BOOK-CHAPTER
Evaluating Neighbor Explainability for Graph Neural Networks
Oscar LlorenteRana FawzyJared KeownMichal HoremuzPéter VadernaSándor LakiRoland KotroczóRita CsomaJános Márk Szalai-Gindl
Year: 2024 Communications in computer and information science Pages: 383-402 Publisher: Springer Science+Business Media
Keywords:
Computer science Graph Artificial intelligence Theoretical computer science
Metrics
0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
18
Refs
0.23
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Topics
Explainable Artificial Intelligence (XAI)
Physical Sciences → Computer Science → Artificial Intelligence
Advanced Graph Neural Networks
Physical Sciences → Computer Science → Artificial Intelligence
Machine Learning in Healthcare
Physical Sciences → Computer Science → Artificial Intelligence
Related Documents
JOURNAL ARTICLE
Evaluating explainability for graph neural networks
Chirag AgarwalOwen QueenHimabindu LakkarajuMarinka Žitnik
Journal: Scientific Data Year: 2023 Vol: 10 (1)
JOURNAL ARTICLE
Explainability graph neural networks with nearest neighbor estimate interpretations
Journal: Neural Computing and Applications Year: 2025 Vol: 37 (20)Pages: 15891-15922
DISSERTATION
Explainability in Graph Neural Networks
University: UNSWorks (University of New South Wales, Sydney, Australia) Year: 2022
BOOK-CHAPTER
On Glocal Explainability of Graph Neural Networks
Lecture notes in computer science Year: 2022 Pages: 648-664