weight computation

USAGE SUMMARY

The phrase "weight computation" is correct and usable in written English.
It can be used in contexts related to calculations involving weight, such as in mathematics, engineering, or data analysis. Example: "The weight computation for the package was necessary to determine the shipping costs."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

38 human-written examples

However, this increases the overhead for the weight computation.

EURASIP Journal on Advances in Signal Processing

The dynamic weight computation is a four-step process.

EURASIP Journal on Wireless Communications and Networking

Second, we discuss the DL MU-MIMO signal generation including the weight computation.

EURASIP Journal on Advances in Signal Processing

The weight computation scheme will be described in the next section.

EURASIP Journal on Advances in Signal Processing

A simple weight computation procedure based on the following assumption can be used.

EURASIP Journal on Advances in Signal Processing

The importance sampling concept is used for weight computation and particle propagation [15].

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

22 human-written examples

The filter is computationally expensive due to the large amount of weight computations between similar patches.

EURASIP Journal on Image and Video Processing

One of the most compelling strategies is to exclude many weight computations between the image neighborhood feature vectors.

EURASIP Journal on Image and Video Processing

The proposed heuristic algorithm is summarized in Algorithm 2. The complexity of the proposed heuristic packet selection algorithm is O(M 2 N) since it requires weight computations for the O(M N) vertices in each step and a maximal clique can have at most M vertices.

EURASIP Journal on Advances in Signal Processing

Additional file 2: Specific Term Weighting Computation.

BMC Medical Informatics and Decision Making

Additional file 1: Generic Term Weighting Computation.

BMC Medical Informatics and Decision Making

Expert writing Tips

Best practice

When writing about algorithms or processes, specify the method used for "weight computation" to provide clarity and context (e.g., "dynamic weight computation" or "recursive weight computation").

Common error

Avoid using "weight computation" without specifying what weights are being computed or why. Always provide enough context to make the computation meaningful.

Linguistic Context

"Weight computation" functions primarily as a noun phrase, often serving as the subject or object of a sentence. Ludwig provides examples where it's used to describe a process in signal processing, machine learning, and network analysis. According to Ludwig AI, the phrase is grammatically correct and usable in written English.

Expression frequency: Common

Frequent in

Science

95%

Formal & Business

3%

News & Media

1%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "weight computation" is a grammatically sound noun phrase predominantly used in formal and scientific contexts. As Ludwig highlights, it refers to the process of calculating or determining weights, particularly in fields like signal processing, machine learning, and network analysis. While alternatives such as "weight calculation" and "weight assessment" exist, "weight computation" specifically implies a more intricate or algorithmic approach. To ensure clarity, it's best practice to specify the method used for the computation. The phrase is common in scientific literature, with the EURASIP Journal on Advances in Signal Processing being a prominent source.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

weight calculation

Replaces "computation" with "calculation", a direct synonym, maintaining the original meaning.

calculation of weight

Reorders the phrase to emphasize "calculation" and uses "of" to connect it to "weight".

weight determination

Uses "determination" instead of "computation", highlighting the process of finding the weight.

determination of weight

Similar to "calculation of weight", but with "determination" instead.

computing the weight

Uses the gerund "computing" to describe the action of finding the weight.

weight assessment

Substitutes "computation" with "assessment", focusing on the evaluation aspect of weight.

assessing the weight

Employs "assessing" to focus on evaluating the weight.

weight evaluation

Replaces "computation" with "evaluation", emphasizing the judgment of weight.

numerical weighting

Focuses on the assignment of numerical values as weights.

weight scoring

Implies assigning a score based on weight.

FAQs

What does "weight computation" mean in signal processing?

In signal processing, "weight computation" refers to the process of determining the coefficients applied to different signal components, often to optimize performance in tasks like beamforming or filtering. These "weight calculations" are crucial for achieving desired signal characteristics.

How is "weight computation" used in machine learning?

In machine learning, "weight computation" is fundamental to training models. It involves adjusting the weights assigned to different features or connections in a neural network to minimize prediction errors. Techniques like gradient descent are commonly used for this "weight assessment".

What's the difference between "weight computation" and "weight calculation"?

While "weight computation" and "weight calculation" are often used interchangeably, "computation" might imply a more complex or algorithmic approach, whereas "calculation" can refer to a simpler, direct computation. In practice, the distinction is subtle and context-dependent.

Can you give an example of "weight computation" in network analysis?

In network analysis, "weight computation" might involve assigning weights to nodes or edges based on their importance or connectivity. For instance, in a social network, the "weight determination" could be based on the number of connections a person has or the strength of those connections.