Sentence examples similar to data cleansing procedures from inspiring English sources

Figure 8 gives the flow chart of this data cleansing process.

In GEFCom2014, a winning team Jingrui Xie used a procedure based on a multiple linear regression model for outlier detection and data cleansing for STLF [14].

First, the trajectory of each individual is extracted from sparse sampling of mobile phone location data after data cleansing.

Being corrective, the classifier ensemble is built from data preprocessed/corrected by the data cleansing and correcting modules.

Data cleansing is a crucial step in data integration.

The raw responses underwent rule-based data cleansing.

From understanding the cell shapes, outlier fingerprint data are eliminated by the iterative data cleansing method.

A data cleansing activity has a very domain-specific applicability [19].

The problem of CFD-based data cleansing is defined as follows.

Thus, considerable efforts were spent on data cleansing (Hernández & Stolfo, 1998).

Section 2 summarizes the previous research on constraint-based data cleansing.