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Browsing by Author "Nakano, Felipe Kenji"

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    An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering

    Gharahighehi, Alireza  
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    Nakano, Felipe Kenji  
    ;
    Vens, Celine  
    Proceedings paper
    2023, Intelligent Systems Conference (IntelliSys), SEP 01-02, 2022, p.531-545
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    BELLATREX: Building Explanations Through a LocaLly AccuraTe Rule EXtractor

    Dedja, Klest  
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    Nakano, Felipe Kenji  
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    Pliakos, Konstantinos
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    Vens, Celine  
    Journal article
    2023, IEEE ACCESS, 11, p.41348-41367
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    Comparison between the EKFC-equation and machine learning models to predict Glomerular Filtration Rate

    Nakano, Felipe Kenji  
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    Akesson, Anna
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    de Boer, Jasper  
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    Dedja, Klest  
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    D'hondt, Robbe  
    ;
    Fatemi, Naghmeh  
    Journal article
    2024, SCIENTIFIC REPORTS, (14) 1, p.Art. 26383
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    Deep tree-ensembles for multi-output prediction

    Nakano, Felipe Kenji
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    Pliakos, Konstantinos
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    Vens, Celine  
    Journal article
    2022, PATTERN RECOGNITION, 121, p.108211
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    Explaining a Random Survival Forest by Extracting Prototype Rules

    Dedja, Klest  
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    Nakano, Felipe Kenji  
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    Pliakos, Konstantinos  
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    Vens, Celine  
    Proceedings paper
    2021, 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), SEP 13-17, 2021, p.451-458
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    Leveraging class hierarchy for detecting missing annotations on hierarchical multi-label classification

    Romero, Miguel
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    Nakano, Felipe Kenji  
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    Finke, Jorge
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    Rocha, Camilo
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    Vens, Celine  
    Journal article
    2023, COMPUTERS IN BIOLOGY AND MEDICINE, (152) January, p.Art.: 106423
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    Online Extra Trees Regressor

    Mastelini, Saulo Martiello
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    Nakano, Felipe Kenji  
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    Vens, Celine  
    Journal article
    2023, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, (34) 10, p.6755-6767

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