICDE | Managing travels with PETRA: The Rome use case. | Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi |
| 2015 | SEFM | Towards a Boosted Route Planner Using Individual Mobility Models. | Riccardo Guidotti, Paolo Cintia |
| 2014 | SEFM | Retrieving Points of Interest from Human Systematic Movements. | Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti |