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Combination of Active Learning and Semi-Supervised Learning under a Self-Training Scheme

One of the major aspects affecting the performance of the classification algorithms is the amount of labeled data which is available during the training phase. It is widely accepted that the labeling procedure of vast amounts of data is both expensive and time-consuming since it requires the employm...

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Detalles Bibliográficos
Autores principales: Fazakis, Nikos, Kanas, Vasileios G., Aridas, Christos K., Karlos, Stamatis, Kotsiantis, Sotiris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514320/
http://dx.doi.org/10.3390/e21100988

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