A model-agnostic, network theory-based framework for supporting XAI on classifiers
2023 · Expert Systems with Applications · 18 citations
https://doi.org/10.1016/j.eswa.2023.122588
M
Michele Marchetti
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24
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208
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8
h-index
7
i10-index
Michele Marchetti is an academic researcher from Marche Polytechnic University. The author has contributed to research in topics: Complex Network Analysis Techniques & Advanced Neural Network Applications & Explainable Artificial Intelligence (XAI). The author has an h-index of 8, co-authored 21 publications.
ORCID: 0000-0003-3692-3600Papers by this author
worksEfficient token pruning in Vision Transformers using an attention-based Multilayer Network
2025 · Expert Systems with Applications · 8 citations
https://doi.org/10.1016/j.eswa.2025.127449
Adaptive patch selection to improve Vision Transformers through Reinforcement Learning
2025 · Applied Intelligence · 5 citations
https://doi.org/10.1007/s10489-025-06516-z
A network analysis-based framework to understand the representation dynamics of graph neural networks
2023 · Neural Computing and Applications · 3 citations
https://doi.org/10.1007/s00521-023-09181-w
Exploiting knowledge graph communities to fine-tune large language models
2025 · Expert Systems with Applications · 0 citations
https://doi.org/10.1016/j.eswa.2025.129816
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