Clustering performance comparison using K-means and expectation maximization algorithms

YG Jung, MS Kang, J Heo - Biotechnology & Biotechnological …, 2014 - Taylor & Francis
Clustering is an important means of data mining based on separating data categories by
similar features. Unlike the classification algorithm, clustering belongs to the unsupervised …

Biomedical data classification using fuzzy clustering

S Sharma, BK Rai - AI and blockchain in healthcare, 2023 - Springer
One of the computer-aided technologies that is growing at a very fast speed is medicine.
Lots of research has already been done in which the nature of medical data was studied …

A Hybrid Clustering Model for Determining Financially Needy Students for Sponsorship

SK Opoku, AY Obeng - European Journal of Information …, 2023 - ej-compute.org
Many organizations in the world are seeking effective means to provide financial assistance
to brilliant but needy students. Many research works have been conducted to determine …

[PDF][PDF] Genetic diversity in oil palm germplasm as shown by hierarchical clustering methods

MA Li-Hammed, A Kushairi, N Rajanaidu… - … Journal of Recent …, 2015 - researchgate.net
Multivariate statistical tools like cluster analysis have proved useful in characterizing and
studying genetic diversity of germplasm resources. Thus, this study was aimed at classifying …

[PDF][PDF] Multivariate analysis of vegetative and physiological traits in oil palm (Elaies guineensis Jacq) Germplasm

MA Li-Hammeda, A Kushairib… - Expert Opin Environ …, 2015 - researchgate.net
Germplasm materials provide an opportunity for tapping advantages of natural diversity for
improvement. Adequate characterization for agronomic and morphological traits is …

[PDF][PDF] Genetic diversity in oil palm genotypes by multivariate analysis

P Balakrishna, R Pinnamaneni… - Int. J. Curr. Microbiol …, 2017 - researchgate.net
Oil palm (Elaeis guineensis Jacq) is an important edible vegetable oil crop which produces
4-6 tonnes of crude palm oil/ha. As oil palm crop is introduced in India from Africa, it is …

Genetic diversity and selection within natural dura oil palm accessions collected in Ghana for oil palm productivity improvement

DO Darkwah, E Blay, H Amoatey, E Sapey… - Biodiversitas Journal of …, 2020 - smujo.id
Darkwah DO, Blay E, Amoatey H, Sapey E, Bakoume C, Agyei-Dwarko D. 2020. Genetic
diversity and selection within natural dura oil palm accessions collected in Ghana for oil …

[PDF][PDF] PHENOTYPIC VARIABILITY OF Elaeis oleifera GERMPLASM REVEALED BY PRINCIPAL COMPONENT AND CLUSTER ANALYSES

Z YAAKUB, M MARJUNI, S MUSTAFFA… - 6 Persiaran Institusi …, 2023 - jopr.mpob.gov.my
Despite the fact that large Elaeis oleifera germplasm collections have been established and
evaluated, little is known about the genetic diversity of its population. For this purpose, 572 …

[PDF][PDF] Comparison of Expectation Maximization and K-means Clustering Algorithms with Ensemble Classifier Model

M Zainudin, N Sulaiman, N Mustapha… - … Maximization and K …, 2018 - wseas.com
In data mining, classification learning is broadly categorized into two categories; supervised
and unsupervised. In the former category, the training example is learned and the hidden …

Estimación de los componentes de variación genética en fase vegetativa de progenies de palma americana de aceite (Elaeis oleifera).

LP Moreno Caicedo - repositorio.unal.edu.co
Elaeis oleifera es una palma originaria de América y existe poca investigación sobre los
parámetros genéticos para los programas de mejoramiento. Se evaluaron 24 progenies en …