[PDF] Top 20 Missing Data in Time Series: Analysis, Model and Software Application

... TSCS data, which are the smoothing behaviour that time series present and the possibly sharp changes in space, due to the cross-section structure, can bring the imputations to be far ... See full document

... forecasting model. Thus, before carrying through the half-hour load series modelling, a data treatment module has been ...for Missing Values and Outliers (FMO) these irregularities are ... See full document

... experimental software tool that pro- duces phenological information from satellite vegetation index time ...characteristics and functionalities of the PhenoSat tool are presented, and its ... See full document

... better and more realistic results compared with the results obtained using the classical CCF ...characteristics and different lags. In this study, we considered a series lagged by 12 ... See full document

... 73], and the use of differential equations [4, 10, 31, 43, ...inactive and infer the network by using logical rules. Yet, the data used to infer networks is usually continuous and thus needs ... See full document

... with time series of many variables and monitoring points that require the application of statistical methods for the information ...The application of statistical methods for frequency ... See full document

... forecasting model for the incidence of dengue in Ribeirão Preto, São Paulo State, Brazil, using time series ...The model was performed using the Seasonal Autore- gressive Integrated ... See full document

... creasing in time since its launch. This has resulted in ClO measurements being signifi- cantly influenced by lower SZAs during morning scans and higher SZAs during evening ...trend in ... See full document

... differences in trend magnitude between each bin is relatively small, indicating that the use of larger bins is acceptable, although caution is ...N in Fig. 7 are slightly different to those in Table ... See full document

... crop data are essential for reliable irrigation water requirements (IWR) calculations, which can be acquired during the crop growth season for a given region using earth observation (EO) satellite time ... See full document

... on time series, the model applies the Origin 6 [5] and Statistika 6 [4] software programs with their input being the individual data of children with Gaucher disease for ... See full document

... the analysis of luteinizing hormone (LH) pulsatile secretion by the pituitary ...measurements in the cavernous sinus cumulate anatomical and technical difficulties, LH levels can be easily assessed ... See full document

... used in plenty of prediction ...predict time series using ICA as a pre-processing tool. Matteson and Tsay [30] presented an ICA for multivariable time series ...tool and ... See full document

... cover and its dynamics and trends are of interest for many: starting from herders, crop farmers and wildlife managers to decision makers, planners and wide profile of ...using time ... See full document

... precipitation and time series data (NDVI, EVI and GPP) was obtained by means of simple linear correlation, calculated in the Microsoft Excel software, betwe- en the annual ... See full document

... Time-series analysis is characterized, as a data mining tool which facilitates understanding nature of manufacturing processes and permits prediction of future values of the process ... See full document

... as data function in sequence diagrams, as the candidate of transactional ...exchange data and so we determine that it is not a transactional ...first, in order to count the ... See full document

... occurred in 1994 until the year 2017, there was a considerable increase in access to private higher ...students in private undergraduate courses by 339% in the period ...rise in the ... See full document

... important application concerns short-term stocks prediction, which is the main focus of this ...paper. In [18], an approach to the paradox of obtaining better results with long-horizon forecasts than with ... See full document

... kW and the pulse repetition rate has recently been increased to 20 ...The data acquisition has also recently been upgraded from an 8-bit to a 12-bit system which has improved the resolution and ... See full document