2 papers
cs.LG2024
Explainable AI Approach using Near Misses Analysis
Eran Kaufman, Avivit levy
This paper introduces a novel XAI approach based on near-misses analysis (NMA). This approach reveals a hierarchy of logical 'concepts' inferred from the latent decision-making pro…
cs.IR2024
A Guide to Similarity Measures
Avivit Levy, B. Riva Shalom, Michal Chalamish
Similarity measures play a central role in various data science application domains for a wide assortment of tasks. This guide describes a comprehensive set of prevalent similarity…