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Fast and Eager k-Medoids Clustering: O(k) Runtime Improvement of the PAM, CLARA, and CLARANS Algorithms

12 August 2020

Papers citing "Fast and Eager k-Medoids Clustering: O(k) Runtime Improvement of the PAM, CLARA, and CLARANS Algorithms"

20 / 20 papers shown

Title
Random Forest Autoencoders for Guided Representation Learning Adrien Aumon Shuang Ni Myriam Lizotte Guy Wolf Kevin R. Moon Jake S. Rhodes 180 0 0 18 Feb 2025
Uncertainty Herding: One Active Learning Method for All Label Budgets Wonho Bae Gabriel L. Oliveira Danica J. Sutherland UQCV 437 0 0 30 Dec 2024
Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems Yongsu Ahn Quinn K. Wolter Jonilyn Dick Janet Dick Yu-Ru Lin HAI 99 0 0 10 Sep 2024
Re-localization acceleration with Medoid Silhouette Clustering Hongyi Zhang Walterio W. Mayol-Cuevas 57 0 0 30 Jul 2024
Generalized Coverage for More Robust Low-Budget Active Learning Wonho Bae Junhyug Noh Danica J. Sutherland 127 4 0 16 Jul 2024
EKM: An exact, polynomial-time algorithm for the $K$ -medoids problem Xi He Max A. Little 26 0 0 16 May 2024
Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome Bihui Jin Heng Li Ying Zou 18 2 0 10 Apr 2024
A Rapid Review of Clustering Algorithms Hui Yin Amir Aryani Stephen Petrie Aishwarya Nambissan Aland Astudillo Shengyuan Cao 60 17 0 14 Jan 2024
UniForCE: The Unimodality Forest Method for Clustering and Estimation of the Number of Clusters Georgios Vardakas Argyris Kalogeratos A. Likas 49 1 0 18 Dec 2023
Mitigating Pilot Contamination and Enabling IoT Scalability in Massive MIMO Systems Muhammad Kamran Saeed Ahmed E. Kamal Ashfaq A. Khokhar 16 4 0 05 Oct 2023
Medoid Silhouette clustering with automatic cluster number selection Lars Lenssen Erich Schubert 24 18 0 07 Sep 2023
Data Aggregation for Hierarchical Clustering Sibylle Hess Andreas Lang 51 0 0 05 Sep 2023
Intelligent sampling for surrogate modeling, hyperparameter optimization, and data analysis C. Kamath 46 30 0 06 Jun 2023
Min-Max-Jump distance and its applications Gangli Liu 51 1 0 15 Jan 2023
A review of clustering models in educational data science towards fairness-aware learning Tai Le Quy Gunnar Friege Eirini Ntoutsi FaML 92 14 0 09 Jan 2023
Stop using the elbow criterion for k-means and how to choose the number of clusters instead Erich Schubert 40 96 0 23 Dec 2022
Clustering by Direct Optimization of the Medoid Silhouette Lars Lenssen Erich Schubert 30 5 0 26 Sep 2022
Socially Fair Center-based and Linear Subspace Clustering Sruthi Gorantla Kishen N. Gowda Amit Deshpande Anand Louis 70 2 0 22 Aug 2022
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling Marília Costa Rosendo Silva Felipe Siqueira João Pedro M. Tarrega João Vitor P. Beinotti Augusto Sousa Nunes M. Gardini Vinicius Silva Nádia Félix Felipe da Silva A. C. P. L. F. D. Carvalho 43 2 0 02 Aug 2022
K-Means for Noise-Insensitive Multi-Dimensional Feature Learning Nicholas Pellegrino Paul Fieguth P. H. Reza 21 7 0 15 Feb 2022