The similarity between these vectors was calculated using Euclidean distance. The clustering algorithm then iteratively grouped the most similar data points or clusters, revealing relationships between compounds based on their overall effect patterns. Clustering can be a useful tool when assessing novel ...
Some MPTT algorithms based on graphical models have been proposed. The Loopy BP (LBP) algorithm was used to solve the data association problem in situations where each sensor has a narrow field of view.17 It was also used to solve the data association problem in situations where there are a...
Finally, the initialised rule base is optimised by applying the genetic algorithm (GA), which fine-tunes the membership functions of fuzzy sets in the rule base. 4.1 Rule base initialisation Centroid-based clustering algorithms are traditionally employed in TSK fuzzy modelling to group similar ...