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When less is more powerful: Shapley value attributed ablation with augmented learning for practical time series sensor data classification
Time series sensor data classification tasks often suffer from training data scarcity issue due to the expenses associated with the expert-intervened annotation efforts. For example, Electrocardiogram (ECG) data classification for cardio-vascular disease (CVD) detection requires expensive labeling p...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9683574/ https://www.ncbi.nlm.nih.gov/pubmed/36417477 http://dx.doi.org/10.1371/journal.pone.0277975 |