Valentina Ghidini

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Ensemble Learning

Multiple Classifiers

Image Classification

Diversity Measures

Top Venues

Comput. Stat. Data Anal.

Publications

Valentina Ghidini
Statistics and explainability: a fruitful alliance. CoRR (2024)
Valentina Ghidini, Michael D. Multerer, Jacopo Quizi, Rohan Sen
Observation-specific explanations through scattered data approximation. CoRR (2024)
Valentina Ghidini
The Xi Method: Unlocking the Mysteries of Regression with Statistics. xAI (1) (2023)
Emanuele Borgonovo, Valentina Ghidini, Roman Hahn, Elmar Plischke
Explaining classifiers with measures of statistical association. Comput. Stat. Data Anal. 182 (2023)
Valentina Ghidini, Alan Perotti, Rossano Schifanella
Quantitative and Ontology-Based Comparison of Explanations for Image Classification. LOD (2019)