Stop using the elbow criterion for k-means and how to choose the number of clusters instead

23 December 2022

Papers citing "Stop using the elbow criterion for k-means and how to choose the number of clusters instead"

14 / 14 papers shown

Title
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models Xuanchi Ren Y. Lu Tianshi Cao Ruiyuan Gao S. Huang ... Jun Gao Laura Leal-Taixe Mike Chen Sanja Fidler Huan Ling VGen 64 0 0 10 Jun 2025
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 114 0 0 07 May 2025
Anomalous Agreement: How to find the Ideal Number of Anomaly Classes in Correlated, Multivariate Time Series Data Ferdinand Rewicki Joachim Denzler Julia Niebling 61 0 0 13 Jan 2025
SurfPatch: Enabling Patch Matching for Exploratory Stream Surface Visualization Delin An Chaoli Wang 45 0 0 01 Jan 2025
Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectors Rutuja Gurav Isaac Kelly Pooyan Goodarzi Anamaria Effler Barry Barish Evangelos E. Papalexakis Jonathan Richardson 79 0 0 13 Dec 2024
Accelerating k-Means Clustering with Cover Trees Andreas Lang Erich Schubert 16 0 0 19 Oct 2024
Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters Collin Leiber Niklas Strauß Matthias Schubert Thomas Seidl 27 0 0 12 Oct 2024
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering Li Sun Zhenhao Huang Hao Peng Yujie Wang Chunyang Liu Philip S. Yu GNN 81 11 0 20 May 2024
Revisiting Silhouette Aggregation John Pavlopoulos Georgios Vardakas A. Likas 23 2 0 11 Jan 2024
A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections Prodromos Kolyvakis A. Likas 37 2 0 28 Nov 2023
Medoid Silhouette clustering with automatic cluster number selection Lars Lenssen Erich Schubert 29 18 0 07 Sep 2023
CARL-G: Clustering-Accelerated Representation Learning on Graphs William Shiao Uday Singh Saini Yozen Liu Tong Zhao Neil Shah Evangelos E. Papalexakis SSL OOD 84 7 0 12 Jun 2023
Influence of various text embeddings on clustering performance in NLP Rohan Saha 13 1 0 04 May 2023
Detecting Novelties with Empty Classes Svenja Uhlemeyer Julian Lienen Eyke Hüllermeier Hanno Gottschalk 48 1 0 30 Apr 2023