realize the cluster

USAGE SUMMARY

The phrase "realize the cluster" is not commonly used in written English and may be unclear without context.
It could be used in technical or data analysis contexts where one is referring to understanding or identifying a group of related items or data points. Example: "After analyzing the data, we were finally able to realize the cluster of similar customer behaviors."

Science

News & Media

Wiki

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

To realize the cluster expansion an alternating fixed-free subspace strategy is used to improve the coefficients of the single basis functions inside the clusters.

Journal of Sound and Vibration

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

We propose a scheme to analyze the clustering performance of crop pests spectra with the K-Means and the FCM clustering methods, and Matlab 2012b was used to realize the two clustering algorithms and analyze these clustering results.

Engineering in Agriculture, Environment and Food

Proposing an algorithm for a quasi-block synchronization, we realize the Wolff single-cluster Monte Carlo simulation with CUDA.

Journal of Computational Physics

This framework, which includes offline part and online part, can realize the driving conditions clustering in offline part, and the energy management in online part.

Energy

This method can realize the consensus of satellite cluster period-delayed errors, leading to the consistency of semi-major axes (SMA) and the energy-matching of satellite cluster.

Advances in Space Research

After it is initialized, the algorithm is iterated continuously by Formulas (11) and (12), until converging to the minimum solution required realizing the fuzzy clustering.

EURASIP Journal on Wireless Communications and Networking

However, previous literature showed that CSI feedback of all channel links between receiver cluster and transmitter cluster are required to realize the cooperative beamforming, which significantly degrades the spectral efficiency as the number of nodes participating in the cooperation increases.

EURASIP Journal on Wireless Communications and Networking

Even more partnerships are likely to be generated in the future as federal and provincial governments realize the economic benefits of such clusters of expertise and begin to play an active role in attracting new industries with tax incentives, funding, and strategic development.

Science Magazine

Although microarray studies of prostate cancer have already identified the different gene expressions between normal and cancer, they still use the traditional unsupervised clustering methods to realize the potential molecular variation with individual genes.

BMC Medical Genomics

"Designers, along with a cluster of innovative brands, realize the value of consistency and continuity," Mr. Burke said.

The New York Times

Taking these coefficients as feature vectors, K means based clustering is utilized to realize the automatic classification of bearing fault status.

Journal of Sound and Vibration

Expert writing Tips

Best practice

When using "realize the cluster", ensure the context clearly indicates what 'realize' means – whether it's understanding, achieving, or implementing. Clarity is key due to the phrase's relative ambiguity.

Common error

Avoid using "realize the cluster" when a more specific term like "identify", "understand", or "implement" would better convey your intended meaning. Overuse can lead to vagueness and misinterpretation.

Linguistic Context

The phrase "realize the cluster" functions primarily as a verb phrase where "realize" acts as a transitive verb taking "the cluster" as its direct object. This signifies either understanding, achieving, or implementing something related to a cluster, as shown in the Ludwig examples.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Wiki

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "realize the cluster" is a somewhat ambiguous phrase that can be used to indicate understanding, achieving, or implementing something related to a cluster. It most frequently appears in science and related contexts. Ludwig AI indicates that the phrase may be unclear without context. It's a relatively rare phrase, and in many cases, it would be better to use a more specific term like "identify", "understand", or "implement" to avoid any ambiguity. As such, while grammatically acceptable, writers should aim for precision when using this phrase.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Identify the cluster

Focuses on recognizing or pinpointing a specific cluster.

Understand the cluster

Emphasizes comprehension of the cluster's properties or behavior.

Achieve cluster awareness

Highlights gaining an understanding or recognition of a cluster.

Implement clustering

Shifts the focus to the practical application of clustering techniques.

Actualize the cluster

Emphasizes making the cluster a reality or bringing it into existence.

Recognize the clustering

Highlights the act of acknowledging or identifying the presence of clustering.

Comprehend the cluster formation

Focuses on understanding the process by which the cluster is formed.

Grasp the cluster concept

Highlights the act of fully understanding the underlying idea of a cluster.

Become aware of the cluster

Emphasizes the process of gaining knowledge or understanding of the cluster.

Apprehend the clustering principles

Focuses on grasping the fundamental rules or concepts behind clustering.

FAQs

What does "realize the cluster" mean?

The meaning of "realize the cluster" can vary based on context. It could mean to understand a cluster, to make a cluster a reality, or to implement a clustering algorithm.

How can I use "realize the cluster" in a sentence?

To use "realize the cluster" effectively, ensure the context clarifies your intended meaning. For instance, you might say, "After analyzing the data, we were able to realize the cluster of customer preferences."

What can I say instead of "realize the cluster"?

You can use alternatives like "identify the cluster", "understand the cluster", or "implement clustering" depending on the context.

Is "realize the cluster" formal or informal?

The formality of "realize the cluster" depends on the context. It's generally suitable for technical or analytical contexts. In more casual settings, simpler alternatives may be preferable.