3 papers
cs.CY2025
Energy Equity, Infrastructure and Demographic Analysis with XAI Methods
Sarahana Shrestha, Aparna S. Varde, Pankaj Lal
This study deploys methods in explainable artificial intelligence (XAI), e.g. decision trees and Pearson's correlation coefficient (PCC), to investigate electricity usage in multip…
cs.LG2025
Geoinformatics-Guided Machine Learning for Power Plant Classification
Blessing Austin-Gabriel, Aparna S. Varde, Hao Liu
This paper proposes an approach in the area of Knowledge-Guided Machine Learning (KGML) via a novel integrated framework comprising CNN (Convolutional Neural Networks) and ViT (Vis…
cs.LG2024
Power Plant Detection for Energy Estimation using GIS with Remote Sensing, CNN & Vision Transformers
Blessing Austin-Gabriel, Cristian Noriega Monsalve, Aparna S. Varde
In this research, we propose a hybrid model for power plant detection to assist energy estimation applications, by pipelining GIS (Geographical Information Systems) having Remote S…