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A Novel K-Means Clustering Method for Locating Urban Hotspots Based on Hybrid Heuristic Initialization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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inferredcites →https://doi.org/10.1016/j.engappai.2014.07.016openalex-snapshot
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Data Clustering: Theory, Algorithms, and Applications, Second Edition
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What points at this work

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inferred← citeshttps://doi.org/10.1016/j.jag.2025.105021openalex-snapshot
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