joint features

USAGE SUMMARY

The phrase "joint features" is correct and usable in written English.
It can be used in contexts where two or more entities share characteristics or attributes, often in technical or collaborative discussions. Example: "The joint features of both software applications allow for seamless integration and improved user experience."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

The model based on sequential joint features of Aac, Sse and Acc outperformed any other pure sequential features-based model (Table  1).

BMC Genomics

Real AdaBoost is again applied to obtain classifiers using pooled joint features.

ROBOMECH Journal

Four realistic joint features were then modelled by this validated modelling approach.

Composite Structures

Finite Element Analysis is used in conjunction with Cohesive Zone Modelling (CZM) to predict the strength of selected joint features.

Composite Structures

One of the joint features in these papers is that the equations/systems therein are somehow transformed to (solvable) linear ones.

Advances in Difference Equations

Note that these mappings can be learned with deep neural networks, kernel machines, etc. Simultaneous to this, the proposed method then learns a shared projection from the common subspace to map the joint features into a final embedded label space.

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

All movies about the joint feature or allude to rape as something routine.

The Guardian

It is also the plot of an amusing comedy, Little Miss Sunshine, the joint feature film debut of Jonathan Dayton and Valerie Faris, a husband-and-wife team whose background is in documentaries, commercials and music videos.

The Guardian - Film

Fig. 2 Proposed joint feature utilization framework for human action recognition.

EURASIP Journal on Image and Video Processing

Initialize a given number of mean shift kernels on the joint feature space.

EURASIP Journal on Advances in Signal Processing

In conventional approaches, the joint feature and the surface feature are discussed separately.

Pattern Recognition Letters

Expert writing Tips

Best practice

When describing technical systems or data analysis, use "joint features" to clearly indicate that multiple characteristics are being considered simultaneously for a more holistic understanding.

Common error

Avoid using "joint features" when you only mean overlapping features. "Joint features" implies an analysis or consideration of these features together, not just their individual presence or overlap.

Linguistic Context

The phrase "joint features" functions primarily as a noun phrase, often serving as the subject or object of a sentence. According to Ludwig, it's used in contexts where combined characteristics or attributes are being discussed or analyzed. The phrase is used in examples from various scientific papers.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "joint features" is a noun phrase primarily used in scientific and technical contexts to describe the combined characteristics or attributes of something. As Ludwig AI confirms, its communicative purpose is to analyze or classify data based on these interconnected attributes. The phrase is most appropriate in formal settings and suggests a more holistic understanding through simultaneous consideration of multiple features. While grammatically correct and usable, "joint features" should be used when multiple characteristics are considered simultaneously, not in place of simple overlapping features. Consider alternatives like "common features" or "shared characteristics" depending on your intent.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

common features

Focuses on the shared aspect, emphasizing similarity rather than combination.

shared characteristics

Highlights the attributes that different entities have in common.

combined attributes

Emphasizes the merging of different characteristics into a single set.

integrated functionalities

Specific to functional aspects that are merged or work together.

collective properties

Focuses on properties that emerge from the combination of elements.

pooled resources

Highlights the combination of resources for a common goal.

unified elements

Emphasizes the integration and harmony of the elements.

consolidated aspects

Focuses on bringing different aspects together into a single unit.

harmonized traits

Emphasizes the harmonious blending of different traits.

interlinked components

Highlights the interconnected nature of different components.

FAQs

How can I use "joint features" in a sentence?

You can use "joint features" to describe characteristics shared or analyzed together. For example, "The model based on sequential "joint features" of Aac, Sse and Acc outperformed any other pure sequential features-based model."

What are some alternatives to "joint features"?

Depending on the context, you could use alternatives like "common features", "shared characteristics", or "combined attributes".

In what contexts is "joint features" most appropriate?

"Joint features" is suitable in technical, scientific, and analytical contexts where multiple attributes are considered simultaneously to gain a more complete understanding.

What is the difference between "joint features" and "overlapping features"?

"Joint features" implies that the features are considered together in an analysis, whereas "overlapping features" simply means that the features are present in multiple entities but not necessarily analyzed as a single unit.