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  1. efthymioscosta.github.io efthymioscosta.github.io Public

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  2. FullFactorialMixedClustering FullFactorialMixedClustering Public

    This repository includes the R code used for the project "Mixed-type data clustering: a full factorial benchmarking study on distance-based clustering methods", written by Efthymios Costa. The proj…

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  3. amarkos/DIBclust amarkos/DIBclust Public

    Deterministic Information Bottleneck Method for Clustering Mixed-Type Data

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  4. DIBclust_Simulations DIBclust_Simulations Public

    Simulations on artificial data (benchmarking study) and on real-world data using the DIBclust method, KAMILA, K-Prototypes, FAMD with K-Means and PAM with Gower's dissimilarity.

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  5. SONO SONO Public

    The SONO (Scores Of Nominal Outlyingness) R package includes functions that can be used for detecting outliers in data sets consisting of nominal variables.

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  6. SONO_Sims SONO_Sims Public

    Simulations using the SONO framework.

    R