Sentence examples for state of the art changes from inspiring English sources

In this business, the state of the art changes as often as Lady Gaga changes outfits.

When you're a tech critic, though, the state of the art changes monthly, if not hourly.

Regarding their differences, the state-of-the-art change detection algorithms are divided into two main categories (see Fig. 2).

In that case, each one of the characteristics can be checked for changes employing a state-of-the-art change detection algorithm.

First, it can perform ADWIN2's functionality employing any online state-of-the-art change detection algorithm, controlling thus the runtime complexity.

The latter along with its low run-time overhead compared with state-of-the-art change detection algorithms render β-CUSUM more suitable for general query processing purposes.

Second, all of the state-of-the-art change detection algorithms return the most probable changepoint, i.e., the timepoint where the change in the data characteristics is initiated [11].

The common characteristics of the state-of-the-art change detection algorithms could be summarized to the following: all of them take several assumptions regarding the distribution of the input data items.

A case study using data collected from a campus building was conducted to compare the new change detection approach proposed in this paper against the state-of-the-art change detection techniques.

Through this idea, we can overcome the limitations inherent to a fixed-size sliding window: state-of-the-art change detection algorithms are sensitive enough to detect meaningful changes in the mean value of a characteristic and robust enough to overcome the problems faced by a small profile window.

Fig. 2 A taxonomy of state-of-the-art online change detection algorithms.