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Shallow decision trees for explainable $k$-means clustering

Shallow decision trees for explainable kk-means clustering

E. Laber
Lucas Murtinho
F. Oliveira
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Papers citing "Shallow decision trees for explainable $k$-means clustering"

7 / 7 papers shown
Title
Interpretable Clustering: A Survey
Interpretable Clustering: A Survey
Lianyu Hu
Mudi Jiang
Junjie Dong
Xinying Liu
Zengyou He
28
1
0
01 Sep 2024
Kernel KMeans clustering splits for end-to-end unsupervised decision trees
Kernel KMeans clustering splits for end-to-end unsupervised decision trees
Louis Ohl
Pierre-Alexandre Mattei
Mickael Leclercq
Arnaud Droit
F. Precioso
41
1
0
19 Feb 2024
Explaining Kernel Clustering via Decision Trees
Explaining Kernel Clustering via Decision Trees
Maximilian Fleissner
L. C. Vankadara
D. Ghoshdastidar
FAtt
45
4
0
15 Feb 2024
XAI for Self-supervised Clustering of Wireless Spectrum Activity
XAI for Self-supervised Clustering of Wireless Spectrum Activity
Ljupcho Milosheski
Gregor Cerar
Blaž Bertalanič
Carolina Fortuna
M. Mohorčič
SSL
35
3
0
17 May 2023
Impossibility of Depth Reduction in Explainable Clustering
Impossibility of Depth Reduction in Explainable Clustering
Cheng-Hao Deng
Surya Teja Gavva
S. KarthikC.
Parth Patel
Adarsh Srinivasan
23
1
0
04 May 2023
XClusters: Explainability-first Clustering
XClusters: Explainability-first Clustering
Hyunseung Hwang
Steven Euijong Whang
30
5
0
22 Sep 2022
The computational complexity of some explainable clustering problems
The computational complexity of some explainable clustering problems
E. Laber
30
4
0
20 Aug 2022