Buscar
Mostrando ítems 1-10 de 938
A structure-based coarse-fine approach for diversity tuning in cellular GAs
(Advances in Electrical and Computer Engineering, 2012)
How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms
(Springer, 2021)
SVM with an RBF kernel is usually one of the best classification algorithms for most data sets, but it is important to tune the two hyperparameters C and γ to the data itself. In general, the selection of the hyperparameters ...
Computer automated algorithm to evaluate cavitary lesions in adults with pulmonary tuberculosis
(AME Publishing, 2017)
The presence of a cavitary lesion is a radiographic hallmark of pulmonary tuberculosis (TB). The sizes of the cavitary lesion and its proximity to the bronchial tree have been associated with mycobacterial burden. However, ...
Special software for computing the special functions of wave catastrophes
(Centro de Investigaciones en Matemática Pura y Aplicada (CIMPA) y Escuela de Matemática, San José, Costa Rica., 2015)
Algorithmic identification of probabilities is hard
(Academic Press Inc Elsevier Science, 2018-08)
Reading more and more bits from an infinite binary sequence that is random for a Bernoulli measure with parameter p, we can get better and better approximations of p using the strong law of large numbers. In this paper, ...
Proposal and Comparative Study of Evolutionary Algorithms for Optimum Design of a Gear System
(Institute of Electrical and Electronics Engineers, 2019-12)
This paper proposes a novel metaheuristic framework using a Differential Evolution (DE) algorithm with the Non-dominated Sorting Genetic Algorithm-II (NSGA-II). Both algorithms are combined employing a collaborative strategy ...
Developing an eye-tracking algorithm as a potential tool for early diagnosis of autism spectrum disorder in children
(Public Library of Science, 2017)
BACKGROUND: Autism spectrum disorder (ASD) currently affects nearly 1 in 160 children worldwide. In over two-thirds of evaluations, no validated diagnostics are used and gold standard diagnostic tools are used in less than ...