Craig Pirie

According to our database, Craig Pirie authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Understanding Disagreement Between Humans and Machines in XAI: Robustness, Fidelity, and Region-Based Explanations in Automatic Neonatal Pain Assessment.

Craig Pirie, Leonardo Antunes Ferreira, Gabriel de Almeida Sá Coutrin, Lucas Pereira Carlini, Carlos Francisco Moreno-García, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz, Rafael Nobre Orsi, Nirmalie Wiratunga

Proceedings of the Explainable Artificial Intelligence, 2025

Towards Ensemble Explanation Strategies and Solving the Disagreement Problem in XAI.

Craig Pirie

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

2024

A Survey of AI-Powered Mini-Grid Solutions for a Sustainable Future in Rural Communities.

Craig Pirie, Harsha Kalutarage, Muhammad Shadi Hajar, Nirmalie Wiratunga, Subodha Charles, Geeth Sandaru Madhushan, Priyantha Buddhika, Supun Wijesiriwardana, Akila Dimantha, Kithdara Hansamal, Shalitha Pathiranage

CoRR, 2024

Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform.

Marta Caro-Martínez, Anne Liret, Belén Díaz-Agudo, Juan A. Recio-García, Jesus M. Darias, Nirmalie Wiratunga, Anjana Wijekoon, Kyle Martin, Ikechukwu Nkisi-Orji, David Corsar, Chamath Palihawadana, Craig Pirie, Derek G. Bridge, Preeja Pradeep, Bruno Fleisch

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

2023

AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics.

Craig Pirie, Nirmalie Wiratunga, Anjana Wijekoon, Carlos Francisco Moreno-García

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

2022

Explainable Weather Forecasts Through an LSTM-CBR Twin System.

Craig Pirie, Malavika Suresh, Pedram Salimi, Chamath Palihawadana, Gayani Nanayakkara

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Explaining and Upsampling Anomalies in Time-Series Sensor Data.

Craig Pirie

Proceedings of the Doctoral Consortium Proceedings of the 30th International Conference on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Image Pre-processing and Segmentation for Real-Time Subsea Corrosion Inspection.

Craig Pirie, Carlos Francisco Moreno-García

Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021