UAV-Thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil
Sign Up to like & getrecommendations! Published in 2021 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2021.01.014
Abstract: Abstract Sodicity is a major soil constraint in many arid and semi-arid regions worldwide, including Australia, which adversely affects the ability of crops to take up water and nutrients from the soil, reducing yield. Reliable… read more here.
Keywords: imaging agglomerative; soil; uav thermal; sodic soil ... See more keywords
Clustering and Classification of Cotton Lint Using Principle Component Analysis, Agglomerative Hierarchical Clustering, and K-Means Clustering
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Natural Fibers"
DOI: 10.1080/15440478.2017.1340220
Abstract: ABSTRACT Cotton from the three cotton growing regions of Uganda was characterized for 13 quality parameters using the High Volume Instrument (HVI). Principal Component Analysis (PCA), Agglomerative Hierarchical Clustering (AHC) and k-means clustering were used… read more here.
Keywords: classification; analysis; agglomerative hierarchical; hierarchical clustering ... See more keywords
Model Order Reduction Based on Agglomerative Hierarchical Clustering
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2018.2873196
Abstract: This paper presents an improved method for reducing high-order dynamical system models via clustering. Agglomerative hierarchical clustering based on performance evaluation (HC-PE) is introduced for model order reduction. This method computes the reduced order denominator… read more here.
Keywords: hierarchical clustering; order; order reduction; model order ... See more keywords