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Análise de séries temporais fuzzy para previsão e identificação de padrões comportamentais dinâmicos
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2015-04-30)
The good results obtained by the fuzzy approaches applied in the analysis of time series
(TS) has contributed significantly to the growth of the area. Although there are satisfactory
results in TS analysis with methods ...
The use of Horizon graphs to visualize bilateral biomechanical time-series of multiple joints
(2021-01-01)
Movement analysis provides a vast amount of data, which, frequently, are not used in the clinical decision-making process. For example, traditional gait data visualization is based on a time-based display of joint angles, ...
Clasificación de series de tiempo por mineria de datos
(Instituto Politécnico Nacional - Centro de Investigación en Computación, 2006)
La minería de datos de series de tiempo (MDST) ha evolucionado considerablemente en la última década, proporcionando un marco de trabajo con diversos algoritmos. Estos algoritmos adaptan e innova las técnicas de minería ...
On predicting wind power series by using Bayesian Enhanced modified based-neural network
(Institute of Electrical and Electronics Engineers Inc., 2017)
In this paper, wind power series prediction using BEA modified (BEAmod.) neural networks-based approach is presented. Wind power forecasting is a complex, multidimensional, and highly non-linear system. Neural network is ...
An online data access prediction and optimization approach for distributed systems
(IEEE COMPUTER SOCLOS ALAMITOS, 2012)
Current scientific applications have been producing large amounts of data. The processing, handling and analysis of such data require large-scale computing infrastructures such as clusters and grids. In this area, studies ...
Synthetic Time Series Generation Model for Analysis of Power System Operation and Expansion with High Renewable Energy Penetration
(IEEE-Inst Electrical Electronics Engineers, 2021)
The increasing integration of renewable energy sources into current power systems has posed the challenge of adequately representing the statistical properties associated with their variable power generation. In this paper, ...
Recurrence quantification analysis of turbulent fluctuations in the plasma edge of Tokamak Chauffage Alfveacuten Breacutesilien tokamak
(AMER INST PHYSICS, 2010)
Recurrences are close returns of a given state in a time series, and can be used to identify different dynamical regimes and other related phenomena, being particularly suited for analyzing experimental data. In this work, ...
Previsão de séries temporais de sensores de temperatura da empresa Nexxto
(Universidade Federal do Rio Grande do NorteBrasilUFRNEngenharia MecatrônicaDepartamento de Engenharia de Computação e Automação, 2022-07-15)
The main objective of this work is to develop a time series forecasting model based on
the temperature sensors data of the company Nexxto to provide a simulation for the
company’s product development team. The Nexxto’s ...
Treatment for Missing Data in Solar Radiation SeriesTratamiento para Datos Faltantes en Series de Radiación Solar
(Universidad Tecnológica Nacional, 2019)