[HTML][HTML] Explainability and interpretability in electric load forecasting using machine learning techniques–A review

L Baur, K Ditschuneit, M Schambach, C Kaymakci… - Energy and AI, 2024 - Elsevier
Abstract Electric Load Forecasting (ELF) is the central instrument for planning and
controlling demand response programs, electricity trading, and consumption optimization …

Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023

A Chatzimparmpas, K Kucher… - IEEE Computer Graphics …, 2024 - ieeexplore.ieee.org
Visualization for explainable and trustworthy machine learning remains one of the most
important and heavily researched fields within information visualization and visual analytics …

VisLTR: Visualization-in-the-Loop Table Reasoning

J Hao, Z Liang, C Li, Y Luo, W Zeng - arxiv preprint arxiv:2406.03753, 2024 - arxiv.org
Table reasoning transforms user requirements into corresponding answers according to the
provided table, which is often integrated with natural language interfaces for lay users to …