A fresh look at mean-shift based modal clustering

DOI10.1007/s11634-023-00575-1MaRDI QIDQ6661128

Jochen Einbeck, Jose Ameijeiras-Alonso

Publication date: 12 January 2025

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

zbMATH Keywords

modal testingkernel density estimationmultimodalitymode detectioncritical bandwidth

Mathematics Subject Classification ID

Density estimation (62G07) Estimation in multivariate analysis (62H12)

Cites Work

• Mode testing, critical bandwidth and excess mass
• Generalized density clustering
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• Mean shift-based clustering
• Excess Mass Estimates and Tests for Multimodality
• A sharper Bonferroni procedure for multiple tests of significance
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• Finite mixture models
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• Non-Parametric Inference for Density Modes
• A comprehensive approach to mode clustering
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• A Review on Modal Clustering
• Modal regression using kernel density estimation: a review
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