حوزه علمی

K-means clustering

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مقالات حوزه K-means clustering

مقاله کنفرانسی سال ۱۳۹۹ ۵۷۹ مشاهده

Investment planning for construction of wind and diesel systems and storage of electrical energy due to uncertainty and application of Taguchi’s Orthogonal Array Testing for essential factors

Today, high costs of micro grid investment is a major obstacle to the development of this technology, and it should be ensured the return on investme…

K-means clusteringUncertaintiesRenewable resources
مقاله کنفرانسی سال ۱۴۰۳ ۳۴۴ مشاهده

Clustering Iranian women according to their Menopausal Severity Symptoms (MSSI-38)

Introduction: Clustering analysis can help in identification of at risk groups The study aimed to identify clusters of midlife women by their similar…

Menopausal Severity SymptomsMSSI-38K-Means Clustering
مقاله کنفرانسی سال ۱۴۰۳ ۳۲۸ مشاهده

ClustClass: Blending traditional meteorology with machine learning for rainfall forecasting

machine learningrainfall forecastingPCA
مقاله کنفرانسی سال ۱۴۰۴ ۱۶۷ مشاهده

Structure-Aware Initialization for K-Means Clustering: An IQR-Weighted Approach to Mitigate Outlier Impact

K Means algorithm remains a basic algorithm within the field of data mining, and its linear time complexity has made it extremely popular However, it…

K-Means ClusteringInitializationInterquartile Range (IQR)