Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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1 |
Material Type: Tese de Doutorado
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Unsupervised Learning Approaches for Non-Stationary Data StreamsGarcia, Kemilly DearoBiblioteca Digital de Teses e Dissertações da USP; Universidade de São Paulo; Instituto de Ciências Matemáticas e de Computação 2021-04-16Acesso online |
2 |
Material Type: Artigo de Congresso
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Unsupervised domain adaptation for human activity recognitionPaulo Barbosa Kemilly Dearo Garcia; João Mendes Moreira; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Intelligent Data Engineering and Automated Learning - IDEAL (19. 2018 Madrid)Lecture Notes in Computer Science Cham : Springer v. 11314, p. 623-630, 2018Cham Springer 2018Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2935897 )(Acessar) |
3 |
Material Type: Artigo de Congresso
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A cluster-based prototype reduction for online classificationKemilly Dearo Garcia André Carlos Ponce de Leon Ferreira de Carvalho; João Mendes Moreira; International Conference on Intelligent Data Engineering and Automated Learning - IDEAL (19. 2018 Madrid)Lecture Notes in Computer Science Cham : Springer v. 11314, p. 603-610, 2018Cham Springer 2018Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2935861 )(Acessar) |
4 |
Material Type: Artigo de Congresso
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Online clustering for novelty detection and concept drift in data streamsKemilly Dearo Garcia Mannes Poel; Joost N Kok; André Carlos Ponce de Leon Ferreira de Carvalho; EPIA Conference on Artificial Intelligence - EPIA (19. 2019 Vila Real, Portugal)Lecture Notes in Artificial Intelligence Cham : Springer v. 11805, p. 448-459, 2019Cham Springer 2019Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2968902 )(Acessar) |
5 |
Material Type: Artigo de Congresso
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A study on hyperparameter configuration for human activity recognitionKemilly Dearo Garcia Tiago Carvalho; João Mendes Moreira; João M. P Cardoso; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Soft Computing Models in Industrial and Environmental Applications - SOCO (14. 2019 Seville)Advances in Intelligent Systems and Computing Cham : Springer v. 950, p. 47-56, 2020Cham Springer 2020Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2942050 )(Acessar) |
6 |
Material Type: Artigo de Congresso
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Ensemble clustering for novelty detection in data streamsKemilly Dearo Garcia Elaine Ribeiro de Faria; Cláudio Rebelo de Sá; João Mendes-Moreira; Charu C Aggarwal; André Carlos Ponce de Leon Ferreira de Carvalho; Joost N Kok; International Conference on Discovery Science - DS (22. 2019 Split, Croatia)Lecture Notes in Artificial Intelligence Cham : Springer v. 11828, p. 460-470, 2019Cham Springer 2019Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-2985642 )(Acessar) |
7 |
Material Type: Artigo
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An ensemble of autonomous auto-encoders for human activity recognitionKemilly Dearo Garcia Cláudio Rebelo de Sá; Mannes Poel; Tiago de Carvalho; João Mendes-Moreira; João Manuel Paiva Cardoso; André Carlos Ponce de Leon Ferreira de Carvalho; Joost N KokNeurocomputing Amsterdam : Elsevier v. 439, p. 271-280, June 2021Amsterdam 2021Localização: ICMC - Inst. Ciên. Mat. Computação (PROD-3017817 )(Acessar) |