A performance comparison of euclidean, manhattan and minkowski distances in k-means clustering

• Main Authors: Haviluddin Haviluddin, Muhammad Iqbal, Gubtha Mahendra Putra, Novianti Puspitasari, Hario Jati Setyadi, Felix Andika Dwiyanto, Aji Prasetya Wibawa, Rayner Alfred
• Format: Proceedings
• Language: English; English
• Published: Institute of Electrical and Electronics Engineers 2021
• Subjects: DS611-649 Indonesia (Dutch East Indies); QA1-43 General
• Online Access: https://eprints.ums.edu.my/id/eprint/31909/1/A%20performance%20comparison%20of%20euclidean%2C%20manhattan%20and%20minkowski%20distances%20in%20k-means%20clustering.ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/31909/2/A%20Performance%20Comparison%20of%20Euclidean%2C%20Manhattan%20and%20Minkowski%20Distances%20in%20K-Means%20Clustering.pdf; https://eprints.ums.edu.my/id/eprint/31909/; https://ieeexplore.ieee.org/document/9392053

The Indonesian police department has a role in maintaining security and law enforcement under the Republic of Indonesia Law Number 2 of 2002. In this study, data on the crime rate in the Bontang City area has been analyzed. It becomes the basis for the Police in anticipating various crimes. The K-Me...