openalexOpen MIND2026-07-23
Utilizing Concept Ontologies for Designing Neural Network-Based Classifiers
Deep neural networks have achieved substantial success in image, text, and signal analysis, but their advantage is less consistent for heterogeneous tabular data, where tree-based ensemble methods often remain strong baselines. This study proposes CANON (Cross-Attention Neuro-sym…