Accepted Papers

The following papers have been accepted for presentation at the workshop:

LONG PAPERS

• Xinghan Liu and Emiliano Lorini: "Logics for Binary-input Classifiers and Their Explanations"

• Daniele Fossemò, Filippo Mignosi, Luca Raggioli, Matteo Spezialetti and Fabio D'Asaro: "Using Inductive Logic Programming to globally approximate Neural Networks for preference learning: challenges and preliminary results"

• Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli and Andrea Cosentini: "Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation"

• Melissa Antonelli: "Two Remarks on Counting Propositional Logic"

• Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio and Mario Mezzanzanica: "Towards Fairness Through Time"

• Giuseppe Primiero and Fabio Aurelio D'Asaro: "Proof-checking bias in labeling methods"

SHORT PAPERS

• Mattia Petrolo and Ekaterina Kubyshkina: "Reasoning about algorithmic opacity"

• Serge Dolgikh: "Fairness and Bias in Learning Systems: a Generative Perspective"

• Alexander Berman, Ellen Breitholtz, Christine Howes and Jean-Philippe Bernardy: "Explaining predictions with enthymematic counterfactuals information"

• Aleks Knoks and Thomas Raleigh: "XAI and philosophical work on explanation: A survey"

• Silvana Badaloni and Antonio Rodà: "Gender knowledge and Artificial Intelligence"

• Andrea Apicella, Francesco Isgrò and Roberto Prevete: "XAI approach for addressing the dataset shift problem: BCI as a case study"

• Muhammad Suffian and Alessandro Bogliolo: "Investigation and Mitigation of Bias in Explainable AI"