Unified time series classification framework for explainable artificial intelligence
Abstract The growing complexity of machine learning (ML) models has made their decision-making processes increasingly opaque, posing a critical challenge in high-stakes domains where trust, transparency, and accountability are essential. While Explainable Artificial Intelligence (XAI) techniques att...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Nature Portfolio
2026-04-01
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| coleção: | Scientific Reports |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1038/s41598-026-49467-2 |
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