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    Chapter and Conference Paper

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

    Recommender systems are information retrieval methods that predict user preferences to personalize services. These systems use the feedback and the ratings provided by users to model the behavior of users and ...

    Alireza Gharahighehi, Felipe Kenji Nakano… in Intelligent Systems and Applications (2023)

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    Chapter and Conference Paper

    Explaining a Random Survival Forest by Extracting Prototype Rules

    Tree-ensemble algorithms and specifically Random Survival Forests (RSF) have emerged as prominently powerful methods for survival data analysis. Tree-ensembles are very accurate, robust, resilient to overfitti...

    Klest Dedja, Felipe Kenji Nakano… in Machine Learning and Principles and Practi… (2021)