Urja Pawar

According to our database, Urja Pawar authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation.

Urja Pawar, Donna O'Shea, Ruairi O'Reilly, Maebh Costello, Christian Beder

IEEE Open J. Comput. Soc., 2024

The Dynamics of Explainability: Diverse Insights from SHAP Explanations using Neighbourhoods.

Urja Pawar, Ruairi O'Reilly, Christian Beder, Donna O'Shea

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

On the Impact of Neighbourhood Sampling to Satisfy Sufficiency and Necessity Criteria in Explainable AI.

Urja Pawar, Christian Beder, Ruairi O'Reilly, Donna O'Shea

Proceedings of the Causal Learning and Reasoning, 2024

2022

Classification of Stress via Ambulatory ECG and GSR Data.

Zachary Dair, Muhammad Muneeb Saad, Urja Pawar, Samantha Dockray, Ruairi O'Reilly

CoRR, 2022

2021

Evaluating Hierarchical Medical Workflows using Feature Importance.

Urja Pawar, Christopher T. Culbert, Ruairi O'Reilly

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Explainable AI in Healthcare.

Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly

Proceedings of the 2020 International Conference on Cyber Situational Awareness, 2020

Incorporating Explainable Artificial Intelligence (XAI) to aid the Understanding of Machine Learning in the Healthcare Domain.

Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019

Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological Data.

P. Nisha, Urja Pawar, Ruairi O'Reilly

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron Network.

Gaurav Kumar, Urja Pawar, Ruairi O'Reilly

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019