A divergence-based pruning approach for tree selection in continuous data streams (2025)
- Authors:
- Autor USP: SILVA, DIEGO FURTADO - ICMC
- Unidade: ICMC
- DOI: 10.54808/ICSIT2025.01.90
- Subjects: APRENDIZADO COMPUTACIONAL; ANÁLISE DE SÉRIES TEMPORAIS
- Keywords: Random Forest; Data Stream Classification; Decision Tree; Pruning Tree; Divergence Measure
- Language: Inglês
- Imprenta:
- Publisher: International Institute of Informatics and Systemics - IIIS
- Publisher place: Winter Garden
- Date published: 2025
- Source:
- Título: Proceedings
- ISSN: 2771-6368
- Conference titles: International Conference on Society and Information Technologies - ICSIT
- Este periódico é de assinatura
- Este artigo NÃO é de acesso aberto
- Cor do Acesso Aberto: closed
-
ABNT
SANTOS, Danilo Rodrigues dos e SILVA, Diego Furtado. A divergence-based pruning approach for tree selection in continuous data streams. 2025, Anais.. Winter Garden: International Institute of Informatics and Systemics - IIIS, 2025. Disponível em: https://doi.org/10.54808/ICSIT2025.01.90. Acesso em: 24 dez. 2025. -
APA
Santos, D. R. dos, & Silva, D. F. (2025). A divergence-based pruning approach for tree selection in continuous data streams. In Proceedings. Winter Garden: International Institute of Informatics and Systemics - IIIS. doi:10.54808/ICSIT2025.01.90 -
NLM
Santos DR dos, Silva DF. A divergence-based pruning approach for tree selection in continuous data streams [Internet]. Proceedings. 2025 ;[citado 2025 dez. 24 ] Available from: https://doi.org/10.54808/ICSIT2025.01.90 -
Vancouver
Santos DR dos, Silva DF. A divergence-based pruning approach for tree selection in continuous data streams [Internet]. Proceedings. 2025 ;[citado 2025 dez. 24 ] Available from: https://doi.org/10.54808/ICSIT2025.01.90 - Proceedings of 21st National Meeting on Artificial and Computational Intelligence
- Classificação de séries temporais por similaridade e extração de atributos com aplicação na identificação automática de insetos
- Enhancing random forest for continuous data streams using divergence measures to select decision trees
- Noisy self-training with data augmentations for offensive and hate speech detection tasks
- Large scale similarity-based time series mining
- Unsupervised feature based algorithms for time series extrinsic regression
- Evaluating sentiment quantification methods in brazilian portuguese corpora
- A new time series framework for forest fire risk forecasting and classification
- Large-scale similarity-based time series mining
- Peabiru Paths DTW: desmistificando os caminhos para o alinhamento geométrico, físico e consistente entre sísmica e poço
Informações sobre o DOI: 10.54808/ICSIT2025.01.90 (Fonte: oaDOI API)
Download do texto completo
| Tipo | Nome | Link | |
|---|---|---|---|
| 3246726.pdf |
How to cite
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
