Examples of 'synthetic data' in a sentence

Meaning of "synthetic data"

Synthetic data: Synthetic data refers to artificially generated data that mimics the characteristics and distribution of real-world data but does not contain any personally identifiable information. It is often used in research, testing, and machine learning applications

How to use "synthetic data" in a sentence

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synthetic data
These strategies are benchmarked over synthetic data.
Synthetic data is first used to validate the approach.
We were able to achieve accurate estimation on synthetic data.
The synthetic data is calculated by solving the wave equation.
It uses models learned only on synthetic data.
We validate this method on synthetic data then we use it on real sequences.
We tested this algorithm on synthetic data.
Synthetic data relating to.
This model is checked on synthetic data.
The synthetic data are obtained by accounting for a complex propagation model.
Methods for creating synthetic data.
Synthetic data also.
The method was successfully tested using synthetic data.
This method is checked on synthetic data and on two real VSPs.
This work demonstrates one way of using synthetic data.

See also

The need for synthetic data is inherent in this new consumption of information.
The performances of all approaches are empirically illustrated on synthetic data.
Synthetic data are generated to evaluate the proposed approach for different point of view.
This issue must be overcome through the assimilation of synthetic data.
Our approach is validated using synthetic data and experimental ones when available.
The relevance of our approach is demonstrated on real and synthetic data.
There is shown the synthetic data points plotted on an arbitrary three dimensional axis.
This approach partitions records into logical clusters before applying synthetic data generation.
The application of this method to synthetic data showed the effectiveness of this new approach.
A suitable alternative for this problem is the study of the anomalies using synthetic data.
The well test synthetic data are the pressure difference and the derivative thereof.
The monitoring may include a transmission and monitoring of synthetic data in the VOIP network.
The synthetic data application showed eective random noise attenuation plus highlighting of the reflection events.
The monitoring includes transmitting and monitoring synthetic data in the nodes of the VOIP network.
A study with synthetic data is first performed to test the reliability of the ISM.
If a particular data type was not available, they used synthetic data.
In addition, a comprehensive set of synthetic data is also derived with a stochastic simulation approach.
To test the utility of this approach, experiments were performed using synthetic data.
Particular structures, compound names and synthetic data are provided thereafter.
These networks, when working in collaboration, can produce extremely sensible synthetic data.
In addition to this, the method is validated on synthetic data and in high-dimensional settings.
As with synthetic data analysis, the analysis were done for both near and far field.
If we lack comprehensive data, external sources of synthetic data can fill in the gaps.
For this, we implemented synthetic data generator that produces synthetic images containing Mahjong tiles.
These approaches have been validated on both real-world and synthetic data sets.
Synthetic data files for research / analysis training ;.
The proposed scheme has been applied on a 2d synthetic data set and marine eld data.
The synthetic data thus obtained have a 2-ms time sampling interval.
When solving the geo - infiltration and geo-migration problems the received synthetic data have significant particularization.
The synthetic data for the 3 radiolabeled Y3-octreotates is given in Table 2.
The methodologies are developed and analyzed on 2D synthetic data sets.
We also formalize the LLR algorithm and conduct experiments on it, on synthetic data.
Other technologies in this trend include, DigitalOps, knowledge graphs, synthetic data and decentralized web.
Key TDM services include Data Masking ( obfuscating ) of sensitive information and synthetic data creation.
The parameters of this phase are studied by generating synthetic data from EGM2008.

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