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Clustering algorithms

What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm

Yordan P. Raykov, Alexis Boukouvalas, Fahd Baig, Max A. Little

Spatial-Temporal Congestion Identification Based on Time Series Similarity Considering Missing Data

Hongsheng Qi, Meiqi Liu, Dianhai Wang, Mengwei Chen

Chronic Obstructive Pulmonary Disease Subtypes. Transitions over Time

Cristóbal Esteban, Inmaculada Arostegui, [ ... ], Alberto Capelastegui

Characterization of Lavandula spp. Honey Using Multivariate Techniques

Leticia M. Estevinho, Emerson Dechechi Chambó, [ ... ], Vagner de Alencar Arnaut de Toledo

Deep Brain Stimulation of the Subthalamic Nucleus Improves Lexical Switching in Parkinsons Disease Patients

Isabelle Vonberg, Felicitas Ehlen, [ ... ], Fabian Klostermann

Finding the Primary Care Providers in the Specialist-Dominant Primary Care Setting of Korea: A Cluster Analysis

Jin Yong Lee, Sang Jun Eun, Hyun Joo Kim, Min-Woo Jo

Performance Evaluation of Missing-Value Imputation Clustering Based on a Multivariate Gaussian Mixture Model

Jing Xiao, Qiongqiong Xu, [ ... ], Chenwu Xu

The Motor Subsystem as a Predictor of Success in Young Football Talents: A Person-Oriented Study

Marc Zibung, Claudia Zuber, Achim Conzelmann

CLIMP: Clustering Motifs via Maximal Cliques with Parallel Computing Design

Shaoqiang Zhang, Yong Chen

Householders’ Mental Models of Domestic Energy Consumption: Using a Sort-And-Cluster Method to Identify Shared Concepts of Appliance Similarity

Elizabeth Gabe-Thomas, Ian Walker, Bas Verplanken, Gavin Shaddick

A Spatially Explicit Dual-Isotope Approach to Map Regions of Plant-Plant Interaction after Exotic Plant Invasion

Christine Hellmann, Christiane Werner, Jens Oldeland

Internal Tooth Structure and Burial Practices: Insights into the Neolithic Necropolis of Gurgy (France, 5100-4000 cal. BC)

Mona Le Luyer, Michael Coquerelle, Stéphane Rottier, Priscilla Bayle

Analysis of Network Clustering Algorithms and Cluster Quality Metrics at Scale

Scott Emmons, Stephen Kobourov, Mike Gallant, Katy Börner

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