Now showing items 1-4 of 4
FEMaR: A Finite Element Machine for Regression Problems
(2017 International Joint Conference On Neural Networks (ijcnn), 2017-01-01) [Trabalho apresentado em evento]
Regression-based tasks have been the forerunner regarding the application of machine learning tools in the context of data mining. Problems related to price and stock prediction, selling estimation, and weather forecasting ...
Machine Learning Algorithms for Automatic Classification of Marmoset Vocalizations
(Plos One, 2016-09-21) [Artigo]
Automatic classification of vocalization type could potentially become a useful tool for acoustic the monitoring of captive colonies of highly vocal primates. However, for classification to be useful in practice, a reliable ...
Fine-Tuning Contextual-Based Optimum-Path Forest for Land-Cover Classification
(Ieee Geoscience And Remote Sensing Letters, 2016-05-01) [Artigo]
Contextual-based learning aims at considering neighboring pixels to improve pixelwise-oriented classification techniques. In this letter, we presented a metaheuristic framework for the optimization of nondiscrete Markovian ...
Robust automated cardiac arrhythmia detection in ECG beat signals
(Neural Computing & Applications, 2018-02-01) [Artigo]
Nowadays, millions of people are affected by heart diseases worldwide, whereas a considerable amount of them could be aided through an electrocardiogram (ECG) trace analysis, which involves the study of arrhythmia impacts ...