Sentence examples for many data mining from inspiring English sources

In that context, feature selection is becoming an essential requirement in many data mining applications.

The rapid development of social networking sites brings about many data mining tasks and novel challenges.

Furthermore, many data mining techniques make use of ANNs to derive meaning from complicated or imprecise data.

As a review of the literature shows, many data mining techniques have been proposed to analyze road accidents.

This prohibits the algorithm from being directly applied to categorical data clustering in many data mining applications.

Feature selection is a task of fundamental importance for many data mining or machine learning applications, including regression.

The architecture is based on the well known ART developed by Carpenter and Grossberg, and a major modification (selective output signaling) is provided in order to deal with the inherent sparsity in the full space of the data points from many data-mining applications.

He screened many data-mining companies before investing, and he chose Cambridge Analytica, in part, because its high concentration of accomplished scientists reminded him of Renaissance Technologies.

In many data stream mining applications where data exhibit a time series nature, the goal is to predict information about future instances in the data stream given some knowledge about previous ones.

So the idea of gathering huge amounts of information and analysing it to pick out trends indicative of customers' wants and needs data mining has long been trumpeted as a way to return to the intimacy of a small-town general store.But for many years, data mining's claims were greatly exaggerated.

Based on these relations, many mature data mining techniques can be employed to choose a subset of conflicting objectives to simplify the original problem, such as feature selection [146], principal component analysis (PCA) [154], and maximum variance unfolding (MVU) [155].