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  1. DOMID DOMID Public

    The DOMID (Detecting Outliers in MIxed-type Data) R package includes functions that can be used for detecting outliers in data sets consisting of mixed-type data (i.e. both continuous and discrete …

    R

  2. efthymioscosta.github.io efthymioscosta.github.io Public

    HTML 1

  3. 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…

    R

  4. SONO SONO Public

    Scores Of Nominal Outlyingness (SONO) framework implementation.

    R

  5. amarkos/DIBclust amarkos/DIBclust Public

    Deterministic Information Bottleneck Method for Clustering Mixed-Type Data

    R 1

  6. 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.

    R