The Internet of Things (IoT) generates huge amount data at an extremely fast pace. Thus, it is important to classify such objects into different groups or clusters in order gain some valuable insights from data. This paper aims develop a dendrograms-based method for 3D visualization hierarchical clustering multidimensional which can be collected IoT devices and open databases. built on algorith...

Abstract In hierarchical cluster analysis dendrogram graphs are used to visualize how clusters are formed. I propose an alternative graph named “clustergram” to examine how cluster members are assigned to clusters as the number of clusters increases. This graph is useful in exploratory analysis for non-hierarchical clustering algorithms like k-means and for hierarchical cluster algorithms when ...

Spinach (Spinacia oleracea L.) is an economically important leafy vegetable crop in many countries. This is the first case study of using SRAP markers to analyze genetic diversity of Iranian spinach accessions. Eight SRAP primer combinations generated 88 scorable bands ranging from 50 to 1000 bp, among which 73 were polymorphic, with an average of 82.9 polymorphic bands per primer combination a...

This study describes the genetic relationships among 34 varieties of Lallemantia iberica using inter-retrotransposon amplified polymorphism (IRAP) and retrotransposon-microsatellite amplified polymorphism (REMAP). Samples were collected from Agriculture Research Center of Urmia city (northwest Iran). Ten IRAP and REMAP primers generated 76 scorable electrophoretic bands with 78.94% pol...

Abstract The umbu tree is an endemic species and found in the Brazilian semi-arid. Umbu highly appreciated for its socioeconomic importance significant diversity of quality attributes. This study aims to explore color-related variations between matrices, evaluate correlation main biometric attributes quality. With this, 14 matrices were explored at commercial ripening stage submitted colorimetr...

Soybean (Glycine max L.) is an important crop plant which contains a high amount of oil and protein. The main goal the work was to use 13 RAPD (Random Amplified Polymorphic DNA) markers study genetic polymorphism in set 28 soybean genotypes construct dendrogram from obtained results, based on we will recommend for further breeding. In total, using markers, determined 108 fragments with average ...

Macauba [Acrocomia aculeata (Jacq.) Lodd. ex Mart.], a palm tree native to Brazil, has high potential as an alternative source for vegetal oil production. It several applications in the cosmetics, pharmaceuticals and food industries, production of biofuels. The conservation characterization its germplasm are essential progress genetic improvement. In this sense, study divergence was carried out...

Clustering is an unsupervised technique dealing with problems of organizing a collection of patterns into clusters based on similarity. Most clustering algorithms are based on hierarchical and partitional approaches. Algorithms based on an hierarchical approach generate a dendrogram representing the nested grouping of patterns and similarity levels at which groupings change [19]. Partitional cl...