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Forecasting Brazilian inflation by its aggregate and disaggregated data: a test of predictive power by forecast horizon
(2013-12-09)
This work aims to compare the forecast efficiency of different types of methodologies applied to Brazilian Consumer inflation (IPCA). We will compare forecasting models using disaggregated and aggregated data over twelve ...
Previsão de inflação no Brasil utilizando desagregação por componentes de localidade
(2018-08-17)
Este trabalho propõe a desagregação por componentes de localidade do índice de inflação no Brasil como forma de melhorar o desempenho preditivo de modelos econométricos. Foram desenvolvidos modelos autorregressivos com ou ...
A comparative study of machine learning classifiers for electric load disaggregation based on an extended nilm dataset
(2021-08-15)
The appliance evaluation and the power consumption consciousness are becoming essential for improving demand management and power grid enhancement. Load disaggregation becomes a promising engine for this goal, and some ...
Load disaggregation using microscopic power features and pattern recognition
(2019-01-01)
A new generation of smart meters are called cognitive meters, which are essentially based on Artificial Intelligence (AI) and load disaggregation methods for Non-Intrusive Load Monitoring (NILM). Thus, modern NILM may ...
Performance of parametric intensity-duration-frequency models in the study of intense rainfallsDesempenho de modelos paramétricos intensidade-duração-frequência no estudo de chuvas intensas
(2020-01-01)
Intensive rainfalls are characterized by their intensity (i), duration (t) and return period (T). The design rainfall used in hydraulic works design is determined using mathematical models of type i = f (t,T). This functional ...
Monetary Policy and Exchange Rate: Effects on Disaggregated Prices in a FAVAR Model for Brazil
(Sociedade Brasileira de Econometria, 2018)
An operational method for the disaggregation of land surface temperature to estimate actual evapotranspiration in the arid region of Chile
(Elsevier, 2017)
Monitoring evapotranspiration in arid and semi-arid environments plays a key role in water irrigation scheduling for water use efficiency. This work presents an operational method for evapotranspiration retrievals based ...
Modeling public transport corridors with aggregate and disaggregate demand
(ELSEVIER SCI LTD, 2008)
Modeling public transport corridors with aggregate and disaggregate demand
(ELSEVIER SCI LTD, 2008)