---

Automatic dendrogram slicing for mixed-type data clustering: supplementary material

Dec 2024

Code to reproduce the experiments/application from the paper (titled as this blogpost).

Automatic dendrogram slicing for mixed-type data clustering

• Divisive clustering exmperiment

---

Unbiased mixed variables distance: supplementary material

Oct 2024

Code to reproduce the experiments/application from the paper (titled as this blogpost).

Unbiased mixed variables distance

---

Categorical distances: the delta framework

Feb 2024

Use of different distances/dissimilarities for categorical data on different datasets: experiments on supervised (KNN) and unsupervised (partitioning around medoids) distance-based methods. Repeated cross-validation assessment of the performace.

KNN and PAM experiments

---

Association-based distances for mixed data

Jan 31, 2023

Association-based distances for mixed data

---

Spectral clustering of mixed data

Dec 5, 2022

Comparison of spectral clustering solutions using matching and total variance distance for categorical data, Euclidean for continuous.

Spectral clustering experiment

---

back