+2 MM articles scientifics and academics

1.443.304 Articles

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Enhanced feature clustering method based on ant colony optimization for feature selection

(1) Hassan Almazini (Shatt Al-Arab University College, Iraq) (2) Ku Ruhana Ku-Mahamud (University Utara Malaysia, Kedah, Malaysia & Shibaura Institute of Technology, Tokyo,, Japan) (3) Hussein Fouad Almazini (Shatt Al-Arab University College, Iraq)

The popular modified graph clustering ant colony optimization (ACO) algorithm (MGCACO) performs feature selection (FS) by grouping highly correlated features. However, the MGCACO has problems in local search, thus limiting the search for optimal feature s... see more

Feature Clustering Correlated Features Local Search Classification Microarray

International Journal of Advances in Intelligent Informatics , 2023

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Enhanced feature clustering method based on ant colony optimization for feature selection

Feature Clustering Correlated Features Local Search Classification Microarray

IJAIN (International Journal of Advances in Intelligent Informatics) , 2023

Free Access

Constraint-based discriminative dimension selection for high-dimensional stream clustering

(1) Kitsana Waiyamai (Department of Computer Engineering, Kasetsart University, Bangkok, Thailand) (2) Thanapat Kangkachit (College of Innovative Technology and Engineering, Dhurakij Pundit University, Bangkok, Thailand)

Clustering data streams is one of active research topic in data mining. However, runtime of the existing stream clustering algorithms increases and their performance drop in the face of large number of dimensions. Complexity of the stream clustering metho... see more

Incremental stream clustering | High-dimensional data streams | Dimension selection | Projected clustering | Constraint-based clustering

International Journal of Advances in Intelligent Informatics , 2018

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Constraint-based discriminative dimension selection for high-dimensional stream clustering

Incremental stream clustering | High-dimensional data streams | Dimension selection | Projected clustering | Constraint-based clustering

IJAIN (International Journal of Advances in Intelligent Informatics) , 2018

Free Access

Clustering Couples of Childbearing Age to Get Family Planning Counseling Using K-Means Method

Yuniar Farida, Adam Fahmi Khariri, Dian Yuliati, Hani Khaulasari

Couples of Childbearing Age (CCA) in the Madiun Regency have increased in the last three years. It caused the population in Madiun to overgrow with the newborn, which implies the economic, social, and environmental aspects. This study aims to cluster vill... see more

Couples of Childbearing Age | Family Planning | K-Means Clustering | Silhouette Coefficient

MATRIK : Jurnal Manajemen; Teknik Informatika dan Rekayasa Komputer , 2022

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K-Means Clustering Algorithm Approach in Clustering Data on Cocoa Production Results in the Sumatra Region

Mawaddah Harahap, Arief Wahyu Dwi Ramadhanu Zamili, Muhammad Arie Arvansyah, Erwin Fransiscus Saragih, Selwa Rajen, Amir Mahmud Husein

Cocoa agricultural production in Indonesia is currently very low while demand continues to increase every year, so it is very important to build a model that can categorize cocoa farming data. The main objective of this research is to analyze agricultural... see more

K- Means Clustering Algorithm | Gaussian Mixture Model | Data Mapping | Cocoa Farm

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) , 2022

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Proposed Modification of K-Means Clustering Algorithm with Distance Calculation Based on Correlation

Muhammad Ibnu Choldun Rachmatullah

Clustering is a technique in data mining that groups a set of data into groups (clusters) of similar data. In general, there are two methods of clustering, namely the hierarchical method and the partition method. One of the most commonly used partition cl... see more

Jurnal Teknik Elektro Komputer dan Informatika , 2022

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IMPLEMENTATION OF K-MEANS ALGORITHM FOR CLUSTERING OF COVID-19 VACCINATION IN EAST JAVA WITH ORANGE

Cornelia Antonieta Da Costa, Michael Sitorus, Cyntia Larasati, Larasati

Entering the era of the Covid-19 pandemic, the government has intensively implemented a vaccination program to date. The Covid-19 vaccination program aims to boost the immune system, reduce the risk of transmission, and reduce the severe impact of the vir... see more

Covid-19 | Vaccination | Cluster | K-Means

Jurnal Riset Informatika , 2022

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Klastering Penyebaran Covid-19 Di Indonesia Tahun 2020 Menggunakan K-Medoids Clustering

Ayu Khairunnisa,Alwis Nazir,Novrianto Novrianto,Yusra Yusra,Lola Oktavia,Amany Akhyar

Abstrak - Badan Nasional Penanggulangan Bencana (BNPB) telah menetapkan status darurat bencana terkait virus Covid-19. Penyebaran pada kasus Covid-19 yang sudah merata di seluruh provinsi di Indonesia sudah merupakan penyebaran yang cukup cepat dan berdam... see more

Covid-19 | Data mining | Clustering | K-Medoids.

Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) , 2022

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