2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LO2026★ 1 cited
Generalizing Logic-based Explanations for Machine Learning Classifiers via Optimization
Francisco Mateus Rocha Filho, Ajalmar Rêgo da Rocha Neto, Thiago Alves Rocha
Machine learning models support decision-making, yet the reasons behind their predictions are opaque. Clear and reliable explanations help users make informed decisions and avoid b…
cs.AI2024★ 2 cited
Logic-based Explanations for Linear Support Vector Classifiers with Reject Option
Francisco Mateus Rocha Filho, Thiago Alves Rocha, Reginaldo Pereira Fernandes Ribeiro +1
Support Vector Classifier (SVC) is a well-known Machine Learning (ML) model for linear classification problems. It can be used in conjunction with a reject option strategy to rejec…