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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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M. Abdollahian

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Open access Sep 2026

Optimization-Driven Cluster-Weighted Clusterwise Linear Regression

Clusterwise Linear Regression (CLR) integrates clustering and regression to uncover complex relationships within heterogeneous datasets by simultaneously partitioning data and fitting cluster-specific models. This dual capability offers a significant advantage over traditional regression methods, which assume homogenei...

Sona Taheri, A. Bagirov, Nelusha Anne Perera et al. · 0 citations

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