GUIDOTTI, RICCARDO Statistiche
GUIDOTTI, RICCARDO
DIPARTIMENTO DI INFORMATICA
Enhancing randomized recurrent neural networks with explainable attribution methods
2026-01-01 Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D.
An Interpretable Data-Driven Approach for Modeling Toxic Users via Feature Extraction
2025-01-01 Pollacci, L.; Gneri, J.; Guidotti, R.
An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items
2025-01-01 Corbucci, Luca; Borges Legrottaglie, Javier Alejandro; Spinnato, Francesco; Monreale, Anna; Guidotti, Riccardo
Balancing Fairness and Interpretability in Clustering with FairParTree
2025-01-01 Landi, C.; Cascione, A.; Manerba, M. M.; Guidotti, R.
Bridging the Gap in Hybrid Decision-Making Systems
2025-01-01 Pellungrini, R.; Mazzoni, F.; Guidotti, R.
Causal Synthetic Data Generation in Recruitment
2025-01-01 Iommi, Andrea; Mastropietro, Antonio; Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore
Evaluating Online Moderation Via LLM-Powered Counterfactual Simulations
2025-01-01 Fidone, Giacomo; Passaro, Lucia; Guidotti, Riccardo
Group Explainability Through Local Approximation
2025-01-01 Setzu, M.; Guidotti, R.; Pedreschi, D.; Giannotti, F.
Implicit Neural Decision Trees
2025-01-01 Spinnato, Francesco; Mastropietro, Antonio; Guidotti, Riccardo
Interpretable Instance-Based Learning Through Pairwise Distance Trees
2025-01-01 Fedele, Andrea; Cascione, Alessio; Guidotti, Riccardo; Landi, Cristiano
Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification
2025-01-01 Cascione, Alessio; Setzu, Mattia; Galatolo, Federico A.; Cimino, Mario G. C. A.; Guidotti, Riccardo
MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series
2025-01-01 Płudowski, Dawid; Spinnato, Francesco; Wilczyński, Piotr; Kotowski, Krzysztof; Ntagiou, Evridiki Vasileia; Guidotti, Riccardo; Biecek, Przemysław
Multivariate Asynchronous Shapelets for Imbalanced Car Crash Predictions
2025-01-01 Bianchi, Mario; Spinnato, Francesco; Guidotti, Riccardo; Maccagnola, Daniele; Bencini Farina, Antonio
Shape-based methods in mobility data analysis: effectiveness and limitations
2025-01-01 Landi, Cristiano; Guidotti, Riccardo
This Sounds Like That: Explainable Audio Classification via Prototypical Parts
2025-01-01 Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino
Treemob: Expressive Mobility Data Representation Through Tree-Based Structures
2025-01-01 Fioravanti, Marta; Cappuccio, Eleonora; Rinzivillo, Salvatore; Guidotti, Riccardo
Unsupervised and Interpretable Detection of User Personalities in Online Social Networks
2025-01-01 Cascione, A.; Pollacci, L.; Guidotti, R.
A Frank System for Co-Evolutionary Hybrid Decision-Making
2024-01-01 Mazzoni, Federico; Guidotti, Riccardo; Malizia, Alessio
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification
2024-01-01 Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca
Causality-Aware Local Interpretable Model-Agnostic Explanations
2024-01-01 Cinquini, Martina; Guidotti, Riccardo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Enhancing randomized recurrent neural networks with explainable attribution methods | 1-gen-2026 | Spinnato, F.; Ceni, A.; Cossu, A.; Guidotti, R.; Gallicchio, C.; Bacciu, D. | |
| An Interpretable Data-Driven Approach for Modeling Toxic Users via Feature Extraction | 1-gen-2025 | Pollacci, L.; Gneri, J.; Guidotti, R. | |
| An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items | 1-gen-2025 | Corbucci, Luca; Borges Legrottaglie, Javier Alejandro; Spinnato, Francesco; Monreale, Anna; Guidotti, Riccardo | |
| Balancing Fairness and Interpretability in Clustering with FairParTree | 1-gen-2025 | Landi, C.; Cascione, A.; Manerba, M. M.; Guidotti, R. | |
| Bridging the Gap in Hybrid Decision-Making Systems | 1-gen-2025 | Pellungrini, R.; Mazzoni, F.; Guidotti, R. | |
| Causal Synthetic Data Generation in Recruitment | 1-gen-2025 | Iommi, Andrea; Mastropietro, Antonio; Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore | |
| Evaluating Online Moderation Via LLM-Powered Counterfactual Simulations | 1-gen-2025 | Fidone, Giacomo; Passaro, Lucia; Guidotti, Riccardo | |
| Group Explainability Through Local Approximation | 1-gen-2025 | Setzu, M.; Guidotti, R.; Pedreschi, D.; Giannotti, F. | |
| Implicit Neural Decision Trees | 1-gen-2025 | Spinnato, Francesco; Mastropietro, Antonio; Guidotti, Riccardo | |
| Interpretable Instance-Based Learning Through Pairwise Distance Trees | 1-gen-2025 | Fedele, Andrea; Cascione, Alessio; Guidotti, Riccardo; Landi, Cristiano | |
| Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification | 1-gen-2025 | Cascione, Alessio; Setzu, Mattia; Galatolo, Federico A.; Cimino, Mario G. C. A.; Guidotti, Riccardo | |
| MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series | 1-gen-2025 | Płudowski, Dawid; Spinnato, Francesco; Wilczyński, Piotr; Kotowski, Krzysztof; Ntagiou, Evridiki Vasileia; Guidotti, Riccardo; Biecek, Przemysław | |
| Multivariate Asynchronous Shapelets for Imbalanced Car Crash Predictions | 1-gen-2025 | Bianchi, Mario; Spinnato, Francesco; Guidotti, Riccardo; Maccagnola, Daniele; Bencini Farina, Antonio | |
| Shape-based methods in mobility data analysis: effectiveness and limitations | 1-gen-2025 | Landi, Cristiano; Guidotti, Riccardo | |
| This Sounds Like That: Explainable Audio Classification via Prototypical Parts | 1-gen-2025 | Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino | |
| Treemob: Expressive Mobility Data Representation Through Tree-Based Structures | 1-gen-2025 | Fioravanti, Marta; Cappuccio, Eleonora; Rinzivillo, Salvatore; Guidotti, Riccardo | |
| Unsupervised and Interpretable Detection of User Personalities in Online Social Networks | 1-gen-2025 | Cascione, A.; Pollacci, L.; Guidotti, R. | |
| A Frank System for Co-Evolutionary Hybrid Decision-Making | 1-gen-2024 | Mazzoni, Federico; Guidotti, Riccardo; Malizia, Alessio | |
| Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification | 1-gen-2024 | Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca | |
| Causality-Aware Local Interpretable Model-Agnostic Explanations | 1-gen-2024 | Cinquini, Martina; Guidotti, Riccardo |