Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review

28 January 2025

Papers citing "Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review"

5 / 5 papers shown

Title
Towards Responsible and Trustworthy Educational Data Mining: Comparing Symbolic, Sub-Symbolic, and Neural-Symbolic AI Methods Danial Hooshyar Eve Kikas Yeongwook Yang Gustav Šír Raija Hamalainen T. Karkkainen Roger Azevedo 51 1 0 01 Apr 2025
Evaluating Machine Learning Models against Clinical Protocols for Enhanced Interpretability and Continuity of Care Christel Sirocchi Muhammad Suffian Federico Sabbatini Alessandro Bogliolo Sara Montagna 14 0 0 05 Nov 2024
ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups Jingyu Hu Jun Hong Mengnan Du Weiru Liu 16 0 0 02 Oct 2024
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping Christel Sirocchi Martin Urschler Bastian Pfeifer 22 2 0 27 Apr 2024
Large language models as oracles for instantiating ontologies with domain-specific knowledge Giovanni Ciatto Andrea Agiollo Matteo Magnini Andrea Omicini 29 7 0 05 Apr 2024