WebIt is mainly based on two machine learning methodologies, genetic algorithms and support vector machines. The database employed for the study consisted of information about 370,750 single-nucleotide polymorphisms belonging to 1076 cases of … WebInitial access (IA) is identified as a key challenge for the upcoming 5G mobile communication system operating at high carrier frequencies, and several techniques are currently being proposed. In this paper, we extend our previously proposed efficient genetic algorithm- (GA-) based beam refinement scheme to include beamforming at both the …
Genetic Algorithms - GeeksforGeeks
WebMar 15, 2024 · To solve the above limitations, we proposed three algorithms based on a genetic algorithm for automatically determining the sampling ratio in oversampling, … WebSep 2, 2024 · Secondly, we presented a computational model, undersampling scheme based method for deleterious synonymous mutation (usDSM) prediction, using 14-dimensional biology features and random forest classifier to detect the deleterious synonymous mutation. The results on the test datasets indicated that the proposed … hertz car rental victory dr savannah ga
GGA: A modified genetic algorithm with gradient-based local …
WebFeb 19, 2024 · The k-means clustering algorithm [9,10,11] is a hard clustering algorithm, which is representative of a typical prototype-based clustering method for objective functions. It utilizes the distance from data points to the prototype as an optimized objective function and an adjustment rule of iterative operation is obtained by using the method of ... WebOct 15, 2016 · We propose cluster-based undersampling for the Genetic Algorithms (GA) and the Artificial Neural Networks (ANN) model (GA-ANN) to combine a clustering … WebA suboptimal undersampling pattern will lead to an inferior reconstruction result. To optimize the seismic sparse acquisition, I propose an undersampling method based on bionic intelligence in this study. In the proposed method, a Shannon entropy maximum model is proposed to improve the observed ergodicity and reduce the undersampling … maylen mitrovich volleyball