deeper segmentation

USAGE SUMMARY

The phrase "deeper segmentation" is correct and usable in written English.
It can be used in contexts related to marketing, data analysis, or any field where dividing a larger group into more specific subgroups is relevant. Example: "To improve our marketing strategy, we need to focus on deeper segmentation of our customer base to tailor our messages more effectively."

✓ Grammatically correct

Science

News & Media

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Firstly, we develop shallow-deep channels by concatenating shallow hand-crafted and deep segmentation channels to capture appearance clues as well as semantic attributes.

Neurocomputing

Our method consists of a deep segmentation network for generating mitosis region when only a weak label is given (i.e., only the centroid pixel of mitosis is annotated), an elaborately designed deep detection network for localizing mitosis by using contextual region information, and a deep verification network for improving detection accuracy by removing false positives.

Medical Image Analysis

To help organize customers across channels, Facebook is allowing for custom audience groupings and deeper user segmentation as part of a beta.

TechCrunch

First, we emphasize along-dip segmentation of a subduction zone with shallow and deep segments, whereas only along-strike segmentation has previously been considered for subduction zones.

Earth, Planets and Space

In this paper, we propose integrating deep semantic segmentation feature maps into the original pedestrian detection framework which combines feature channels with AdaBoost classifiers.

Neurocomputing

We find our deep learning segmentation outperforms random forests in terms of mean (a) AUC (0.95 vs 0.80), (b) F-score (0.96 vs 0.91), (c) TPR (0.96 vs 0.92), (d) TNR (0.94 vs 0.67), and (e) modified Hausdorff distance on the segmentation perimeter pixels (51 vs 122).

Deep Learning for Medical Image Analysis

In addition to the conventional along-strike segmentation, along-dip segmentation of the fault area or subduction zone is an important feature for the Tohoku subduction zone, as indicated by the difference in background seismicity: virtually no seismicity in shallow segments but active with large events repeating in deep segments.

Earth, Planets and Space

To tackle object detection at various scales, we combine a deep detector with semantic segmentation methods; namely, we train a deep CNN detector, fully convolutional networks (FCNs), and the variant of FCNs, and integrate their results by the support vector machines to achieve high detection performance.

IPSJ Transactions on Computer Vision and Applications

In this paper, we call this separation between shallow and deep regions "along-dip segmentation".

Earth, Planets and Space

Recently, implicit segmentation using deep learning has been successfully investigated for recognition of Urdu text [23 26].

EURASIP Journal on Image and Video Processing

Apple also uses semantic segmentation and Deep Lambertian Networks to analyze the point cloud coupled with the image data captured by the car and from high-resolution satellites in sync.

TechCrunch

Expert writing Tips

Best practice

When aiming for "deeper segmentation", clearly define the criteria for creating more specific subgroups to ensure meaningful and actionable results.

Common error

Avoid creating too many segments that are too specific, as this can lead to difficulty in managing and targeting each segment effectively. Focus on identifying segments that are both meaningful and manageable.

Linguistic Context

The phrase "deeper segmentation" functions as a noun phrase where the adjective "deeper" modifies the noun "segmentation". It describes a process of dividing something into more refined or detailed segments. Ludwig AI validates this usage, showing it's a recognized and valid construction.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Reference

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "deeper segmentation" is a grammatically sound phrase that describes a more detailed and refined process of dividing a group into distinct segments. Ludwig AI confirms its correctness and usability. While not extremely common, the phrase is used in various fields, including science, news, and business, to emphasize the need for nuanced understanding. Alternatives like "more granular segmentation" or "enhanced segmentation" can be used to convey similar meanings. When using the phrase, ensure that the segmentation criteria are well-defined and the resulting segments are manageable for effective targeting and analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

more granular segmentation

Focuses on increasing the level of detail in the segmentation.

enhanced segmentation

Emphasizes improving the quality or effectiveness of segmentation.

refined segmentation

Highlights the process of making segmentation more precise.

advanced segmentation

Suggests a more sophisticated or complex approach to segmentation.

in-depth segmentation

Implies a more thorough and comprehensive segmentation process.

detailed segmentation

Focuses on the level of detail achieved in the segmentation.

expanded segmentation

Suggests segmentation that covers a wider scope or range.

comprehensive segmentation

Emphasizes the completeness and thoroughness of the segmentation.

granular partitioning

Replaces "segmentation" with "partitioning", altering the core noun while maintaining the sense of finer divisions.

more thorough categorization

Uses "categorization" instead of "segmentation", shifting the focus to classification.

FAQs

How can I use "deeper segmentation" in a sentence?

You might say, "To improve our marketing strategy, we need to focus on "deeper segmentation" of our customer base" or "The study required a "deeper segmentation" of the market to identify niche opportunities".

What are some alternatives to "deeper segmentation"?

Alternatives include "more granular segmentation", "enhanced segmentation", or "refined segmentation", depending on the specific nuance you want to convey.

In what contexts is "deeper segmentation" most relevant?

"Deeper segmentation" is particularly useful in marketing, data analysis, and scientific research where a more detailed understanding of subgroups within a larger population is needed.

What does "deeper segmentation" entail?

"Deeper segmentation" involves dividing a larger group into smaller, more specific subgroups based on various criteria, such as demographics, behaviors, or characteristics, to gain a more nuanced understanding.