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R

Riccardo Guidotti

university of pisa

28H指数
186论文数
9.6K被引数
收录论文 38
发表时间
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Unsupervised and Interpretable Detection of User Personalities in Online Social Networks在线社交网络中用户人格的无监督与可解释检测
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errCascione, Alessio; Pollacci, Laura; Guidotti, Riccardo
err分享
err收藏
An Interpretable Data-Driven Approach for Modeling Toxic Users via Feature Extraction基于特征提取的用于建模有害用户的数据驱动可解释方法
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errPollacci, Laura; Gneri, Jacopo; Guidotti, Riccardo
err分享
err收藏
Interpretable Instance-Based Learning Through Pairwise Distance Trees通过成对距离树的可解释实例学习
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
err分享
err收藏
MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time SeriesMASCOTS: 面向时间序列的模型无关符号反事实解释
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
err分享
err收藏
Balancing Fairness and Interpretability in Clustering with FairParTree在聚类中使用FairParTree平衡公平性与可解释性
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err0
errOAAI
errLandi, Cristiano; Cascione, Alessio; Manerba, Marta Marchiori; Guidotti, Riccardo
err分享
err收藏
Enhancing randomized recurrent neural networks with explainable attribution methods增强随机循环神经网络的可解释归因方法
errNeurocomputing
IF6.5
err2025-12-03
err0
PREAI
errFrancesco Spinnato; Andrea Ceni; Andrea Cossu; Riccardo Guidotti; Claudio Gallicchio; Davide Bacciu
err分享
err收藏
SafeGen: safeguarding privacy and fairness through a genetic methodSafeGen: 通过遗传方法保障隐私和公平性
errMachine Learning
IF2.9
err2025-09-08
err0
errOAAI
errMartina Cinquini; Marta Marchiori Manerba; Federico Mazzoni; Francesca Pratesi; Riccardo Guidotti
err分享
err收藏
Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification区域感知的最小反事实规则：一种模型无关的可解释分类方法
errMachine Learning
IF2.9
err2025-09-04
err0
PREAI
errGuido Gagliardi; Antonio Luca Alfeo; Riccardo Guidotti; Mario G. C. A. Cimino
err分享
err收藏
Corrections to “A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods”对“A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods”的更正
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errMartina Cinquini; Karima Makhlouf; Jay Jawale; Sami Zhioua; Catuscia Palamidessi; Riccardo Guidotti
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Drifting explanations in continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
err分享
err收藏
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions可解释人工智能 (XAI) 2.0: 开放挑战和跨学科研究方向的宣言
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
err分享
err收藏
Explaining Siamese networks in few-shot learning
errMACHINE LEARNING
IF2.9
err2024-04-29
err4
errOAAI
errFedele, Andrea; Guidotti, Riccardo; Pedreschi, Dino
err分享
err收藏
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification推进皮肤病学诊断: 用于增强皮肤病变分类的可解释AI
errDIAGNOSTICS
IF3.3
err2024-04-02
err5
errOAAI
errMetta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca
err分享
err收藏
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
err分享
err收藏
Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields具有接收字段袋的快速、可解释和确定性时间序列分类
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSpinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco
err分享
err收藏
Solving imbalanced learning with outlier detection and features reduction通过离群点检测和特征减少解决不平衡学习
errMACHINE LEARNING
IF2.9
err2023-12-07
err0
errOAAI
errLusito, Salvatore; Pugnana, Andrea; Guidotti, Riccardo
err分享
err收藏
Understanding Any Time Series Classifier with a Subsequence-based Explainer使用基于子序列的解释器理解任何时间序列分类器
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
err分享
err收藏
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence可解释的人工智能 (XAI): 我们所知道的和剩下的什么来获得值得信赖的人工智能
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
err分享
err收藏

研究方向

暂无研究方向
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