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    Publications

    Publications by Carlos Manuel Soares

    2021

    Meta-aprendizado para otimizacao de parametros de redes neurais

    Authors
    Lucas, T; Ludermir, TB; Prudêncio, RBC; Soares, C;

    Publication
    CoRR

    Abstract

    2021

    Pastprop-RNN: improved predictions of the future by correcting the past

    Authors
    Baptista, A; Baghoussi, Y; Soares, C; Moreira, JM; Arantes, M;

    Publication
    CoRR

    Abstract

    2021

    Model Compression for Dynamic Forecast Combination

    Authors
    Cerqueira, V; Torgo, L; Soares, C; Bifet, A;

    Publication
    CoRR

    Abstract

    2020

    A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization

    Authors
    Cruz, AF; Saleiro, P; Belém, CG; Soares, C; Bizarro, P;

    Publication
    CoRR

    Abstract

    2018

    Entity-Relationship Search over the Web

    Authors
    Saleiro, P; Frayling, NM; Rodrigues, EM; Soares, C;

    Publication
    CoRR

    Abstract

    2018

    cf2vec: Collaborative Filtering algorithm selection using graph distributed representations

    Authors
    Cunha, T; Soares, C; de Carvalho, ACPLF;

    Publication
    CoRR

    Abstract

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