a common representation

USAGE SUMMARY

The phrase "a common representation" is correct and usable in written English.
It can be used when referring to a widely accepted or typical way of depicting something, often in contexts like art, data visualization, or communication. Example: "In many cultures, a common representation of peace is a dove carrying an olive branch."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

Overall, the surveyed methods aim to find a commonality between the source and target domains to bring the feature spaces to a common representation as to extract performance-enhancing knowledge without the inherent cross-domain noise.

Journal of Big Data

Contemporary art, Ward said, was "too chaotic" to find a common representation.

The New York Times

A common representation of trajectory is tracking of flow vectors.

EURASIP Journal on Image and Video Processing

A common representation including the uncertainty and the confidence is used for all scene features.

Robotics and Autonomous Systems

Stochastic Shortest Path Problems (SSPs) are a common representation for probabilistic planning problems.

Artificial Intelligence

are described mathematically using a common representation, namely the Non-Uniform Rational B-Spline (NURBS).

Advances in Engineering Software

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

Empirical relationships relating density-dependent first-year survival of pike to the density of hatched eggs were taken from Minns et al. (1996) and converted into a more common representation of a dome-shaped stock-recruitment function.

Evolutionary Applications

Then from these high-level representations, a feature mapping is learned to create a latent common representation as to bridge the gap between heterogeneous feature spaces.

Journal of Big Data

Currently, for many people, the problem may seems to boil down to devising yet another standard which encompasses all the different temporal representations of dates, times and temporal concepts into a unified, common representation.

BMC Medical Informatics and Decision Making

The main idea of the algorithm is to find similar parts within an image and remove noise from those parts by sparsifying their common representation in a 3D transform domain.

Advanced Structural and Chemical Imaging

'Conformist bias' is the tendency of individuals to adopt what they believe is the most common representation in a population.

SEP

Expert writing Tips

Best practice

When aiming for clarity across different fields, use "a common representation" to ensure everyone operates with the same understanding. This is especially helpful in interdisciplinary projects.

Common error

Avoid assuming that "a common representation" automatically eliminates all ambiguity. Always verify that the shared representation is adequately detailed and understood by all parties involved.

Linguistic Context

The phrase "a common representation" functions as a noun phrase. It typically serves as the subject or object of a sentence, referring to a widely accepted or standardized way of depicting, understanding, or modeling something. Ludwig examples confirm its use in diverse contexts like science, art, and data processing.

Expression frequency: Very common

Frequent in

Science

65%

Formal & Business

20%

News & Media

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a common representation" is a versatile noun phrase indicating a shared or standardized way of depicting or understanding something. As Ludwig AI shows, it is grammatically correct and particularly prevalent in scientific and technical contexts, emphasizing clarity and interoperability. When using the phrase, ensure that the representation is sufficiently detailed and understood by all involved to avoid overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a unified depiction

Replaces "representation" with "depiction" and "common" with "unified", emphasizing agreement.

a shared understanding

Focuses on the cognitive aspect of agreement rather than the visual or symbolic aspect.

a standardized format

Highlights the uniformity and structure implied by a common approach.

a consistent portrayal

Emphasizes uniformity in how something is depicted or presented.

a general consensus

Shifts the focus to agreement among people rather than a method of depiction.

a typical model

Focuses on the conventional nature of a model or example.

a widely accepted interpretation

Highlights the aspect of agreement and understanding of meaning.

a prevalent notion

Emphasizes the widespread acceptance of an idea or concept.

a familiar concept

Highlights the well-known or easily understood aspect.

a standard approach

Emphasizes the conventional or widely used method.

FAQs

How can "a common representation" be used in data science?

In data science, "a common representation" is crucial for integrating data from diverse sources. It involves transforming data into a uniform format, enabling analysis and comparison. For instance, different units of measurement can be converted to a "standardized metric".

What are some alternatives to using "a common representation"?

Depending on the context, you could use alternatives like "a unified depiction", "a shared understanding", or "a standardized format" to convey similar ideas.

Why is establishing "a common representation" important in collaborative projects?

Establishing "a common representation" ensures that all team members have the same understanding of key concepts and data, minimizing misinterpretations and improving communication. It fosters a more "cohesive approach".

How does "a common representation" differ from "a general representation"?

"A common representation" emphasizes uniformity and agreement among multiple parties, while "a general representation" simply refers to a broad or non-specific depiction. The former is about shared understanding, the latter about generality.