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Visual active learning for labeling: A case for soundscape ecology data

Hilasaca, Liz Huancapaza; Ribeiro, Milton Cezar [UNESP]; Minghim, Rosane

Made available in DSpace on 2022-05-01T06:02:14Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-07-01; Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP); Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq); Labeling of samples is a recurrent and time-consuming task in data analysis and machine learning and yet generally overlooked in terms of visual analytics approaches to im...

Date: 2022   |   Origin: Oasisbr






Visualization and categorization of ecological acoustic events based on discrim...

Huancapaza Hilasaca, Liz Maribel; Gaspar, Lucas Pacciullio [UNESP]; Ribeiro, Milton Cezar [UNESP]; Minghim, Rosane

Made available in DSpace on 2021-06-25T11:10:42Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-01-01; Although sound classification in soundscape studies are generally performed by experts, the large growth of acoustic data presents a major challenge for performing such task. At the same time, the identification of more discriminating features becomes crucial when analyzing soundscapes, and this occurs ...

Date: 2021   |   Origin: Oasisbr



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