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Riccardo Guidotti

10 papers at tracked venues · 2 at CORE A* · active 2024–2026

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Venues

ECML-PKDD ×3AAAI ×2ECAI ×2EDBT ×1EMNLP ×1ICDM ×1

Frequent coauthors

Mattia Setzu
×3
Francesco Spinnato
×2
Anna Monreale
×2
Fosca Giannotti
×2
Dino Pedreschi
×2
Alessio Cascione
×2
Cristiano Landi
×2
Giacomo Fidone
×1
Lucia C. Passaro
×1
Luca Corbucci
×1
Javier Alejandro Borges Legrottaglie
×1
Simone Piaggesi
×1

Papers

  1. Evaluating Online Moderation via LLM-Powered Counterfactual Simulations
    AAAI 2026 ·
    Giacomo Fidone
    ,
    Lucia C. Passaro
    , Riccardo Guidotti
  2. An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items
    ECAI 2025 ·
    Luca Corbucci
    ,
    Javier Alejandro Borges Legrottaglie
    ,
    Francesco Spinnato
    ,
    Anna Monreale
    , Riccardo Guidotti
  3. Explanations Go Linear: Post-Hoc Explainability for Tabular Data with Interpretable Meta-Encoding
    ICDM 2025 ·
    Simone Piaggesi
    , Riccardo Guidotti,
    Fosca Giannotti
    ,
    Dino Pedreschi
  4. Group Explainability Through Local Approximation
    ECAI 2025 ·
    Mattia Setzu
    , Riccardo Guidotti,
    Dino Pedreschi
    ,
    Fosca Giannotti
  5. Interpretable Instance-Based Learning Through Pairwise Distance Trees
    ECML-PKDD 2025 ·
    Andrea Fedele
    ,
    Alessio Cascione
    , Riccardo Guidotti,
    Cristiano Landi
  6. MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series
    ECML-PKDD 2025 ·
    Dawid Pludowski
    ,
    Francesco Spinnato
    ,
    Piotr Wilczynski
    ,
    Krzysztof Kotowski
    ,
    Evridiki Vasileia Ntagiou
    , Riccardo Guidotti,
    Przemyslaw Biecek
  7. A Shape-Based Map Matching Approach for Geographic Transferability of Discriminative Subtrajectories
    EDBT 2024 ·
    Cristiano Landi
    , Riccardo Guidotti
  8. Data-Agnostic Pivotal Instances Selection for Decision-Making Models
    ECML-PKDD 2024 ·
    Alessio Cascione
    ,
    Mattia Setzu
    , Riccardo Guidotti
  9. Generative Model for Decision Trees
    AAAI 2024 · Riccardo Guidotti,
    Anna Monreale
    ,
    Mattia Setzu
    ,
    Giulia Volpi
  10. Social Bias Probing: Fairness Benchmarking for Language Models
    EMNLP 2024 ·
    Marta Marchiori Manerba
    ,
    Karolina Stanczak
    , Riccardo Guidotti,
    Isabelle Augenstein