Datasets for supporting the fuzzy-accelerated explainable deep learning framework

Figshare 2026 Dataset Open access

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Authors: W Diao
DOI: 10.6084/m9.figshare.31331752
Cited by: 0

Abstract

This Excel file contains the complete raw data, engineered features, fuzzy membership values, rule activations, model training logs, evaluation metrics, interpretability alignment results, counterfactual analyses, computational efficiency measures, hyperparameters, and reproducibility details supporting the proposed fuzzy-accelerated explainable deep learning framework.

Fields of Study & Subjects

Explainable Artificial Intelligence (XAI) Fuzzy Logic and Control Systems Machine Learning and Data Classification

Publication details

Journal / source
Figshare
Publication date
1 January 2026
Language
EN
Document type
Dataset