Application of interpretable machine learning for early prediction

Electronics, Free Full-Text

MLCon Talk: First Steps to Interpretable Machine Learning from MLCon, Machine Learning Conference

The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review - ScienceDirect

Interpretable machine learning for building energy management: A state-of-the-art review - ScienceDirect

Why Are We Using Black Box Models in AI When We Don't Need To? A Lesson From an Explainable AI Competition · Issue 1.2, Fall 2019

Sensors, Free Full-Text

Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study. - Abstract - Europe PMC

Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study. - Abstract - Europe PMC

Prediction accuracy vs. interpretability for some learning techniques.