26 citations · 55 across the 16 of their papers we have counts for
16 papers
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…
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…
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…
Robo-CSK-Organizer: Commonsense Knowledge to Organize Detected Objects for Multipurpose Robots
Rafael Hidalgo, Jesse Parron, Aparna S. Varde +1
This paper presents a system called Robo-CSK-Organizer that infuses commonsense knowledge from a classical knowledge based to enhance the context recognition capabilities of robots…
Opinion Mining on Offshore Wind Energy for Environmental Engineering
Isabele Bittencourt, Aparna S. Varde, Pankaj Lal
In this paper, we conduct sentiment analysis on social media data to study mass opinion about offshore wind energy. We adapt three machine learning models, namely, TextBlob, VADER,…
Optical Character Recognition and Transcription of Berber Signs from Images in a Low-Resource Language Amazigh
Levi Corallo, Aparna S. Varde
The Berber, or Amazigh language family is a low-resource North African vernacular language spoken by the indigenous Berber ethnic group. It has its own unique alphabet called Tifin…