A new approach based on association rules to add explainability to time series forecasting models
Author:
Funder
Ministerio de Ciencia e Innovación
MICINN
Junta de Andalucía
Publisher
Elsevier BV
Subject
Hardware and Architecture,Information Systems,Signal Processing,Software
Reference50 articles.
1. Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review two showcases and beyond;Yang;Inf. Fusion,2022
2. Explanation in artificial intelligence: Insights from the social sciences;Miller;Artificial Intelligence,2019
3. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI;Barredo-Arrieta;Inf. Fusion,2020
4. Explainable Artificial Intelligence (XAI) on time series data: A survey;Rojat,2021
5. Stop explaining black box machine learning models for high stakes decisions and use interpretable models;Rudin;Nat. Mach. Intell.,2018
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