A Hybrid K-Means Hierarchical Algorithm for Natural Disaster Mitigation Clustering

A Hybrid K-Means Hierarchical Algorithm for Natural Disaster Mitigation Clustering

Cluster methods such as k-means have been widely used to group areas with a relatively equal number of disasters to determine areas prone to natural disasters. Nevertheless, it is difficult to obtain a homogeneous clustering result of the k-means method because this method is sensitive to a random...

Full description

Bibliographic Details
Main Authors:	Abdurrakhman Prasetyadi, Budi Nugroho, Adrin Tohari
Format:	Article
Language:	English
Published:	UUM Press 2022-04-01
Series:	Journal of ICT
Online Access:	https://e-journal.uum.edu.my/index.php/jict/article/view/15423

Similar Items

A Hybrid K-Means Hierarchical Algorithm for Natural Disaster Mitigation Clustering
by: Prasetyadi, Abdurrakhman, et al.
Published: (2022)

Identification of natural disaster impacted electricity load profiles with k means clustering algorithm
by: Jessen, Simon Hedegard, et al.
Published: (2022)

A DATA ANALYSIS OF THE IMPACT OF NATURAL DISASTER USING K-MEANS CLUSTERING ALGORITHM
by: Prihandoko Prihandoko, et al.
Published: (2016-12-01)

Identification of natural disaster impacted electricity load profiles with k means clustering algorithm
by: Simon Hedegård Jessen, et al.
Published: (2022-12-01)

Integrated bisect K-means and firefly algorithm for hierarchical text clustering
by: Mohammed, Athraa Jasim, et al.
Published: (2016)

An effective and efficient hierarchical -means clustering algorithm
by: Jianpeng Qi, et al.
Published: (2017-08-01)

K-Means and Fuzzy based Hybrid Clustering Algorithm for WSN
by: Basavaraj M. Angadi, et al.
Published: (2023-11-01)

Hybridization of Expectation-Maximization and K-Means Algorithms for Better Clustering Performance
by: Kishor D. Raja, et al.
Published: (2016-06-01)

Clustering stationary and non-stationary time series based on autocorrelation distance of hierarchical and k-means algorithms
by: Mohammad Alfan Alfian Riyadi, et al.
Published: (2017-12-01)

Unsupervised K-Means Clustering Algorithm
by: Kristina P. Sinaga, et al.
Published: (2020-01-01)

Privacy-Preserving Hierarchical-k-Means Clustering on Horizontally Partitioned Data
by: Anrong Xue, et al.
Published: (2009-01-01)

Analisis karya tulis ilmiah Pusat Penelitian Geoteknologi LIPI tahun 2010-2018
by: Didik Prata Wijaya, et al.
Published: (2020-06-01)

Tingkat kolaborasi, produktivitas penulis dan artikel metrik pada Jurnal Mechatronics,Electrical Power, and Vehicular Technology
by: Noorika Retno Widuri, et al.
Published: (2018-06-01)

Seismic microzonation of soil amplification and liquefaction for Padang City
by: Tohari Adrin
Published: (2020-01-01)

PENGEMBANGAN WIKI KAMPUS SEBAGAI MEDIA PENGETAHUAN KOMUNITAS DI PERPUSTAKAAN PERGURUAN TINGGI
by: Abdurrakhman Prasetyadi, et al.
Published: (2017-11-01)

Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering
by: Timea Bezdan, et al.
Published: (2021-08-01)

A HYBRID DATA CLUSTERING ALGORITHM USING MODIFIED KRILL HERD ALGORITHM AND K-MEANS
by: Jensi R
Published: (2019-05-01)

Ocean Front Reconstruction Method Based on K-Means Algorithm Iterative Hierarchical Clustering Sound Speed Profile
by: Yuyao Liu, et al.
Published: (2021-11-01)

Soil data clustering by using K-means and fuzzy K-means algorithm
by: E. Hot, et al.
Published: (2016-06-01)

The Performance Evaluation of K-Means and Agglomerative Hierarchical Clustering for Rainfall Patterns and Modelling
by: Riasetiawan, Mardhani, et al.
Published: (2022)

Private k-means clustering : algorithms and applications
by: Xiang, Chongyuan
Published: (2017)

Stable K Multiple-Means Clustering Algorithm
by: ZHANG Nini, GE Hongwei
Published: (2021-05-01)

Clustering and Classification of Cotton Lint Using Principle Component Analysis, Agglomerative Hierarchical Clustering, and K-Means Clustering
by: Edwin Kamalha, et al.
Published: (2018-05-01)

Hybrid backtracking search optimization algorithm and K-means for clustering in wireless sensor networks
by: Abdul Latiff, N. M., et al.
Published: (2016)

Comparative Study of K-Means Clustering Algorithm and K-Medoids Clustering in Student Data Clustering
by: Qomariyah, et al.
Published: (2022-05-01)

Hybrid of hierarchical and partitional clustering algorithm for gene expression data
by: Raja Kumaran, Shamini, et al.
Published: (2020)

Prioritizing the risk of plant pests by clustering methods; self-organising maps, k-means and hierarchical clustering
by: Susan Worner, et al.
Published: (2013-09-01)

Identification of road safety measures for elderly pedestrians based on K-means clustering and hierarchical cluster analysis
by: Salvatore Leonardi, et al.
Published: (2020-12-01)

Hybrid optimization for k-means clustering learning enhancement /
by: Yousef Farhang, 1978- , author
Published: (2016)

Hybrid optimization for k-means clustering learning enhancement /
by: Yousef Farhang, 1978- , author, et al.
Published: (2016)

Hybrid optimization for k-means clustering learning enhancement
by: Farhang, Yousef
Published: (2016)

Rainfall Analysis in Semarang City Using K-Means and Agglomerative Hierarchical Clustering Methods
by: Sudarno, Prabowo Wahyu, et al.
Published: (2022)

Hierarchical and K-means Clustering in the Line Drawing Data Shape Using Procrustes Analysis
by: Ridho Ananda, et al.
Published: (2021-09-01)

Cluster optimization in VANET using MFO algorithm and K-Means clustering
by: Ramlee, Sham Rizal, et al.
Published: (2023)

Clustering Productive Palm Land using the K- Means Clustering Algorithm
by: Geofanny Widianto Sihite, et al.
Published: (2023-12-01)

Clustering of rainfall data using k-means algorithm
by: Mohd Sham, Mohamad, et al.
Published: (2019)

An Efficient Algorithm for Initializing Centroids in K-means Clustering
by: Dr. Ahmed Hussain Aliwy, et al.
Published: (2016-12-01)

K-Means Algorithm Implementation for Project Health Clustering
by: Ajeng Arifa Chantika Rindu, et al.
Published: (2023-09-01)

Unsupervised Multi-View K-Means Clustering Algorithm
by: Miin-Shen Yang, et al.
Published: (2023-01-01)

K-Means Algorithm Analysis for Election Cluster Prediction
by: Sri Ngudi Wahyuni, et al.
Published: (2023-01-01)