tag : symbolic vs. subsymbolic

Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (WOA 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini

Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (WOA 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

Neuro-symbolic Computation for XAI: Towards a Unified Model (WOA 2020) — Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini

On the integration of symbolic and sub-symbolic techniques for XAI: A survey (Intelligenza Artificiale, 2020) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini

Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (WOA 2019) — Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini

Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines (IDCS 2019) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini