A Proposed Multi-Level Predictive WKM_ID3 Algorithm, Toward Enhancing Supply Chain Management in Healthcare Field

A Proposed Multi-Level Predictive WKM_ID3 Algorithm, Toward Enhancing Supply Chain Management in Healthcare Field

This research proposes a multi-level predictive algorithm based on the k-means algorithm with multiple adaptations. The research highlights the main limitations of k-means and proposes a set of adaptations that enhance the clustering task results in accuracy with minimal centroid distance error. The...

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Bibliographic Details
Main Authors: Ayman E. Khedr, Yousef S. Alsahafi, Amira M. Idrees
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Enhanced K-means algorithm
enhanced ID3 algorithm
weighting methods
features selection
silhouette analysis
multi-level prediction
Online Access:https://ieeexplore.ieee.org/document/10309949/

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