Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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1 |
Material Type: Book
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Handbook Of Pattern Recognition And Computer Vision (3rd Edition)Patrick S P Wang ; Chi Hau ChenSingapore: World Scientific Publishing Company 2005Full text available |
2 |
Material Type: Conference Paper
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Hyper-parameter tuning of a decision tree induction algorithmRafael G Mantovani Tomás Horváth; Ricardo Cerri; Joaquin Vanschoren; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (5. 2016 Recife)Proceedings Piscataway : IEEE, 2016Piscataway IEEE 2016Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2807734 )(GetIt) |
3 |
Material Type: Conference Paper
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Anomaly detection through temporal abstractions on intensive care data position paperGiovana Jaskulski Gelatti André Carlos Ponce de Leon Ferreira de Carvalho; Pedro Pereira Rodrigues; International Symposium on Computer-Based Medical Systems - CBMS (30. 2017 Thessaloniki)Proceedings Los Alamitos : IEEE, 2017Los Alamitos IEEE 2017Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2865281 )(GetIt) |
4 |
Material Type: Conference Paper
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Multi-label feature selection techniques for hierarchical multi-label protein function predictionRicardo Cerri Rafael G Mantovani; Márcio P Basgalupp; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Networks - IJCNN (2018 Rio de Janeiro)Proceedings Piscataway : IEEE, 2018Piscataway IEEE 2018Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2908714 )(GetIt) |
5 |
Material Type: Article
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A meta-learning recommender system for hyperparameter tuning predicting when tuning improves SVM classifiersRafael G Mantovani André Luis Debiaso Rossi; Edesio Alcobaça; Joaquin Vanschoren; André Carlos Ponce de Leon Ferreira de CarvalhoInformation Sciences New York : Elsevier v. 501, p. 193-221, Oct. 2019New York 2019Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2948367 )(GetIt) |
6 |
Material Type: Conference Paper
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Evaluating clustering meta-features for classifier recommendationLuís Paulo Faina Garcia Felipe Campelo; Guilherme N Ramos; Adriano Rivolli; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (10. 2021 Virtual Event)Lecture Notes in Artificial Intelligence Cham : Springer v. 13073, p. 453-467, 2021Cham Springer 2021Available at ICMC - Inst. Ciên. Mat. Computação (PROD-3052785 )(GetIt) |
7 |
Material Type: Article
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An extensive experimental evaluation of automated machine learning methods for recommending classification algorithmsMárcio Porto Basgalupp Rodrigo Coelho Barros; Alex Guimarães Cardoso de Sá; Gisele Lobo Pappa; Rafael Gomes Mantovani; André Carlos Ponce de Leon Ferreira de Carvalho; Alex A FreitasEvolutionary Intelligence Heidelberg v. 14, n. 4, p. 1895-1914, Dec. 2021Heidelberg 2021Available at ICMC - Inst. Ciên. Mat. Computação (PROD-3003606 )(GetIt) |