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Riccardo Guidotti

university of pisa

28H-index
186Paper Count
9.6KCitation Count
Published Papers 38
Publication Date
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Unsupervised and Interpretable Detection of User Personalities in Online Social Networks
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errCascione, Alessio; Pollacci, Laura; Guidotti, Riccardo
errShare
errSave
An Interpretable Data-Driven Approach for Modeling Toxic Users via Feature Extraction
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errPollacci, Laura; Gneri, Jacopo; Guidotti, Riccardo
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errSave
Interpretable Instance-Based Learning Through Pairwise Distance Trees
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT IV
IF0
err2026-01-01
err0
errOAAI
errFedele, Andrea; Cascione, Alessio; Guidotti, Riccardo; Landi, Cristiano
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errSave
MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT IV
IF0
err2026-01-01
err0
errOAAI
errPludowski, Dawid; Spinnato, Francesco; Wilczynski, Piotr; Kotowski, Krzysztof; Ntagiou, Evridiki Vasileia; Guidotti, Riccardo; Biecek, Przemyslaw
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errSave
Balancing Fairness and Interpretability in Clustering with FairParTree
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err0
errOAAI
errLandi, Cristiano; Cascione, Alessio; Manerba, Marta Marchiori; Guidotti, Riccardo
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errSave
Enhancing randomized recurrent neural networks with explainable attribution methods
errNeurocomputing
IF6.5
err2025-12-03
err0
PREAI
errFrancesco Spinnato; Andrea Ceni; Andrea Cossu; Riccardo Guidotti; Claudio Gallicchio; Davide Bacciu
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errSave
SafeGen: safeguarding privacy and fairness through a genetic method
errMachine Learning
IF2.9
err2025-09-08
err0
errOAAI
errMartina Cinquini; Marta Marchiori Manerba; Federico Mazzoni; Francesca Pratesi; Riccardo Guidotti
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errSave
Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification
errMachine Learning
IF2.9
err2025-09-04
err0
PREAI
errGuido Gagliardi; Antonio Luca Alfeo; Riccardo Guidotti; Mario G. C. A. Cimino
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errSave
Corrections to “A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods”
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errMartina Cinquini; Karima Makhlouf; Jay Jawale; Sami Zhioua; Catuscia Palamidessi; Riccardo Guidotti
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errSave
Quantum subroutine for variance estimation: algorithmic design and applications
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2024-11-14
err1
errOAAI
errBernasconi, Anna; Berti, Alessandro; Del Corso, Gianna M.; Guidotti, Riccardo; Poggiali, Alessandro
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errSave
The role of encodings and distance metrics for the quantum nearest neighbor
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2024-09-17
err1
errOAAI
errBerti, Alessandro; Bernasconi, Anna; Del Corso, Gianna M.; Guidotti, Riccardo
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errSave
Drifting explanations in continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
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errSave
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
errINFORMATION FUSION
IF15.5
err2024-06-01
err49
errOAAI
errLongo, Luca; Brcic, Mario; Cabitza, Federico; Choi, Jaesik; Confalonieri, Roberto; Del Ser, Javier; Guidotti, Riccardo; Hayashi, Yoichi; Herrera, Francisco; Holzinger, Andreas; Jiang, Richard; Khosravi, Hassan; Lecue, Freddy; Malgieri, Gianclaudio; Paez, Andres; Samek, Wojciech; Schneider, Johannes; Speith, Timo; Stumpf, Simone
errShare
errSave
Explaining Siamese networks in few-shot learning
errMACHINE LEARNING
IF2.9
err2024-04-29
err4
errOAAI
errFedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino
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errSave
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification
errDIAGNOSTICS
IF3.3
err2024-04-02
err5
errOAAI
errMetta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca
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errSave
Counterfactual and Prototypical Explanations for Tabular Data via Interpretable Latent Space
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errPiaggesi, Simone; Bodria, Francesco; Guidotti, Riccardo; Giannotti, Fosca; Pedreschi, Dino
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errSave
Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSpinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco
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errSave
Solving imbalanced learning with outlier detection and features reduction
errMACHINE LEARNING
IF2.9
err2023-12-07
err0
errOAAI
errLusito, Salvatore; Pugnana, Andrea; Guidotti, Riccardo
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errSave
Understanding Any Time Series Classifier with a Subsequence-based Explainer
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-11-13
err4
errOAAI
errSpinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco; Pedreschi, Dino; Giannotti, Fosca
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errSave
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
errINFORMATION FUSION
IF15.5
err2023-11-01
err290
errOAAI
errAli, Sajid; Abuhmed, Tamer; El-Sappagh, Shaker; Muhammad, Khan; Alonso-Moral, Jose M.; Confalonieri, Roberto; Guidotti, Riccardo; Del Ser, Javier; Diaz-Rodriguez, Natalia; Herrera, Francisco
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Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
A
Albert-Ĺaszló Barabási
H-index: 150 · Papers: 662
A
Alex Pentland
H-index: 122 · Papers: 997
A
Alessandro Vespignani
H-index: 121 · Papers: 563
D
Dirk Helbing
H-index: 101 · Papers: 743
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