GUIDOTTI, RICCARDO Statistiche
GUIDOTTI, RICCARDO
DIPARTIMENTO DI INFORMATICA
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
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
Implicit Neural Decision Trees
2025-01-01 Spinnato, Francesco; Mastropietro, Antonio; Guidotti, Riccardo
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
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
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
Counterfactual and Prototypical Explanations for Tabular Data via Interpretable Latent Space
2024-01-01 Piaggesi, Simone; Bodria, Francesco; Guidotti, Riccardo; Giannotti, Fosca; Pedreschi, Dino
Data-Agnostic Pivotal Instances Selection for Decision-Making Models
2024-01-01 Cascione, Alessio; Setzu, Mattia; Guidotti, Riccardo
Drifting explanations in continual learning
2024-01-01 Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
EMERGE - Emergent Awareness from Minimal Collectives
2024-01-01 Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; Stölzle, Maximilian
Enhancing Echo State Networks with Gradient-based Explainability Methods
2024-01-01 Spinnato, Francesco; Cossu, Andrea; Guidotti, Riccardo; Ceni, Andrea; Gallicchio, Claudio; Bacciu, Davide
Explaining Siamese networks in few-shot learning
2024-01-01 Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino
Fast, Interpretable and Deterministic Time Series Classification with a Bag-Of-Receptive-Fields
2024-01-01 Spinnato, F.; Guidotti, R.; Monreale, A.; Nanni, M.
FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers
2024-01-01 Fernandez, Guillermo; Guidotti, Riccardo; Giannotti, Fosca; Setzu, Mattia; Aledo, Juan A.; Gámez, Jose A.; Puerta, Jose M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 | |
| 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 | |
| Implicit Neural Decision Trees | 1-gen-2025 | Spinnato, Francesco; Mastropietro, Antonio; Guidotti, Riccardo | |
| 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 | |
| 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 | |
| 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 | |
| Counterfactual and Prototypical Explanations for Tabular Data via Interpretable Latent Space | 1-gen-2024 | Piaggesi, Simone; Bodria, Francesco; Guidotti, Riccardo; Giannotti, Fosca; Pedreschi, Dino | |
| Data-Agnostic Pivotal Instances Selection for Decision-Making Models | 1-gen-2024 | Cascione, Alessio; Setzu, Mattia; Guidotti, Riccardo | |
| Drifting explanations in continual learning | 1-gen-2024 | Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide | |
| EMERGE - Emergent Awareness from Minimal Collectives | 1-gen-2024 | Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; Stölzle, Maximilian | |
| Enhancing Echo State Networks with Gradient-based Explainability Methods | 1-gen-2024 | Spinnato, Francesco; Cossu, Andrea; Guidotti, Riccardo; Ceni, Andrea; Gallicchio, Claudio; Bacciu, Davide | |
| Explaining Siamese networks in few-shot learning | 1-gen-2024 | Fedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino | |
| Fast, Interpretable and Deterministic Time Series Classification with a Bag-Of-Receptive-Fields | 1-gen-2024 | Spinnato, F.; Guidotti, R.; Monreale, A.; Nanni, M. | |
| FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers | 1-gen-2024 | Fernandez, Guillermo; Guidotti, Riccardo; Giannotti, Fosca; Setzu, Mattia; Aledo, Juan A.; Gámez, Jose A.; Puerta, Jose M. |